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Stable Neo-Hookean Flesh Simulation

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

Pressure Boundaries for Implicit Incompressible SPH

Discrete Geodesic Nets for Modeling Developable Surfaces

Precomputed Panel Solver for Aerodynamics Simulation

Modeling n-Symmetry Vector Fields using Higher-Order Energies

Integrating Clipped Spherical Harmonics Expansions

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

Spoke-Darts for High-Dimensional Blue-Noise Sampling

Natural Boundary Conditions for Smoothing in Geometry Processing

Exposure: A White-Box Photo Post-Processing Framework

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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
Spline Interface for Interactive Skinning Weight Editing

Despite the recent advances in automatic methods for computing skinning weights, manual intervention is still indispensable to produce high quality character deformation. However, current modeling software does not provide efficient tools for the manual definition of skinning weights. A widely used paint-based interface gives a users high degrees of freedom, but at the expense of significant efforts and time. This paper presents a novel interface for editing skinning weights based on splines, which represent the isolines of skinning weights on a mesh. When a user drags a small number of spline anchor points, our method updates the shape of the isolines and smoothly interpolates or propagates the weights while respecting the given iso-value on the spline. We introduce several techniques to enable the interface to run in real-time, and propose a particular combination of functions that generates appropriate skinning weight distribution over the surface given splines. Users can create skinning weight from the scratch by using our method. In addition, we present the spline and the gradient fitting methods that closely approximate an initial weight made by an automatic method or a paint interface, so that a user can modify the given weight with our spline interface.We show the effectiveness of our spline-based interface through a number of test cases.

FaceVR: Real-Time Gaze-Aware Facial Reenactment in Virtual Reality

We propose FaceVR, a novel image-based method that enables video teleconferencing in VR based on self-reenactment. State-of-the-art face tracking methods in the VR context are focused on the animation of rigged 3d avatars [Li et al. 2015; Olszewski et al. 2016]. While they achieve good tracking performance the results look cartoonish and not real. In contrast to these model-based approaches, FaceVR enables VR teleconferencing using an image-based technique that results in nearly photo-realistic outputs. The key component of FaceVR is a robust algorithm to perform real-time facial motion capture of an actor who is wearing a head-mounted display (HMD), as well as a new data-driven approach for eye tracking from monocular videos. Based on reenactment of a prerecorded stereo video of the person without the HMD, FaceVR incorporates photo-realistic re-rendering in real time, thus allowing artificial modifications of face and eye appearances. For instance, we can alter facial expressions or change gaze directions in the prerecorded target video. In a live setup, we apply these newly-introduced algorithmic components.

Automatic Machine Knitting of 3D Meshes

We present the first computational approach that can transform 3D meshes, created by traditional modeling programs, directly into instructions for a computer-controlled knitting machine.Knitting machines are able to robustly and repeatably form knitted 3D surfaces from yarn, but have many constraints on what they can fabricate. Given user-defined starting and ending points on an input mesh, our system incrementally builds a helix-free, quad-dominant mesh with uniform edge lengths, runs a tracing procedure over this mesh to generate a knitting path, and schedules the knitting instructions for this path in a way that is compatible with machine constraints. We demonstrate our approach on a wide range of 3D meshes.

Physics-Inspired Garment Recovery from a Single-View Image

Most recent garment capturing techniques rely on acquiring multiple views of clothing, which may not always be readily available, especially in the case of pre-existing photographs from the web. As an alternative, we propose a method that is able to compute a rich and realistic 3D model of a human body and its outfits from a single photograph with little human interaction. Our algorithm is not only able to capture the global shape and geometry of the clothing, it can also extract small but important details of cloth, such as occluded wrinkles and folds. Unlike previous methods using full 3D information (i.e. depth, multi-view images, or sampled 3D geometry), our approach achieves detailed garment recovery from a single-view image by using statistical, geometric, and physical priors and a combination of parameter estimation, semantic parsing, shape recovery, and physics-based cloth simulation. We demonstrate the effectiveness of our algorithm by re-purposing the reconstructed garments for virtual try-on and garment transfer applications, as well as cloth animation for digital characters.

