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Reversible Jump Metropolis Light Transport Using Inverse Mappings

We study Markov Chain Monte Carlo (MCMC) methods operating in primary sample space and their interactions with multiple sampling techniques. We... (more)

Portrait Lighting Transfer Using a Mass Transport Approach

Lighting is a critical element of portrait photography. However, good lighting design typically requires complex equipment and significant time and... (more)

Gigapixel Panorama Video Loops

We present the first technique to create wide-angle, high-resolution looping panoramic videos. Starting with a 2D grid of registered videos acquired on a robotic mount, we formulate a combinatorial optimization to determine for each output pixel the source video and looping parameters that jointly maximize spatiotemporal consistency. This... (more)

Boundary First Flattening

Learning Local Shape Descriptors from Part Correspondences with Multiview Convolutional Networks

We present a new local descriptor for 3D shapes, directly applicable to a wide range of shape... (more)

The Shape Space of 3D Botanical Tree Models

Computational Design of Transforming Pop-up Books

Stabilizing Integrators for Real-Time Physics

Appearance Modeling via Proxy-to-Image Alignment

Mastering Sketching: Adversarial Augmentation for Structured Prediction

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About TOG

ACM TOG is the foremost peer-reviewed journal in the area of computer graphics. 

Recent impact factor calculations from Thomson Reuters give ACM TOG an impact factor of 4.096 and an Eigenfactor Score of 0.029, giving it the top ranking among the 104 journals in the Computer Science: Software Engineering category. 

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Forthcoming Articles
Pressure Boundaries for Implicit Incompressible SPH

Implicit incompressible SPH (IISPH) solves a pressure Poisson equation (PPE). While the solution of the PPE provides pressure at fluid samples, the embedded boundary handling does not compute pressure at boundary samples. Instead, IISPH uses various approximations to remedy this deficiency. In this paper, we illustrate the issues of these IISPH approximations. We particularly derive Pressure Boundaries, a novel boundary handling that overcomes previous IISPH issues by the computation of physically meaningful pressure values at boundary samples. This is basically achieved with an extended PPE. We provide a detailed description of the approach that focuses on additional technical challenges due to the incorporation of boundary samples into the PPE. We therefore use volume-centric SPH discretizations instead of typically used density-centric ones. We further analyze the properties of the proposed boundary handling and compare it to the previous IISPH boundary handling. In addition to the fact that the proposed boundary handling provides physically meaningful pressure and pressure gradients at boundary samples, we show further benefits such as reduced pressure oscillations, improved solver convergence and larger possible time steps.

Discrete Time Evolution Process Descriptor for Shape Analysis and Matching

In shape analysis and matching, it is often important to encode information about the relation between a given point and other points on a shape, namely its context. To this aim we propose a theoretically sound and efficient approach for the simulation of a discrete time evolution process that runs through all the possible geodesic paths between pairs of points on a surface represented as a triangle mesh in the discrete setting. We demonstrate how this construction can be used to efficiently construct a multiscale point descriptor, called Discrete time Evolution Process Descriptor, which robustly encodes the structure of geodesic neighborhoods of a point across multiple scales. Our work is closely related to the methods based on diffusion geometry, and derived signatures such as the HKS or the WKS, and provides information that is complementary to these descriptors. We demonstrate through extensive experimental evaluation that our descriptor shows promising results in both shape matching and shape segmentation scenarios. Our approach outperforms similar methods especially when comparing shapes undergoing large non-isometric deformations and in the presence of missing parts.

Semi-Supervised Co-Analysis of 3D Shape Styles from Projected Lines

We present a semi-supervised co-analysis method for learning 3D shape styles from projected feature lines, achieving style patch localization with only weak supervision. Given a collection of 3D shapes spanning multiple object categories and styles, we perform style co-analysis over projected feature lines of each 3D shape and then back project the learned style features onto the 3D shapes. Our core analysis pipeline starts with mid-level patch sampling and pre-selection of candidate style patches. Projective features are then encoded via patch convolution. Multi-view feature integration and style clustering are carried out under the frame work of partially shared latent factor (PSLF) learning, a multi-view feature learning scheme. PSLF achieves effective multi-view feature fusion by distilling and exploiting consistent and complementary feature information from multiple views, while also selecting style patches from the candidates. Our style analysis approach supports both unsupervised and semi-supervised analysis. For the latter, our method accepts both user-specified shape labels and style-ranked triplets as clustering constraints. We demonstrate results from 3D shape style analysis and patch localization as well as improvements over state-of-the-art methods. We also present several applications enabled by our style analysis.

What Are Optimal Coding Functions for Time-of-Flight Imaging?

The depth resolution achieved by a continuous wave time-of-flight (C-ToF) imaging system is determined by the coding (modulation and demodulation) functions that it uses. Almost all current C-ToF systems use sinusoid or square coding functions, resulting in a limited depth resolution. In this paper, we present a mathematical framework for exploring and characterizing the space of C-ToF coding functions in a geometrically intuitive space. Using this framework, we design families of novel coding functions that are based on Hamiltonian cycles on hypercube graphs. Given a fixed total source power and acquisition time, the new Hamiltonian coding scheme can achieve up to an order of magnitude higher resolution as compared to the current state-of-the art methods, especially in low SNR settings. We also develop a comprehensive physically-motivated simulator for C-ToF cameras that can be used to evaluate various coding schemes prior to a real hardware implementation. Since most off-the-shelf C-ToF sensors use sinusoid or square functions, we develop a hardware prototype that can implement a wide range of coding functions. Using this prototype and our software simulator, we demonstrate the performance advantages of the proposed Hamiltonian coding functions in a wide range of imaging settings.

Exposure: A White-Box Photo Post-Processing Framework

Retouching can significantly elevate the visual appeal of photos, but many casual photographers lack the expertise to do this well. To address this problem, previous works have proposed automatic retouching systems based on supervised learning from paired training images acquired before and after manual editing. As it is difficult for users to acquire paired images that reflect their retouching preferences, we present in this paper a deep learning approach that is instead trained on unpaired data, which is much easier to collect. Our system is formulated using deep convolutional neural networks that learn to apply different retouching operations on an input image. Network training with respect to various types of edits is enabled by modeling these retouching operations in a unified manner as resolution-independent differentiable filters. To apply the filters in a proper sequence and with suitable parameters, we employ a deep reinforcement learning approach that learns to make decisions on what action to take next, given the current state of the image. In contrast to many deep learning systems, ours provides users with an understandable solution in the form of conventional retouching edits, rather than just a "black box" result. Through quantitative comparisons and user studies, we show that our retouching results surpass those of strong baselines.

Real-time High-accuracy 3D Reconstruction with Consumer RGB-D Cameras

We present an integrated approach for reconstructing high-fidelity 3D models using consumer RGB-D cameras. RGB-D registration and reconstruction algorithms are prone to errors from scanning noise, making it hard to perform 3D reconstruction accurately. The key idea of our method is to assign a probabilistic uncertainty model to each depth measurement, which then guides the scan alignment and depth fusion. This allows us to effectively handle inherent noise and distortion in depth maps while keeping the overall scan registration procedure under the iterative closest point (ICP) frame-work for simplicity and efficiency. We further introduce a local-to-global, submap-based, and uncertainty-aware global pose optimization scheme to improve scalability and guarantee global model consistency. Finally, we have implemented the proposed algorithm on the GPU, achieving real-time 3D scanning frame rates and updating the reconstructed model on-the-fly. Experimental results on simulated and real-world data demonstrate that the proposed method outperforms state-of-the-art systems in terms of the accuracy of both recovered camera trajectories and reconstructed models.

Discrete Geodesic Nets for Modeling Developable Surfaces

We present a discrete theory for modeling developable surfaces as quadrilateral meshes satisfying simple angle constraints. The basis of our model is a lesser known characterization of developable surfaces as manifolds that can be parameterized through orthogonal geodesics. Our model is simple, local, and, unlike previous works, it does not directly encode the surface rulings. This allows us to model continuous deformations of discrete developable surfaces independently of their decomposition into torsal and planar patches or the surface topology. We prove and experimentally demonstrate strong ties to smooth developable surfaces, including a theorem stating that every sampling of the smooth counterpart satisfies our constraints up to second order. We further present an extension of our model that enables a local definition of discrete isometry. We demonstrate the effectiveness of our discrete model in a developable surface editing system, as well as computation of an isometric interpolation between isometric discrete developable shapes.