Active Animations of Reduced Deformable Models with Environment Interactions

We present an efficient spacetime optimization method to automatically generate animations for a general volumetric, elastically deformable body. Our approach can model the interactions between the body and the environment and automatically generate active animations. We model the frictional contact forces using contact invariant optimization and the fluid drag forces using a simplified model. To handle complex objects, we use a reduced deformable model and present a novel hybrid optimizer to search for the local minima efficiently. This allows us to use long-horizon motion planning to automatically generate animations such as walking, jumping, swimming, and rolling. We evaluate the approach on different shapes and animations, including deformable body navigation and combining with an open-loop controller for realtime forward simulation.

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.

Locally Adaptive Rank-Constrained Optimal Tone Mapping

High dynamic range (HDR) tone mapping is formulated as an optimization problem of maximizing perceivable spatial details given the limited dynamic range of display devices. This objective can be attained, as supported by our results, by a novel image display methodology called locally adaptive rank-constrained optimal tone mapping (LARCOTM). The scientific basis for LARCOTM is that the maximum discrimination power of human vision system can only be achieved in a relatively small locality of an image. LARCOTM is fundamentally different from existing HDR tone mapping techniques in that the former can preserve pixel value order statistics within localities in which human foveal vision retains maximum sensitivity, while the latter cannot. As a result, images enhanced by LARCOTM are free of artifacts such as halos and double edges that plague other HDR methods.

Efficient and Accurate Collision Response for Elastically Deformable Models

Simulating (elastically) deformable models that can collide with each other and with the environment remains a challenging task. The resulting contact problems can be elegantly approached using Lagrange multipliers to represent the unknown magnitude of the response forces. Typical methods construct and solve a Linear Complementarity Problem (LCP) to obtain the response forces. This requires the inverse of the generalized mass matrix, which is in general hard to obtain for deformable-body problems. In this paper we tackle such contact problems by directly solving the Mixed Linear Complementarity Problem (MLCP) and omitting the construction of an LCP matrix. Since the MLCP is equivalent to a convex quadratic program subject to inequality constraints, we propose to use a Conjugate Residual (CR) solver as the backbone of our collision-response system. We also propose a simple yet efficient preconditioner that ensures faster convergence. Finally, our approach is faster than existing methods (at the same accuracy), and it allows accurate treatment of friction.

Methodology for Assessing Mesh-based Contact Point Methods

Computation of contact points is a critical sub-component for physics based animation. The success and correctness of simulation results are very sensitive to the quality of the contact points. Hence, quality plays a critical role when comparing methods and is highly relevant for simulating objects with sharp edges. The importance of contact point quality is largely overlooked and lacks rigor and as such may become a bottleneck in moving the research field forward. We establish a taxonomy of contact point generation methods, and lay down an analysis of what normal contact quality implies. The analysis enables us to establish a novel methodology for assessing and studying quality. The core is based on a test-suite of one complex pillar and 8 simple pitfall examples. We apply our methodology to 8 local contact point generation methods and conclude from these studies that the selected local methods are inferior in terms of providing 100% correct information in all cases. The benefit of the proposed methodology is a foundation for others to select a local method bet- ter suitable, meaning lesser evil, for their specific application context. In the longer perspective the presented work strongly suggest future research to focus on semi-local methods.

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.