Sony Pictures Imageworks Arnold

Sony Imageworks implementation of the Arnold renderer is a fork of the commercial product of the same name, which has evolved independently since around 2009. This paper focuses on the design choices that are unique to this version and have tailored the renderer to the specific requirements of film rendering at our studio. We detail our approach to subdivision surface tessellation, hair rendering, sampling and variance reduction techniques, as well as a description of our open source texturing and shading language components. We also discuss some ideas we once implemented but have since discarded to highlight the evolution of the software over the years

The Design and Evolution of Disney¿s Hyperion Renderer

Walt Disney Animation Studios has transitioned to path-traced global illumination as part of a progression of brute-force physically based rendering in the name of artist efficiency. To achieve this without compromising our geometric or shading complexity, we built our Hyperion renderer based on a novel architecture that extracts traversal and shading coherence from large, sorted ray batches. In this paper we describe our architecture and discuss our design decisions. We also explain how we are able to provide artistic control in a physically based renderer, and we demonstrate through case studies how we have benefited from having a proprietary renderer that can evolve with production needs.

Stable Neo-Hookean Flesh Simulation

Non-linear hyperelastic energies play a key role in capturing the fleshy appearance of virtual characters. Real-world, volume-preserving biological tissues have Poisson's ratios near 1/2, but numerical simulation within this regime is notoriously challenging. In order to robustly capture these visual characteristics, we present a novel version of Neo-Hookean elasticity. Our model maintains the fleshy appearance of the Neo-Hookean model, exhibits superior volume preservation, and is robust to extreme kinematic rotations and inversions. We obtain closed-form expressions for the eigenvalues and eigenvectors of all of the system's components, which allows us to directly project the Hessian to semi-positive-definiteness, and also leads to insights into the numerical behavior of the material. These findings also inform the design of more sophisticated hyperelastic models, which we explore by applying our analysis to Fung and Arruda-Boyce elasticity. We provide extensive comparisons against existing material models.

Integrating Clipped Spherical Harmonics Expansions

Many applications in rendering rely on integrating functions over spherical polygons. Here, numerical integration is most commonly adopted, as only a limited subset of these problems admit analytic solutions. We present a closed-form solution for computing the integral of arbitrary polynomial functions over spherical polygons. Our solution, based on zonal decompositions of spherical integrands and discrete contour integration, greatly expands the class of integrands and domains admissible to analytic solutions. Our method is simple, efficient, and scales linearly in the integrands harmonic expansion. As such, we are able to demonstrate new analytic solutions to many problems in rendering, including surface and volumetric shading with arbitrary BRDFs and phase functions, hierarchical product importance sampling for local light sources, and fast basis projection for interac- tive rendering. Moreover, we show how to handle general, non-polynomial integrands by leveraging our analytic solutions in a Monte Carlo setting using control variates. Our technique is general, accurate, and competitive with (or faster than) numeric integration for a broad class of problems, both in offline and interactive contexts. Our implementation is simple, relying only on self-contained spherical harmonic evaluation and discrete contour integration routines, and we release a full source implementation (< 650 lines of code).

MonoPerfCap: Human Performance Capture from Monocular Video

We present the first marker-less approach for temporally coherent 3D performance capture of a human with general clothing from monocular video. Our approach reconstructs articulated human skeleton motion as well as medium-scale non-rigid surface deformations in general scenes. Human performance capture is a challenging problem due to the large range of articulation, potentially fast motion, and considerable non-rigid deformations, even from multi-view data. Reconstruction from monocular video alone is drastically more challenging, since strong occlusions and the inherent depth ambiguity lead to a highly ill-posed reconstruction problem. We tackle these challenges by a novel approach that employs sparse 2D and 3D human pose detections from a convolutional neural network using a batch-based pose estimation strategy. Joint recovery of per-batch motion allows to resolve the ambiguities of the monocular reconstruction problem based on a low dimensional trajectory subspace. In addition, we propose refinement of the surface geometry based on fully automatically extracted silhouettes to enable medium-scale non-rigid alignment. We demonstrate state-of-the-art performance capture results that enable exciting applications such as video editing and free viewpoint video, previously infeasible from monocular video. Our qualitative and quantitative evaluation demonstrates that our approach significantly outperforms previous monocular methods in terms of accuracy, robustness and scene complexity that can be handled.

Directing Cinematographic Drones

Quadrotor drones equipped with high quality cameras have rapidely raised as novel, cheap and stable devices for filmmakers. While professional drone pilots can create aesthetically pleasing videos in short time, the smooth  and cinematographic  control of a camera drone remains challenging for most users, despite recent tools that either automate part of the process or enable the manual design of waypoints to create drone trajectories. This paper proposes to move a step further towards more accessible cinematographic drones by designing techniques to automatically or interactively plan quadrotor drone motions in 3D dynamic environments that satisfy both cinematographic and physical quadrotor constraints. We first propose the design of a Drone Toric Space as a dedicated camera parameter space with embedded constraints and derive some intuitive on-screen viewpoint manipulators. Second, we propose a specific path planning technique which ensures both that cinematographic properties can be enforced along the path, and that the path is physically feasible by a quadrotor drone. At last, we build on the Drone Toric Space and the specific path planning technique to coordinate the motion of multiple drones around dynamic targets. A number of results then demonstrate the interactive and automated capacities of our approaches on a number of use-cases.

RenderMan: An Advanced Path Tracing Architecture for Movie Rendering

Pixar's RenderMan renderer is used to render all of Pixar's films, and by many film studios to render visual effects for live-action movies. RenderMan started as a scanline renderer based on the Reyes algorithm, and was extended over the years with ray tracing and several global illumination algorithms. This paper describes the modern version of RenderMan, a new architecture for an extensible and programmable path tracer with many features that are essential to handle the fiercely complex scenes in movie production. Users can write their own materials using a bxdf interface, and their own light transport algorithms using an integrator interface -- or they can use the materials and light transport algorithms provided with RenderMan. Complex geometry and textures are handled with efficient multi-resolution representations, with resolution chosen using path differentials. We trace rays and shade ray hit points in medium-sized groups, which provides the benefits of SIMD execution without excessive memory overhead or data streaming. The path-tracing architecture handles surface, subsurface, and volume scattering. We show examples of the use of path tracing, bidirectional path tracing, VCM, and UPBP light transport algorithms. We also describe our progressive rendering for interactive use and our adaptation of denoising techniques.

Automatically Distributing Eulerian and Hybrid Fluid Simulations in the Cloud

Distributing a simulation across many machines can drastically speed up computations and increase detail. The computing cloud provides tremendous computing resources, but weak service guarantees force programs to manage significant system complexity: nodes, networks, and storage occasionally perform poorly or fail. We describe Halo, a system that automatically distributes grid-based and hybrid simulations across cloud computing nodes. The main simulation loop is written as simple sequential code and launches distributed computations across many cores. The simulation on each core runs as if it is stand-alone: Halo automatically stitches these multiple simulations into a single, larger one. To do this efficiently, Halo introduces a four-layer data model that translates between the contiguous, geometric objects used by simulation libraries and the replicated, fine-grained objects managed by its underlying cloud computing runtime. Using PhysBAM particle level-set fluid simulations, we demonstrate that Halo can run higher detail simulations faster, distribute simulations on up to 512 cores and run enormous simulations ($1024^3$ cells). Halo automatically manages these distributed simulations, balancing load across nodes and recovering from failures. Implementations of PhysBAM water and smoke simulations as well as an open source heat-diffusion simulations show Halo is general and can support complex simulations.

Manuka: A batch-shading architecture for spectral path tracing in movie production

The Manuka rendering architecture has been designed to enable visually rich computer generated imagery for visual effects in movie production. This means supporting extremely complex geometry, texturing and shading. In the current generation of renderers, it is essential to support very accurate global illumination as a means to naturally tie together different assets in a picture. This is achieved with Monte Carlo path tracing, using a paradigm often called shade on hit, in which the renderer alternates tracing rays with running shaders on the various ray hits. The shaders take the role of generating the inputs of the local material structure which is then used by path sampling logic to evaluate contributions and to inform what further rays to cast through the scene. We propose a shade before hit paradigm instead and minimise I/O strain on the system, leveraging locality of reference by running pattern generation shaders before we execute light transport simulation by path sampling. We describe a full architecture built around this approach, featuring spectral light transport and a flexible implementation of multiple importance sampling, resulting in a system able to support a comparable amount of extensibility to what made the reyes rendering architecture successful over many decades.

Arnold: A Brute-force Production Path Tracer

Arnold is a physically-based renderer for feature-length animation and visual effects. Arnold has been created to take on the challenge of making the simple and elegant approach of brute-force Monte Carlo path tracing practical for production rendering. Achieving this requires building a robust piece of ray tracing software that can ingest large amounts of geometry with detailed shading and lighting and produce images with high fidelity, while scaling well with the available memory and processing power. Arnold's guiding principles are to expose as few controls as possible, provide rapid feedback to artists, and adapt to various production workflows. In this paper we describe its architecture with a focus on the design and implementation choices made during its evolutionary development to meet the aforementioned requirements and goals. Arnold's workhorse is a unidirectional path tracer that avoids the use of hard to manage and artifact-prone caching and sits on top of a ray tracing engine optimized to shoot and shade billions of spatially incoherent rays throughout a scene. A comprehensive API provides the means to configure and extend the system's functionality, to describe a scene, render it, and write the results to dis

Modeling n-Symmetry Vector Fields using Higher-Order Energies

We introduce n-field splines, an approach for modeling tangential n-fields on surfaces that supports interpolation and alignment constraints, placing singularities and local editing of n-fields and provides real-time responses. The approach is based on novel biharmonic and m-harmonic energies for n-fields on surface meshes and the integration of hard constraints to the resulting optimization problems. Real-time computation rates are achieved by a model reduction approach employing a Fourier-like n-fields decomposition, which associates frequencies and modes to n-fields on surfaces. To demonstrate the benefits of the proposed n-field modeling approach, we use it for controlling stroke directions in line-art drawings of surfaces and for the modeling of anisotropic BRDFs which define the reflection behavior of surfaces.

FontCode: Embedding Information in Text Documents using Glyph Perturbation

We introduce FontCode, an information embedding technique for text documents. Provided a text document with specific fonts, our method embeds user-specified information in the text by perturbing the glyphs of text characters while preserving the text content. We devise an algorithm to choose unobtrusive yet machine-recognizable glyph perturbations, leveraging a recently developed generative model that alters the glyphs of each character continuously on a font manifold. We then introduce an algorithm that embeds a user-provided message in the text document and produces an encoded document whose appearance is minimally perturbed from the original document. We also present a glyph recognition method that recovers the embedded information from an encoded document stored as a vector graphic or pixel image, or even on a printed paper. In addition, we introduce a new error-correction coding scheme that rectifies a certain number of recognition errors. Lastly, we demonstrate that our technique enables a wide array of applications, using it as a text document metadata holder, an unobtrusive optical barcode, a cryptographic message embedding scheme, and a text document signature.

Bibliometrics

Publication Years 1982-2018
Publication Count 3138
Citation Count 92301
Available for Download 3135
Downloads (6 weeks) 40320
Downloads (12 Months) 348637
Downloads (cumulative) 3582392
Average downloads per article 1143
Average citations per article 29
First Name Last Name Award
Aseem Agarwala ACM Doctoral Dissertation Award
Honorable Mention (2006) ACM Doctoral Dissertation Award
Honorable Mention (2006)
Narendra Ahuja ACM Fellows (1996)
Kurt B Akeley ACM Fellows (1996)
Ronald M Baecker ACM Fellows (2011)
Chandrajit L. Bajaj ACM Fellows (2009)
Alan H Barr ACM Fellows (1995)
Benjamin B Bederson ACM Distinguished Member (2011)
Kellogg S. Booth ACM Distinguished Member (2009)
ACM Senior Member (2009)
Alan H Borning ACM Fellows (2001)
Ronan Boulic ACM Senior Member (2006)
Achi Brandt SIAM/ACM Prize in Computational Science and Engineering (2005)
Frederick Brooks ACM-IEEE CS Eckert-Mauchly Award (2004)
ACM A. M. Turing Award (1999)
ACM AAAI Allen Newell Award (1994)
ACM Fellows (1994)
ACM Distinguished Service Award (1987)
William A.S. Buxton ACM Fellows (2008)
Stuart K. Card ACM Fellows (2000)
Bernard Chazelle ACM Fellows (1996)
Bing-Yu Chen ACM Senior Member (2011)
Michael F. Cohen ACM Fellows (2007)
Rob Cook ACM Fellows (1999)
Seth Cooper ACM Doctoral Dissertation Award (2011)
Thomas DeFanti ACM Fellows (1994)
Outstanding Contribution to ACM Award (1988)
James Demmel ACM Paris Kanellakis Theory and Practice Award (2014)
ACM Fellows (1999)
David P Dobkin ACM Fellows (1997)
Fredo Durand ACM Fellows (2016)
David S Ebert ACM Senior Member (2009)
Alexei A. Efros ACM Prize in Computing (2016)
David Eppstein ACM Fellows (2011)
Irfan A Essa ACM Senior Member (2008)
Adam Finkelstein ACM Fellows (2014)
James D Foley ACM Fellows (1999)
David Forsyth ACM Fellows (2013)
William Freeman ACM Fellows (2016)
Henry Fuchs ACM Fellows (1995)
Robert M Geist ACM Distinguished Member (2009)
Michael L Gleicher ACM Distinguished Member (2011)
Mashhuda Glencross ACM Senior Member (2017)
Shyamnath Gollakota ACM Doctoral Dissertation Award (2012)
Donald Greenberg ACM Fellows (1995)
Markus Gross ACM Fellows (2012)
Leonidas J Guibas ACM AAAI Allen Newell Award (2007)
ACM Fellows (1999)
Baining Guo ACM Fellows (2011)
John Guttag ACM Fellows (2006)
Pat Hanrahan ACM Fellows (2008)
David Harel ACM Software System Award (2007)
ACM Fellows (1994)
ACM Karl V. Karlstrom Outstanding Educator Award (1992)
Haitham Hassanieh ACM Doctoral Dissertation Award (2016)
Aaron Hertzmann ACM Distinguished Member (2015)
Derek Hoiem ACM Doctoral Dissertation Award
Honorable Mention (2008) ACM Doctoral Dissertation Award
Honorable Mention (2008)
Hugues Hoppe ACM Fellows (2011)
Mark A Horowitz ACM Fellows (2003)
Hui Huang ACM Senior Member (2016)
Warren Alva Hunt ACM Distinguished Member (2015)
ACM Senior Member (2013)
Victoria L Interrante ACM Senior Member (2007)
Robert J.K. Jacob ACM Fellows (2016)
Odest Jenkins ACM Senior Member (2017)
Takeo Kanade ACM AAAI Allen Newell Award (2010)
ACM Fellows (1999)
Michael Kass ACM Fellows (2017)
Dina Katabi ACM Fellows (2013)
ACM Grace Murray Hopper Award (2012)
ACM Doctoral Dissertation Award
Honorable Mention (2003)
Donald E Knuth ACM Fellows (1994)
ACM Software System Award (1986)
ACM A. M. Turing Award (1974)
ACM Grace Murray Hopper Award (1971)
Daphne Koller ACM Prize in Computing (2007)
Marc Levoy ACM Fellows (2007)
Henry M Levy ACM Fellows (1996)
Ming C Lin ACM Fellows (2011)
Jock D Mackinlay ACM Distinguished Member (2013)
Dinesh Manocha ACM Fellows (2009)
Michael Mitzenmacher ACM Fellows (2014)
J Nievergelt ACM Fellows (1995)
James F. O'Brien ACM Distinguished Member (2009)
Dan R Olsen ACM Fellows (2006)
Ming Ouhyoung ACM Senior Member (2007)
John Douglas Owens ACM Distinguished Member (2017)
Renato Pajarola ACM Senior Member (2016)
Franco P Preparata ACM Fellows (1995)
Abtin Rahimian ACM Gordon Bell Prize
Performance (2010) ACM Gordon Bell Prize
Performance (2010)
Ravi Ramamoorthi ACM Fellows (2017)
ACM Distinguished Member (2015)
Sandy Ressler ACM Senior Member (2009)
Jarek Rossignac ACM Senior Member (2013)
Holly E Rushmeier ACM Fellows (2016)
ACM Distinguished Member (2006)
David H Salesin ACM Fellows (2002)
Hanan Samet ACM Paris Kanellakis Theory and Practice Award (2011)
ACM Fellows (1996)
Peter Schroeder ACM Fellows (2015)
Micha Sharir ACM Fellows (1997)
Stuart Shieber ACM Fellows (2014)
Ben Shneiderman ACM Fellows (1997)
Jeremy Sugerman ACM Software System Award (2009)
Subhash Suri ACM Fellows (2010)
ACM Distinguished Member (2007)
Ivan Sutherland ACM Fellows (1994)
ACM Software System Award (1993)
ACM A. M. Turing Award (1988)
Richard Szeliski ACM Fellows (2008)
Shang-Hua Teng ACM Fellows (2009)
Demetri Terzopoulos ACM Fellows (2007)
Matthew A Turk ACM Senior Member (2007)
Baba C Vemuri ACM Fellows (2009)
Jeffrey S Vetter ACM Distinguished Member (2012)
ACM Gordon Bell Prize
Performance (2010)
J Turner Whitted ACM Fellows (1995)
Kai Xu ACM Senior Member (2017)
KangKang Yin ACM Senior Member (2016)
Eugene Zhang ACM Senior Member (2010)
Lixia Zhang ACM Fellows (2006)
Yuanyuan Zhou ACM Fellows (2013)
ACM Distinguished Member (2011)
Denis Zorin ACM Gordon Bell Prize
Performance (2010) ACM Gordon Bell Prize
Performance (2010)
Michael J Zyda ACM Senior Member (2009)
Andries van Dam ACM Fellows (1994)
ACM Karl V. Karlstrom Outstanding Educator Award (1993)
Andries van Dam ACM Fellows (1994)
ACM Karl V. Karlstrom Outstanding Educator Award (1993)