Second-Order Occlusion-Aware Volumetric Radiance Caching

Accurate simulation of light transport in participating media is expensive. However, given the band-limiting effect of scattering in media, the radiance signal is in general smooth. This makes this kind of light transport very suitable for adaptive sampling and reconstruction techniques. In this work we present a novel algorithm for volumetric light transport. We adaptively sample or interpolate radiance from sparse points in the medium using a second-order Hessian-based error metric to determine when interpolation is appropriate. We derive our metric from each point's incoming light field, computed by using a proxy triangulation-based representation of the radiance reflected by the surrounding medium and geometry. We use this representation to efficiently compute the first- and second-order derivatives of the radiance at the cache points while accounting for occlusion changes. To validate the quality of our approach, we propose a self-contained two-dimensional model for light transport in media: We demonstrate in this space with reduced dimensionality that our work significantly outperforms previous radiance caching algorithms in terms of both derivatives estimates and final radiance extrapolation. Then we show how our results generalize to practical three-dimensional scenarios, where we show much better results while reducing computation time up to 30%.

Iterative Depth Warping and Its Applications

This article presents an iterative backward-warping technique and its applications. It predictively synthesizes depth buffers for novel views. Our solution is based on the fixed-point iteration that converges quickly in practice. Unlike this previous technique, our solution is a purely backward warping without using bidirectional sources. To efficiently seed the iterative process, we also propose a tight bounding method for motion vectors. Non-convergent depth holes are inpainted via deep depth buffers. Our solution works well with arbitrarily distributed motion vectors under moderate motions. Many scenarios can benefit from our depth warping. As an application, we propose a highly scalable image-based occlusion-culling technique, achieving a significant speedup compared to the state of the art. We also demonstrate the benefit of our solution in multi-view soft-shadow generation.

Dataset and metrics for predicting local visible differences

A large number of imaging and computer graphics applications require localized information on the visibility of image distortions. Existing image quality metrics are not suitable for this task as they provide a single quality value per image. Existing visibility metrics produce visual difference maps, and are specifically designed for detecting just noticeable distortions but their predictions are often inaccurate. In this work, we argue that the key reason for this problem is the lack of large image collections with a good coverage of possible distortions that occur in different applications. To address the problem, we collect an extensive dataset of reference and distorted image pairs together with user markings indicating whether distortions are visible or not. We propose a statistical model that is designed for the meaningful interpretation of such data, which is affected by visual search and imprecision of manual marking. We use our dataset for training existing metrics and we demonstrate that their performance significantly improves. We show that our dataset with the proposed statistical model can be used to train a new CNN-based metric, which outperforms the existing solutions. We demonstrate the utility of such a metric in visually lossless JPEG compression, super-resolution and watermarking.

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.

Axis-Aligned Height-Field Block Decomposition of 3D Shapes

Subtractive manufacturing technologies, such as 3-axis milling, add a useful tool to the digital manufacturing arsenal. However, each milling pass using such machines can only carve a single height-field, defined with respect to the machine tray. We enable fabrication of general shapes using 3-axis milling, providing a robust algorithm to decompose any shape into a few height-field blocks. Such blocks can be manufactured with a single milling pass and then assembled to form the target geometry. Computing such decompositions requires solving a complex discrete optimization problem, variants of which are known to be NP-hard. We propose a two-step process, based on the observation that if the height-field directions are constrained to the major axes we can guarantee a valid decomposition starting from a suitable surface segmentation. Our method first produces a compact set of large, possibly overlapping, height-field blocks that jointly cover the model surface. We then compute an overlap-free decomposition via a combination of cycle elimination and topological sorting on a graph. The algorithm produces a compact set of height-field blocks that jointly describe the input model and satisfy all manufacturing constraints. We demonstrate our method on a range of inputs, and showcase several real life models manufactured using our technique.

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

Editing Fluid Animation using Flow Field Interpolation

The computational cost for creating realistic fluid animations by numerical simulation is generally expensive. In digital production environments, existing precomputed fluid animations are often reused for different scenes in order to reduce the cost of creating scenes containing fluids. However, applying the same animation to different scenes often produces unacceptable results, so the animation needs to be edited. In order to help animators with the editing process, we develop a novel method for synthesizing the desired flow fields by combining existing flow field data. Our system allows the user to place flow fields at desired positions, and combine them by interpolation at the boundaries between these flow fields, to synthesize a new flow field. The interpolation of the flow fields is realized by minimizing an energy function, which is designed to satisfy the incompressible Navier-Stokes equations. Our method focuses on smoke simulations defined on a uniform grid. We demonstrate the potential of our method by showing a set of examples, including a large-scale sandstorm created from a few flow fields simulated in a small-scale space.