First Name Last Name Paper Counts
Daniel Cohen-Or 87
Frédo Durand 77
Wojciech Matusik 72
Hans Seidel 65
Baining Guo 64
Markus Gross 62
Kun Zhou 57
Ravi Ramamoorthi 53
Niloy Mitra 50
Heungyeung Shum 43
Jessica Hodgins 37
Leonidas Guibas 35
Ramesh Raskar 34
Eitan Grinspun 34
Szymon Rusinkiewicz 34
Maneesh Agrawala 33
Alla Sheffer 33
Steve Marschner 33
Doug James 33
Hugues Hoppe 32
Peter Wonka 32
Kavita Bala 32
Mathieu Desbrun 32
Fabio Pellacini 32
Pat Hanrahan 31
Mark Pauly 30
Henrik Jensen 29
James O'Brien 29
Yaron Lipman 28
Jovan Popović 28
Bernd Bickel 27
Hujun Bao 27
Olga Sorkine-Hornung 26
Takeo Igarashi 26
Zoran Popović 26
Wojciech Jarosz 25
Daniele Panozzo 24
Shimin Hu 24
Richard Szeliski 24
Dani Lischinski 24
Derek Nowrouzezahrai 23
Yizhou Yu 23
Oliver Deussen 23
Wolfgang Heidrich 23
Denis Zorin 23
Hanspeter Pfister 23
Michiel Van De Panne 22
Michael Cohen 22
Johannes Kopf 22
Adam Finkelstein 22
Tientsin Wong 22
Jan Kautz 22
Greg Turk 21
Shree Nayar 21
Hao Zhang 21
Diego Gutierrez 21
Helmut Pottmann 20
Jaakko Lehtinen 20
Ronald Fedkiw 20
George Drettakis 20
Wilmot Li 20
Eli Shechtman 20
Vladlen Koltun 20
Liyi Wei 20
Peter Schröder 20
Hui Huang 20
Thomas Funkhouser 19
Stelian Coros 19
Pieter Peers 19
Sylvain Lefebvre 19
Robert Bridson 19
Karol Myszkowski 19
Jason Lawrence 19
David Salesin 19
Bernhard Thomaszewski 19
Dinesh Pai 18
Raanan Fattal 18
Aseem Agarwala 18
Matthias Zwicker 18
Chris Wojtan 18
Matthias Nießner 18
Marc Alexa 18
Ariel Shamir 18
Christian Theobalt 18
Bedřich Beneš 17
William Freeman 17
Ladislav Kavan 17
Paul Debevec 17
Gordon Wetzstein 16
Julie Dorsey 16
Dinesh Manocha 16
C Liu 16
Jinxiang Chai 16
Leif Kobbelt 16
Olga Sorkine 16
Changxi Zheng 16
Sylvain Paris 16
Piotr Didyk 16
Tobias Ritschel 16
Tao Ju 15
Ilya Baran 15
Jernej Barbič 15
Marie Cani 15
David Levin 15
Marco Tarini 15
John Snyder 15
Brian Curless 15
Andrei Sharf 15
Miguel Otaduy 15
Yue Dong 15
Tomas Akenine-Möller 15
Vladimir Kim 15
Bruno Lévy 15
Adrien Bousseau 15
Kai Xu 14
Weiwei Xu 14
Diego Nehab 14
Toshiya Hachisuka 14
Tony DeRose 14
Marc Levoy 14
Xin Tong 14
Ming Lin 14
Alec Jacobson 14
Wenzel Jakob 14
Jaroslav Křivánek 14
Thabo Beeler 14
Stephen Lin 14
Bruce Walter 14
Danny Kaufman 14
Nils Thuerey 14
Yang Liu 14
Nathan Carr 14
Baoquan Chen 14
Shuang Zhao 14
Ofir Weber 13
Michael Zollhöfer 13
Shahram Izadi 13
Eftychios Sifakis 13
Huamin Wang 13
Andrew Selle 13
Wenping Wang 13
Chikeung Tang 13
Matthias Hullin 13
Connelly Barnes 13
Carol O'Sullivan 13
Kalyan Sunkavalli 13
Douglas Lanman 13
Jian Sun 13
Tim Weyrich 13
Matthew Fisher 13
Donald Greenberg 13
Steven Seitz 12
Aaron Hertzmann 12
Ulrich Pinkall 12
Michael Goesele 12
Singbing Kang 12
Michael Kazhdan 12
Hao Zhang 12
Jin Huang 12
Marc Stamminger 12
Daniel Aliaga 12
Christopher Batty 12
Etienne Vouga 12
Johannes Wallner 12
Holly Rushmeier 12
Alexei Efros 12
Timo Aila 12
Yotam Gingold 12
Karan Singh 12
Craig Gotsman 12
Alexander Hornung 12
Pierre Alliez 12
Xin Tong 12
JeHee Lee 12
Oliver Van Kaick 12
Kayvon Fatahalian 12
Jonathan Ragan-Kelley 12
Dan Goldman 12
Rasmus Tamstorf 11
Jiaya Jia 11
Felix Heide 11
Derek Bradley 11
Shinjiro Sueda 11
Keenan Crane 11
Fernando De Goes 11
Scott Schaefer 11
KangKang Yin 11
David Luebke 11
Elmar Eisemann 11
Adrien Treuille 11
Christian Theobalt 10
Sylvain Paris 10
David Bommes 10
Adam Bargteil 10
Rafał Mantiuk 10
Baoquan Chen 10
Tongyee Lee 10
Yingqing Xu 10
John Hart 10
Pitchaya Sitthi-amorn 10
Justin Solomon 10
Andrew Adams 10
Jiaping Wang 10
Maks Ovsjanikov 10
Markus Gross 10
Robert Sumner 10
Rahul Narain 10
Philip Dutré 10
Joseph Teran 10
Carsten Dachsbacher 10
Abhijeet Ghosh 10
Yiying Tong 10
François Sillion 10
Ruizhen Hu 9
Noam Aigerman 9
Nicolas Ray 9
Pradeep Sen 9
Michael Gleicher 9
Michael Black 9
Evangelos Kalogerakis 9
Jue Wang 9
Dinesh Manocha 9
Paolo Cignoni 9
Phengann Heng 9
Minglun Gong 9
Joe Warren 9
Mirela Ben-Chen 9
Nico Pietroni 9
Lingqi Yan 9
Qiming Hou 9
Rui Wang 9
Min Kim 9
Jarek Rossignac 9
Marcel Campen 9
Nancy Pollard 9
Amir Vaxman 9
Hao Li 9
Jan Novák 9
Pascal Barla 9
Hendrik Lensch 9
Todd Zickler 8
Roi Poranne 8
Charles Loop 8
Chiwing Fu 8
Marcus Magnor 8
Martin Kilian 8
Eugene Zhang 8
Edward Adelson 8
Victor Ostromoukhov 8
François Faure 8
Long Quan 8
Tomoyuki Nishita 8
Peter Belhumeur 8
Mark Horowitz 8
Nuttapong Chentanez 8
Sofien Bouaziz 8
Matt Uyttendaele 8
Michael Wimmer 8
Michael Garland 8
James Tompkin 8
Craig Donner 8
Cyril Soler 8
Miloš Hašan 8
Saikit Yeung 8
Chongyang Ma 8
Tunç Aydın 8
Daniel Sýkora 8
Demetri Terzopoulos 8
Hongbo Fu 8
Peter Sloan 8
Eugene Fiume 8
Manuel Oliveira 8
Robert Sumner 8
Tamy Boubekeur 8
Jörg Peters 8
Ping Tan 8
Qixing Huang 8
Michael Rubinstein 7
Gilbert Bernstein 7
Linjie Luo 7
Emily Whiting 7
Ravi Ramamoorthi 7
Dongming Yan 7
Oliver Wang 7
Theodore Kim 7
Stephen DiVerdi 7
Duygu Ceylan 7
Ayellet Tal 7
Belen Masia 7
Matthias Müller 7
Doug Decarlo 7
Anton Kaplanyan 7
Ron Goldman 7
Peter Shirley 7
Nima Kalantari 7
Nicholas Vining 7
Moritz Bächer 7
Aljoscha Smolić 7
John Hughes 7
Tianjia Shao 7
John Lewis 7
John Owens 7
Floraine Berthouzoz 7
Noah Snavely 7
Ligang Liu 7
Junyong Noh 7
Yoshinori Dobashi 7
Mario Botsch 7
Marc Pollefeys 7
Shiqing Xin 7
Sören Pirk 7
Petrik Clarberg 7
Brian Barsky 7
Taku Komura 7
Ariel Shamir 7
David Forsyth 7
Paul Beardsley 7
Daniel Vlasic 7
William Mark 7
Brian Wyvill 7
Mélina Skouras 6
Zeev Farbman 6
Tim Hawkins 6
Yaser Sheikh 6
Yongjoon Lee 6
Ligang Liu 6
Kurt Akeley 6
David Cohen-Steiner 6
Honghua Li 6
Zhong Ren 6
Anat Levin 6
John Keyser 6
Frank Losasso 6
Pedro Sander 6
Andrea Tagliasacchi 6
Ken Museth 6
Gabriel Brostow 6
Boris Neubert 6
Hao Su 6
Xinguo Liu 6
Jacob Munkberg 6
Hyeongseok Ko 6
Srinivasa Narasimhan 6
Martin Banks 6
Ondřej Jamriška 6
Zhigang Deng 6
Menglei Chai 6
Okan Arikan 6
Erik Reinhard 6
Xin Tong 6
Samuel Hasinoff 6
Sungeui Yoon 6
Rachel McDonnell 6
Wenping Wang 6
Matthew Hirsch 6
Valerio Pascucci 6
Tiantian Liu 6
Max Wardetzky 6
Leonard McMillan 6
Yongliang Yang 6
Laurent Belcour 6
Aaron Hertzmann 6
Roger Hersch 6
Lapfai Yu 6
Yuting Ye 6
Derek Bradley 6
Cem Yuksel 6
Hao Li 6
Samuli Laine 6
James Ferwerda 6
Ivo Ihrke 6
Chiewlan Tai 6
Kari Pulli 6
Thomas Funkhouser 6
Chenfanfu Jiang 6
Nobuyuki Umetani 6
Yonghao Yue 6
Sunghee Lee 6
Florence Bertails-Descoubes 6
Elaine Cohen 6
Chandrajit Bajaj 6
Jon Hasselgren, 6
Shahar Kovalsky 6
Ersin Yumer 6
Bart Adams 6
David Dobkin 6
Joëlle Thollot 6
Solomon Boulos 6
Enrico Puppo 6
Eric Heitz 6
Peng Song 6
Ibraheem Alhashim 6
Stefan Jeschke 6
Tim Foley 6
Andrew Nealen 6
Ares Lagae 5
Lvdi Wang 5
Xiaohan Shi 5
Arno Zinke 5
Adam Arbree 5
Xin Tong 5
Aaron Lefohn 5
Fabrice Rousselle 5
Julien Pettré 5
Charles Zitnick 5
Youngjun Kim 5
Iman Sadeghi 5
Loïc Barthe 5
Kevin Wampler 5
Carsten Dachsbacher 5
Chen Greif 5
Miika Aittala 5
Daniel Cohen-Or 5
Amit Bermano 5
Nicolas Bonneel 5
Rui Wang 5
Yanlin Weng 5
Xin Sun 5
Nils Thürey 5
Thorsten Thormählen 5
Yungyu Chuang 5
Philipp Slusallek 5
Gaël Guennebaud 5
Ignacio Garcia-Dorado 5
Michael Wand 5
Paul Kry 5
Feng Xu 5
Siddhartha Chaudhuri 5
Hao Zhang 5
Chenglei Wu 5
Paul Asente 5
Paul Guerrero 5
Anjul Patney 5
Sebastian Martin 5
Igor Mordatch 5
James Hays 5
Christoph Von Tycowicz 5
Carsten Rother 5
James McCann 5
Jonathan Shewchuk 5
Yushuen Wang 5
Johannes Schmid 5
Qionghai Dai 5
Jay Busch 5
Kiriakos Kutulakos 5
Jérémie Dumas 5
Greg Ward 5
Xiaoming Fu 5
Makoto Okabe 5
Manolis Savva 5
Adrian Jarabo 5
John Anderson 5
Klaus Hildebrandt 5
Alec Rivers 5
David Harmon 5
Ren Ng 5
Jack Tumblin 5
Shimin Hu 5
Miloš Hašan 5
Ravish Mehra 5
Johannes Hanika 5
Martin Šik 5
Craig Schroeder 5
Changxi Zheng 5
Tobias Pfaff 5
Andreas Weber 5
Jonathantyler Moon 5
Naga Govindaraju 5
Simon Fuhrmann 5
Graham Fyffe 5
Reinhard Klein 5
Martin Bokeloh 5
Romain Vergne 5
Breannan Smith 5
Jun Mitani 5
Yingge Qu 5
Shai Avidan 5
David Levin 5
Thomas Sederberg 5
Nicolas Holzschuch 5
Olga Sorkine 5
Patrick Mullen 5
Michael Nielsen 5
Oliver Bimber 5
Adriana Schulz 5
Aron Monszpart 5
Siddhartha Chaudhuri 5
Sunil Hadap 5
Gaurav Chaurasia 5
Ying He 5
Bingyu Chen 5
Seungyong Lee 5
Christian Schulz 5
Roland Fleming 5
Mingming Cheng 5
Amit Agrawal 5
Martin Fuchs 5
Aleksey Golovinskiy 5
Norman Badler 5
Jianyuan Min 5
Brian Guenter 5
Libin Liu 5
Christoph Bregler 5
Gabriel Taubin 5
James Gregson 5
Niloy Mitra 5
Min Tang 5
Ashish Myles 5
Sebastian Thrun 5
Ulf Assarsson 5
Ralph Martin 5
Jianmin Zheng 5
Andrew Jones 5
Yiying Tong 5
Desai Chen 5
Abe Davis 5
Mark Meyer 5
Ramesh Raskar 5
Shihong Xia 4
Benjamin Gilles 4
Jonàs Martínez 4
Otmar Hilliges 4
Vitor Pamplona 4
Steffen Weißmann 4
Peter Kaufmann 4
Soheil Darabi 4
Satoshi Iizuka 4
Jeongmo Hong 4
Billy Chen 4
Yanyun Chen 4
David Jacobs 4
Jos Stam 4
Ken Perlin 4
Simon Heinzle 4
Art Tevs 4
Daniel Cohen-Or 4
Yukun Lai 4
Mathieu Desbrun 4
Miles Macklin 4
Fuchung Huang 4
Angela Dai 4
Kenny Mitchell 4
Jonathan Dupuy 4
Jie Tan 4
Mehmet Yümer 4
Peiran Ren 4
Hao Pan 4
Soham Mehta 4
Sergey Levine 4
Tamar Shinar 4
Yin Li 4
John Snyder 4
Steven Drucker 4
Mikhail Bessmeltsev 4
Kai Hormann 4
Scott Hudson 4
Jiawen Chen 4
Yueshan Xiong 4
Peer Bremer 4
Mark Meyer 4
Robert Klassen 4
William Cowan 4
Jiaxian Yao 4
Jiří Vorba 4
Adrian Butscher 4
Bin Wang 4
Chen Cao 4
Nikunj Raghuvanshi 4
Dingzeyu Li 4
Beibei Liu 4
Leif Kobbelt 4
Wolfgang Heidrich 4
Greg Humphreys 4
Victor Zordan 4
Xi Wang 4
Lakulish Antani 4
Robert Carroll 4
Kartic Subr 4
Xueming Yu 4
Theodore Gast 4
Felix Knöppel 4
Gabriel Peyré 4
Kenshi Takayama 4
Bochang Moon 4
Marios Papas 4
Michael Schwarz 4
Moshe Mahler 4
Naureen Mahmood 4
Liwen Hu 4
Xueting Liu 4
Ronen Basri 4
Li Xu 4
Noa Fish 4
Levi Valgaerts 4
Ashok Veeraraghavan 4
Benedict Brown 4
Weiwen Feng 4
Binhhuy Le 4
Sungyong Shin 4
Rodolfo Lima 4
Dmitry Sokolov 4
Holger Theisel 4
Dan Olsen 4
Antonio Criminisi 4
Manfred Lau 4
Yeongho Seol 4
Neil Dodgson 4
Gilles Daviet 4
Uri Ascher 4
Rémi Ronfard 4
Ian McDowall 4
Shihao Wu 4
Neal Wadhwa 4
Zhili Chen 4
Edilson De Aguiar 4
Pramook Khungurn 4
Alexander Schiftner 4
Christopher Twigg 4
Narendra Ahuja 4
Jason Sewall 4
Wenping Wang 4
Liangliang Nan 4
Qixing Huang 4
Pierre Laffont 4
Claude Knaus 4
Gladimir Baranoski 4
Taipang Wu 4
Lei Yang 4
Ligang Liu 4
Michal Lukáč 4
Hans Ebke 4
Kevin Egan 4
Nathan Mitchell 4
Jonathan Denning 4
Leventburak Kara 4
Jonas Unger 4
Yanir Kleiman 4
Chengcheng Tang 4
Ming Lin 4
Barbara Solenthaler 4
Alexey Stomakhin 4
Matthias Teschner 4
Gerard Pons-Moll 4
Basile Audoly 4
Radomír Mĕch 4
Pedro Sander 4
Andrew Fitzgibbon 4
Charles Han 4
Forrester Cole 4
Bo Sun 4
Robert Cook 4
Falai Chen 4
Zachary DeVito 4
Katherine Breeden 4
Chaohui Shen 4
Markus Steinberger 4
Dieter Schmalstieg 4
Martin Wicke 4
James Hegarty 4
Ran Gal 4
Akash Garg 4
Michael Neff 4
Hongzhi Wu 4
Matthew O'Toole 4
Ming Chuang 4
A Öztireli 4
Pascal Müller 4
Javier Romero 4
Yong He 4
Cláudio Silva 4
Pablo Garrido 4
Damien Rohmer 4
Stéfanie Hahmann 4
Jack Wang 4
Edgar Simo-Serra 4
Michael Burns 4
Philippe Beaudoin 4
Carsten Stoll 4
Geoffrey Irving 4
Michael Brown 4
Dhruv Mahajan 4
Ari Rappoport 4
John Beatty 4
Timothy Langlois 4
Jue Wang 4
Fanglue Zhang 4
Jakub Fišer 4
Leonid Sigal 4
Mridul Aanjaneya 4
Lin Lu 4
Aditi Majumder 4
Frédo Durand 4
Tamal Dey 4
Hiroshi Ishikawa 4
Tiberiu Popa 4
Neel Joshi 4
C Liu 4
Rasmus Barringer 4
Mira Dontcheva 4
Lee Markosian 4
Juyong Zhang 4
Anselm Grundhöfer 4
Yağiz Aksoy 4
Jonathan Barron 4
Eugene D'Eon 4
Carl Schissler 4
Jungdam Won 4
Gang Zeng 3
Vojtěch Krs 3
Tian Fang 3
Andreas Söderström 3
Marco Salvi 3
Omri Azencot 3
Eitan Grinspun 3
Vladislav Kraevoy 3
Paul Merrell 3
Kwanliu Ma 3
Rui Wang 3
Gustavo Patow 3
Byungkuk Choi 3
Éric Galin 3
Henning Zimmer 3
Allen Van Gelder 3
Jane Wilhelms 3
Ira Kemelmacher-Shlizerman 3
Chiwing Fu 3
Jean Bazin 3
Zhouwang Yang 3
Till Niese 3
Ying Cao 3
Liqian Ma 3
Philip Shilane 3
Jeroen Van Baar 3
Xianying Li 3
Shisheng Huang 3
William Kerr 3
Micah Johnson 3
Xavier Granier 3
Barry Joe 3
Kenneth Torrance 3
Paul Green 3
Jianxiong Xiao 3
Minmin Gong 3
Qianyi Zhou 3
Yili Zhao 3
Ralph Martin 3
Guojun Chen 3
Cem Keskin 3
Insung Ihm 3
Jonathan Taylor 3
Petr Kellnhofer 3
Vladimir Tankovich 3
Anat Levin 3
Luigi Malomo 3
Ken Anjyo 3
Jingwan Lu 3
Valentina Tibaldo 3
Rajsekhar Setaluri 3
Michaël Gharbi 3
Yichang Shih 3
Bo Ren 3
Leonidas Guibas 3
Guofu Xie 3
Eyal Ofek 3
Marco Da Silva 3
Eric Stollnitz 3
Oscar Au 3
Chris Wyman 3
Antoni Chan 3
Andrew Blake 3
Minkyoung Lee 3
Hany Farid 3
Ankit Mohan 3
Ingo Wald 3
Ryan Schmidt 3
Zhixin Shu 3
Miklós Bergou 3
Simon Flöry 3
Kiril Vidimče 3
Richard Keiser 3
Baoyuan Wang 3
Yuhong Yeung 3
Yang Liu 3
Carlos Vanegas 3
Ivaylo Boyadzhiev 3
Iliyan Georgiev 3
Orazio Gallo 3
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Chihan Peng 3
Mark Bolas 3
Nina Amenta 3
Chenyang Zhu 3
Julian Panetta 3
Albert Chern 3
Mark Kilgard 3
Fan Zhong 3
Jianjun Zhang 3
Morten Bojsen-Hansen 3
Ruofeng Tong 3
Jeffrey Chadwick 3
Huamin Wang 3
Jeremy Sugerman 3
Kanghoon Lee 3
G Finnigan 3
Thorsten Grosch 3
Bryan Klingner 3
Eino Talvala 3
John Ochsendorf 3
Lucas Kovar 3
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Rob Fergus 3
Pere Brunet 3
Jean Paul 3
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Etienne Corman 3
Colin Ware 3
Hongbo Fu 3
Sean Fanello 3
Michela Spagnuolo 3
Mingyu Choi 3
Basile Sauvage 3
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Jehee Lee 3
Jingwan Lu 3
Manuel Lang 3
Alexander Wilkie 3
Sangil Park 3
Tommer Leyvand 3
Pengbo Bo 3
Przemyslaw Prusinkiewicz 3
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Andrew Gardner 3
Kei Iwasaki 3
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Shizhe Zhou 3
Kevin Karsch 3
Jean Lalonde 3
Robert Wang 3
Philip Torr 3
Jamie Shotton 3
Cyril Soler 3
Peng Zhao 3
Jaewoo Seo 3
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Gordon Wetzstein 3
Scott Schaefer 3
Jian Sun 3
Rui Ma 3
James McCrae 3
James Gain 3
Alvaro Collet 3
Zhaoliang Lun 3
Xinxin Zhang 3
Alexandru Ichim 3
Hongyi Xu 3
Xiaowu Chen 3
Dian Fan 3
Jinjie Lin 3
Vittorio Megaro 3
Eduardo Gastal 3
Youyi Zheng 3
Steven An 3
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Martin Čadík 3
Mike Houston 3
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Ulrich Neumann 3
Adolfo Muñoz 3
Yosuke Bando 3
Ohyoung Song 3
Gershon Elber 3
Shubhabrata Sengupta 3
Iain Matthews 3
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Matt Stanton 3
Tero Karras 3
Sumanta Pattanaik 3
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Andrew Maimone 3
Jean Dischler 3
Zohar Levi 3
Julio Marco 3
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Taeyong Kim 3
Perttu Hämäläinen 3
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Mark Finch 3
Yuki Koyama 3
Chunxu Xu 3
Abdalla Ahmed 3
Helge Rhodin 3
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Gioacchino Noris 3
Linling Zhang 3
Laurence Boissieux 3
Ivan Poupyrev 3
Yuchi Huo 3
Xiaobai Chen 3
Fabian Hahn 3
Krzysztof Templin 3
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Kristian Hildebrand 3
Michael Kass 3
Lifeng Wang 3
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Helge Seetzen 3
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Chuyuan Fu 3
Sameh Khamis 3
Weikai Chen 3
David Fleet 3
Sungkil Lee 3
Yebin Liu 3
Melinos Averkiou 3
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Christian Richardt 3
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Haisen Zhao 3
Pushmeet Kohli 3
Eder Miguel 3
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Haggai Maron 3
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Qingnan Zhou 3