An Omnistereoscopic Video Pipeline for Capture and Display of Real-World VR

In this paper we describe a complete pipeline for the capture and display of real-world Virtual Reality video content, based on the concept of omnistereoscopic panoramas. We address important practical and theoretical issues that have remained undiscussed in previous works. On the capture side we show how high quality omnistereo video can be generated from a sparse set of cameras (16 in our prototype array) instead of the hundreds of input views previously required. Despite the sparse number of input views, our approach allows for high quality, real-time virtual head motion, thereby providing an important additional cue for immersive depth perception compared to static stereoscopic video. We also provide an in depth analysis of the required camera array geometry in order to meet specific stereoscopic output constraints, which is fundamental for achieving a plausible and fully controlled VR viewing experience. Finally, we describe additional insights on how to integrate omnistereo video panoramas with rendered CG content. We provide qualitative comparisons to alternative solutions, including depth-based view synthesis and the Facebook Surround 360 system. In summary, this paper provides a first complete guide and analysis for reimplementing a system for capturing and displaying real-world VR, which we demonstrate on several real-world examples captured with our prototype.

A Quantitative Perceptual Model for Tactile Roughness

Everyone uses the sense of touch to explore the world, and roughness is one of the most important qualities in tactile perception. Roughness is a major identifier for judgments of material composition, comfort and friction, and it is tied closely to manual dexterity. The advent of high-resolution 3D printing technology provides the ability to fabricate arbitrary 3D textures with surface geometry that confers haptic properties. In this work, we address the problem of mapping object geometry to tactile roughness. We fabricate a set of carefully designed stimuli and use them in experiments with human subjects to build a perceptual space for roughness. We then match this space to a quantitative model obtained from strain fields derived from elasticity simulations of the human skin contacting the texture geometry, drawing from past research in neuroscience and psychophysics. We demonstrate how this model can be applied to predict and alter surface roughness, and we show several applications in the context of fabrication.