David Hahn 3
Fang Da 3
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Glen Berseth 3
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Marco Manzi 3
Philippe Block 3
Yun Teng 3
Przemyslaw Musialski 3
Takaaki Shiratori 3
Jing Liao 3
Yin Yang 3
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Xin Sun 3
Florian Hecht 3
Behzad Sajadi 3
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Lin Shi 3
Lu Yuan 3
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Alla Safonova 3
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Michael Holroyd 3
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Jun Wang 3
Jon Rokne 3
Hsiangtao Wu 3
Ping Tan 3
Jonas Zehnder 3
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Ming Zou 3
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Kun Xu 3
Yun Fei 3
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Hungkuo Chu 3
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Sean Bell 3
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Junjie Cao 3
Kangxue Yin 3
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Michael Hofer 2
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Sunghyun Cho 2
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Affiliation Paper Counts
Universite de Poitiers 1
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Zuse Institute Berlin 1
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CPE Lyon 1
Vilnius University 1
Gwangju Institute of Science and Technology 1
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Clariant AG 1
Interval Research Corporation 1
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LG Electronics, Korea 1
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Intuitive Surgical 1
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HP Inc., Singapore 1
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NEC Laboratories America, Inc. 1
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Advanced Micro Devices, Inc. 1
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Harbin Institute of Technology 1
Boston University 1
University of Birmingham 1
European Organization for Nuclear Research 1
Catholic University of America 1
Hewlett-Packard Inc. 1
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Indiana University 1
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IBM, USA 1
Williams College 1
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Technical University of Clausthal 1
Queen Mary, University of London 1
University of Durham 1
National Taiwan Normal University 1
National Institute of Standards and Technology 1
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Computer and Automation Research Institute Hungarian Academy of Sciences 1
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Karlsruhe Institute of Technology, Campus South 1
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Victoria University Toronto 1
Nortel Networks 1
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Ecole Normale Superieure de Cachan 1
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AT&T - Naperville 1
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CNRS Centre National de la Recherche Scientifique 1
Tektronix Incorporated 1
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Jet Propulsion Laboratory 1
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Universite Paris 13 1
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GM Research Lab 1
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CSIC - Optics Institute Daza de Valdes 1
Samsung Group 1
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Roma Tre University 1
Norwegian University of Science and Technology 1
Carleton College, USA 1
Hangzhou Dianzi University 1
Brno University of Technology 1
University of Massachusetts System 1
3M USA 1
AT&T Inc. 1
University of Tras-os-Montes and Alto Douro 1
Drexel University 1
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University of Nottingham 1
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Japan Science and Technology Agency 1
General Motors 2
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Sarnoff Corporation 2
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California Polytechnic State University, San Luis Obispo 2
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Yuan Ze University 2
Adam Mickiewicz University in Poznan 2
Sun Microsystems 2
University of Cantabria 2
Texas Instruments 2
University of Kansas Lawrence 2
Middlebury College 2
Arizona State University at the Downtown Phoenix campus 2
Academia Sinica Taiwan 2
Centre for Development of Advanced Computing Mumbai 2
Zhengzhou University 2
Brunel University London 2
Russian Academy of Sciences 2
University of Delaware 2
University of Bayreuth 2
Hengyang Normal University 2
Bulgarian Academy of Sciences 2
University of Iowa 2
Indiana University-Purdue University Indianapolis 2
Nagoya Institute of Technology 2
University of Southampton 2
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Rensselaer Polytechnic Institute 2
National Taiwan University of Science and Technology 2
University of Pisa 2
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Aberystwyth University 2
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Universite Rennes 2 Haute Bretagne 2
Hiroshima University 2
CIRAD 2
Tokyo Institute of Technology 2
Tata Institute of Fundamental Research 2
Pontifical Catholic University of Rio de Janeiro 2
Walt Disney 2
Universidad de la Republica 2
Dolby Laboratories 2
Schlumberger-Doll Research Center 2
Shimizu Corporation 2
Seoul National University Bundang Hospital 2
Numerical Geometry Ltd. 2
University of Pennsylvania, School of Engineering and Applied Science 2
Institute of Science and Technology Austria 2
Zhejiang Sci-Tech University 2
Sony Pictures Imageworks 2
University of East Anglia 3
Ecole Normale Superieure 3
University of Colorado at Boulder 3
University of Westminster 3
Catholic University of Louvain, Louvain-la-Neuve 3
University of Beira Interior 3
University of Glasgow 3
Rochester Institute of Technology 3
Victoria University of Wellington 3
University of Haifa 3
George Washington University 3
Toyohashi University of Technology 3
University of Lugano 3
City University of New York 3
Control Data Corporation 3
Universite Paris Dauphine 3
Sharp Laboratories of America 3
University of Groningen 3
University of Arizona 3
Utsunomiya University 3
Indian Institute of Technology, Bombay 3
Eastman Kodak Company 3
Justus Liebig University Giessen 3
Nankai University 3
Technical University of Dresden 3
Xerox Corporation 3
Heriot-Watt University, Edinburgh 3
Hacettepe University 3
Rutherford Appleton Laboratory 3
Nokia USA 3
Lancaster University 3
University of Massachusetts Boston 3
South China University of Technology 3
Hanyang University 3
Wakayama University 3
Nippon Telegraph and Telephone Corporation 3
University of Sydney 3
Korea Institute of Science and Technology 3
Fraunhofer Institute for Computer Graphics Research 3
Chulalongkorn University 3
St. Louis University 3
Laboratoire d'Informatique de l'Ecole Polytechnique 3
University of Minnesota Twin Cities 3
Commonwealth Scientific and Industrial Research Organization 3
Kent State University 3
University of Hull 3
Universite de Rennes 1 3
Boeing Corporation 3
Laval University 3
Universite Paris-Est 3
Communaute d'Universites et d'Etablissements Lille Nord de France 3
Qatar Computing Research institute 3
Chiba University 4
Samsung Electronics Co. Ltd. 4
University of Geneva 4
Laboratoire d'Analyse et d'Architecture des Systemes 4
VRVis Research Center 4
University of Adelaide 4
The University of Western Ontario 4
Kyushu University 4
University of Oregon 4
University of Zurich 4
Kwangwoon University 4
Riken 4
The University of North Carolina System 4
National Tsing Hua University 4
Yokohama National University 4
Sun Yat-Sen University 4
Portland State University 4
Nokia Corporation 4
University of Bergen 4
University of Electro-Communications 4
Eindhoven University of Technology 4
Nanjing University 4
Toyota Technological Institute at Chicago 4
Academic College of Tel-Aviv - Yaffo 4
University of Cape Town 5
University of Michigan 5
University of Sao Paulo 5
Tohoku University 5
Duke University 5
Tampere University of Technology 5
University of Oslo 5
HP Labs 5
IBM Research 5
University of Leeds 5
The Interdisciplinary Center Herzliya 5
Oxford Brookes University 5
Kao Corporation 5
University of New Brunswick 5
Carleton University 5
Xi'an Jiaotong University 5
University of Surrey 5
Johannes Kepler University Linz 5
Universite Claude Bernard Lyon 1 5
Instituto Nacional de Matematica Pura E Aplicada, Rio de Janeiro 5
Ningbo University 5
University of Cagliari 5
Autodesk Inc. 5
Harvard School of Engineering and Applied Sciences 5
The Chinese University of Hong Kong, Shenzhen 5
LORIA Laboratoire Lorrain de Recherche en Informatique et ses Applications 6
University of Ulm 6
University of Alberta 6
University of Gottingen 6
University of New Mexico 6
Singapore University of Technology and Design 6
Laboratoire Jean Kuntzmann (LJK) 6
University of Bielefeld 6
Yonsei University 6
University of Magdeburg 6
Tianjin University 6
Sony Corporation 6
University of Siegen 6
Osaka University 6
Electronics Telecommunication Research Institute 6
University of Manchester 6
Dalian University of Technology 6
University of Texas at Dallas 6
TELECOM ParisTech 6
Bangor University 7
Technical University of Denmark 7
University of Illinois at Chicago 7
Sejong University 7
Facebook, Inc. 7
Shanghai Jiaotong University 7
University of Genoa 7
Universitat de Barcelona 7
Swansea University 7
Max Planck Institute for Biological Cybernetics 7
Korea University 7
University of Insubria 7
University of Minnesota System 7
University of Kaiserslautern 7
Clemson University 7
Michigan State University 8
Hangzhou Normal University 8
Universite de Lorrain 8
National Chiao Tung University Taiwan 8
McGill University 8
Sandia National Laboratories, New Mexico 8
Hasselt University 8
University of Central Florida 8
University of Aarhus 9
University of Bath 9
Laboratoire Traitement et Communication de l'Information 9
Ecole Polytechnique 9
Imperial College London 9
The College of William and Mary 9
INRIA Rhone-Alpes 9
Memorial University of Newfoundland 9
University of Bristol 9
Universitat Politecnica de Catalunya 9
University of California , Merced 9
National Research Council Canada 9
University of Tubingen 9
University of Oxford 10
University of Cambridge 10
Universitat de Girona 10
University of Stuttgart 10
Nokia Bell Labs 10
Peking University 10
Lawrence Livermore National Laboratory 11
Bournemouth University 11
University of Kentucky 11
Istituto di Scienza e Tecnologie dell'Informazione A. Faedo 11
Universite de Strasbourg 11
Indian Institute of Technology, Delhi 11
University of Freiburg 12
Ben-Gurion University of the Negev 12
University of California, Riverside 12
Universite de Bordeaux 12
George Mason University 12
University of California, Irvine 12
Utrecht University 12
Free University of Berlin 13
Oregon State University 13
Technical University in Braunschweig 13
Hokkaido University 13
University of Houston 13
University of Tsukuba 13
Palo Alto Research Center Incorporated 14
Universite de Toulouse 14
IBM Thomas J. Watson Research Center 14
University of California, Santa Cruz 14
Washington University in St. Louis 14
Bar-Ilan University 14
Delft University of Technology 14
Federal University of Rio Grande do Sul 14
Shenzhen University 14
Stony Brook University 15
University of Edinburgh 15
Linkoping University 15
Italian National Research Council 15
Chalmers University of Technology 15
Bauhaus University Weimar 15
Pohang University of Science and Technology 16
Waseda University 16
Northwestern University 16
Ewha Women's University 16
Cardiff University 16
University of Texas at Austin 17
Google Inc. 17
University of Florida 17
University of Maryland 18
Czech Technical University in Prague 18
University of California, Santa Barbara 19
University of Illinois 19
Johns Hopkins University 19
Chinese Academy of Sciences 19
Technical University of Munich 20
Beihang University 20
IMAG 21
Universite de Lyon 21
University of Bern 22
Shenzhen Institute of Advanced Technology 22
Microsoft Research Cambridge 23
Rice University 23
University of Calgary 23
National Cheng Kung University 24
University of Massachusetts Amherst 24
Brigham Young University 25
Charles University 26
City University of Hong Kong 26
Lund University 27
National Taiwan University 27
Max Planck Institute for Intelligent Systems 27
Karlsruhe Institute of Technology 28
University of Pennsylvania 28
National University of Singapore 28
INRIA Lorraine 29
University of Roma La Sapienza 29
Arizona State University 30
Rutgers, The State University of New Jersey 31
Graz University of Technology 31
King Abdullah University of Science and Technology 31
Ohio State University 32
Technical University of Darmstadt 34
National University of Defense Technology China 34
Yale University 36
Catholic University of Leuven, Leuven 36
Dartmouth College 37
Aalto University 38
University of Erlangen-Nuremberg 39
University of Montreal 39
Nanyang Technological University 39
Microsoft Corporation 40
University of Bonn 42
University of Dublin, Trinity College 43
University of California, Davis 43
Technical University of Berlin 44
Brown University 44
Saarland University 46
University of California, Los Angeles 47
University of Waterloo 48
Shandong University 48
Harvard University 49
University of Virginia 49
RWTH Aachen University 51
Adobe Systems Incorporated 51
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Technion - Israel Institute of Technology 53
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University of Wisconsin Madison 57
NVIDIA 58
University of California System 58
Hebrew University of Jerusalem 59
Korea Advanced Institute of Science & Technology 60
Mitsubishi Electric Research Laboratories 61
INRIA Sophia Antipolis 62
Weizmann Institute of Science Israel 64
Vienna University of Technology 65
INRIA Institut National de Rechereche en Informatique et en Automatique 66
Swiss Federal Institute of Technology, Lausanne 67
University of Utah 67
Intel Corporation 67
Seoul National University 68
Texas A and M University 69
University of Science and Technology of China 70
Universite Grenoble Alpes 70
Hong Kong University of Science and Technology 73
University of Illinois at Urbana-Champaign 73
Simon Fraser University 76
University of California, San Diego 76
MIT Media Laboratory 77
The University of Hong Kong 86
Purdue University 90
University of Tokyo 94
Chinese University of Hong Kong 97
University of Toronto 98
New York University 99
University College London 107
California Institute of Technology 112
Georgia Institute of Technology 128
The University of North Carolina at Chapel Hill 132
Max Planck Institute for Informatics 138
Massachusetts Institute of Technology 152
University of Southern California 158
Tel Aviv University 159
Tsinghua University 177
MIT Computer Science and Artificial Intelligence Laboratory 187
Carnegie Mellon University 188
University of Washington, Seattle 189
Princeton University 189
Columbia University 204
University of California, Berkeley 206
Zhejiang University 228
Cornell University 237
The University of British Columbia 253
Microsoft Research 285
Microsoft Research Asia 286
Swiss Federal Institute of Technology, Zurich 325
Stanford University 471

ACM Transactions on Graphics (TOG)
Archive


2018
Volume 37 Issue 1, January 2018  Issue-in-Progress

2017
Volume 36 Issue 6, November 2017 Proceedings of ACM SIGGRAPH Asia 2017
Volume 36 Issue 5, October 2017
Volume 36 Issue 4, July 2017
Volume 36 Issue 3, June 2017
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Volume 36 Issue 1, February 2017

2016
Volume 35 Issue 6, November 2016 Proceedings of ACM SIGGRAPH Asia 2016
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2015
Volume 35 Issue 1, December 2015
Volume 34 Issue 6, November 2015 Proceedings of ACM SIGGRAPH Asia 2015
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2014
Volume 34 Issue 1, November 2014
Volume 33 Issue 6, November 2014 Proceedings of ACM SIGGRAPH Asia 2014
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2013
Volume 32 Issue 6, November 2013 Proceedings of ACM SIGGRAPH Asia 2013
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Volume 32 Issue 4, July 2013 SIGGRAPH 2013 Conference Proceedings
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2012
Volume 31 Issue 6, November 2012 Proceedings of ACM SIGGRAPH Asia 2012
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2011
Volume 30 Issue 6, December 2011 Proceedings of ACM SIGGRAPH Asia 2011
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Volume 30 Issue 3, May 2011
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Volume 30 Issue 1, January 2011

2010
Volume 29 Issue 6, December 2010 Proceedings of ACM SIGGRAPH Asia 2010
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Volume 29 Issue 3, June 2010
Volume 29 Issue 2, March 2010

2009
Volume 29 Issue 1, December 2009
Volume 28 Issue 5, December 2009 Proceedings of ACM SIGGRAPH Asia 2009
Volume 28 Issue 4, August 2009
Volume 28 Issue 3, August 2009 Proceedings of ACM SIGGRAPH 2009
Volume 28 Issue 2, April 2009
Volume 28 Issue 1, January 2009

2008
Volume 27 Issue 5, December 2008 Proceedings of ACM SIGGRAPH Asia 2008
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Volume 27 Issue 2, April 2008
Volume 27 Issue 1, March 2008

2007
Volume 26 Issue 4, October 2007
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07
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Volume 25 Issue 4, October 2006
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Volume 23 Issue 4, October 2004
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Volume 22 Issue 4, October 2003
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Volume 22 Issue 2, April 2003
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Volume 21 Issue 2, April 2002
Volume 21 Issue 1, January 2002
Volume 20 Issue 4, October 2001
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Volume 20 Issue 2, April 2001
Volume 20 Issue 1, Jan. 2001
Volume 19 Issue 4, Oct. 2000
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Volume 18 Issue 4, Oct. 1999
Volume 18 Issue 3, July 1999
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Volume 18 Issue 1, Jan. 1999
Volume 17 Issue 4, Oct. 1998
Volume 17 Issue 3, July 1998
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Volume 17 Issue 1, Jan. 1998
Volume 16 Issue 4, Oct. 1997
Volume 16 Issue 3, July 1997
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Volume 16 Issue 1, Jan. 1997
Volume 15 Issue 4, Oct. 1996
Volume 15 Issue 3, July 1996
Volume 15 Issue 2, April 1996
Volume 15 Issue 1, Jan. 1996
Volume 14 Issue 4, Oct. 1995
Volume 14 Issue 3, July 1995
Volume 14 Issue 2, April 1995
Volume 14 Issue 1, Jan. 1995
Volume 13 Issue 4, Oct. 1994
Volume 13 Issue 3, July 1994
Volume 13 Issue 2, April 1994 Special issue on interactive sculpting
Volume 13 Issue 1, Jan. 1994
Volume 12 Issue 4, Oct. 1993
Volume 12 Issue 3, July 1993
Volume 12 Issue 2, April 1993
Volume 12 Issue 1, Jan. 1993
Volume 11 Issue 4, Oct. 1992
Volume 11 Issue 3, July 1992
Volume 11 Issue 2, April 1992
Volume 11 Issue 1, Jan. 1992
Volume 10 Issue 4, Oct. 1991
Volume 10 Issue 3, July 1991
Volume 10 Issue 2, April 1991
Volume 10 Issue 1, Jan. 1991
Volume 9 Issue 4, Oct. 1990
Volume 9 Issue 3, July 1990
Volume 9 Issue 2, April 1990
Volume 9 Issue 1, Jan. 1990
Volume 8 Issue 4, Oct. 1989 Special issue on computer-aided design
Volume 8 Issue 3, July 1989
Volume 8 Issue 2, April 1989
Volume 8 Issue 1, Jan. 1989
Volume 7 Issue 4, Oct. 1988
Volume 7 Issue 3, July 1988
Volume 7 Issue 2, April 1988
Volume 7 Issue 1, Jan. 1988
Volume 6 Issue 4, Oct. 1987
Volume 6 Issue 3, July 1987
Volume 6 Issue 2, April 1987
Volume 6 Issue 1, Jan. 1987
Volume 5 Issue 4, Oct. 1986 Special issue on user interface software
Volume 5 Issue 3, July 1986
Volume 5 Issue 2, April 1986
Volume 5 Issue 1, Jan. 1986
Volume 4 Issue 4, Oct. 1985
Volume 4 Issue 3, July 1985
Volume 4 Issue 2, April 1985
Volume 4 Issue 1, Jan. 1985
Volume 3 Issue 4, Oct. 1984
Volume 3 Issue 3, July 1984
Volume 3 Issue 2, April 1984
Volume 3 Issue 1, Jan. 1984
Volume 2 Issue 4, October 1983
Volume 2 Issue 3, July 1983
Volume 2 Issue 2, April 1983
Volume 2 Issue 1, Jan. 1983
Volume 1 Issue 4, Oct. 1982
Volume 1 Issue 3, July 1982
Volume 1 Issue 2, April 1982
Volume 1 Issue 1, Jan. 1982
 
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