Bibliometrics

Publication Years 1982-2018
Publication Count 3152
Citation Count 93763
Available for Download 3149
Downloads (6 weeks) 44347
Downloads (12 Months) 374869
Downloads (cumulative) 3706124
Average downloads per article 1177
Average citations per article 30
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 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 Chadwicke Jenkins ACM Senior Member (2017)
Takeo Kanade ACM AAAI Allen Newell Award (2010)
ACM Fellows (1999)
Michael Kass ACM Fellows (2017)
Dina Katabi ACM Prize in Computing (2017)
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 88
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
Alla Sheffer 33
Steve Marschner 33
Doug James 33
Maneesh Agrawala 33
Peter Wonka 32
Hugues Hoppe 32
Kavita Bala 32
Fabio Pellacini 32
Mathieu Desbrun 32
Pat Hanrahan 31
Mark Pauly 30
Henrik Jensen 29
James O'Brien 29
Yaron Lipman 28
Jovan Popović 28
Bernd Bickel 27
Olga Sorkine-Hornung 27
Hujun Bao 27
Takeo Igarashi 26
Zoran Popović 26
Wojciech Jarosz 26
Dani Lischinski 25
Daniele Panozzo 24
Shimin Hu 24
Derek Nowrouzezahrai 24
Yizhou Yu 24
Richard Szeliski 24
Hao Zhang 23
Oliver Deussen 23
Denis Zorin 23
Wolfgang Heidrich 23
Hanspeter Pfister 23
Shree Nayar 22
Michiel Van De Panne 22
Michael Cohen 22
Johannes Kopf 22
Adam Finkelstein 22
Tientsin Wong 22
Hui Huang 22
Jan Kautz 22
Greg Turk 21
Diego Gutierrez 21
Helmut Pottmann 20
Jaakko Lehtinen 20
Ronald Fedkiw 20
George Drettakis 20
Peter Schröder 20
Eli Shechtman 20
Vladlen Koltun 20
Wilmot Li 20
Liyi Wei 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
Christian Theobalt 19
Dinesh Pai 18
Raanan Fattal 18
Aseem Agarwala 18
Dinesh Manocha 18
Matthias Zwicker 18
Chris Wojtan 18
Matthias Nießner 18
Marc Alexa 18
Ariel Shamir 18
Bedřich Beneš 17
William Freeman 17
Ladislav Kavan 17
Paul Debevec 17
Gordon Wetzstein 16
Julie Dorsey 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
Kai Xu 15
Ilya Baran 15
Jernej Barbič 15
Marie Cani 15
David Levin 15
Marco Tarini 15
Andrei Sharf 15
John Snyder 15
Brian Curless 15
Yue Dong 15
Miguel Otaduy 15
Tomas Akenine-Möller 15
Vladimir Kim 15
Bruno Lévy 15
Adrien Bousseau 15
Weiwei Xu 14
Toshiya Hachisuka 14
Diego Nehab 14
Tony DeRose 14
Xin Tong 14
Marc Levoy 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
Yang Liu 14
Nathan Carr 14
Nils Thuerey 14
Baoquan Chen 14
Shuang Zhao 14
Ofir Weber 13
Michael Zollhöfer 13
Shahram Izadi 13
Eftychios Sifakis 13
Huamin Wang 13
Wenping Wang 13
Andrew Selle 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
Fernando De Goes 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
Xin Tong 12
Alexander Hornung 12
Pierre Alliez 12
JeHee Lee 12
Oliver Van Kaick 12
Kayvon Fatahalian 12
Jonathan Ragan-Kelley 12
Elmar Eisemann 12
Dan Goldman 12
Rasmus Tamstorf 11
Jiaya Jia 11
Derek Bradley 11
Felix Heide 11
Shinjiro Sueda 11
Keenan Crane 11
Maks Ovsjanikov 11
KangKang Yin 11
Scott Schaefer 11
David Luebke 11
Adrien Treuille 11
Rahul Narain 10
David Bommes 10
Adam Bargteil 10
Rafał Mantiuk 10
Minglun Gong 10
Baoquan Chen 10
Yingqing Xu 10
John Hart 10
Tongyee Lee 10
Pitchaya Sitthi-amorn 10
Justin Solomon 10
Andrew Adams 10
Jiaping Wang 10
Markus Gross 10
Robert Sumner 10
Philip Dutré 10
Joseph Teran 10
Abhijeet Ghosh 10
Carsten Dachsbacher 10
François Sillion 10
Sylvain Paris 10
Yiying Tong 10
Nicolas Ray 9
Ruizhen Hu 9
Noam Aigerman 9
Christian Theobalt 9
Michael Gleicher 9
Michael Black 9
Pradeep Sen 9
Evangelos Kalogerakis 9
Jue Wang 9
Paolo Cignoni 9
Phengann Heng 9
Joe Warren 9
Mirela Ben-Chen 9
Nico Pietroni 9
Lingqi Yan 9
Qiming Hou 9
Min Kim 9
Rui Wang 9
Jarek Rossignac 9
Marcel Campen 9
Nancy Pollard 9
Amir Vaxman 9
Hao Li 9
Pascal Barla 9
Jan Novák 9
Hendrik Lensch 9
Todd Zickler 8
Roi Poranne 8
Chiwing Fu 8
Charles Loop 8
Marcus Magnor 8
Martin Kilian 8
Edward Adelson 8
Eugene Zhang 8
François Faure 8
Victor Ostromoukhov 8
Peter Belhumeur 8
Tomoyuki Nishita 8
Long Quan 8
Mark Horowitz 8
Sofien Bouaziz 8
Matt Uyttendaele 8
Michael Wimmer 8
Nuttapong Chentanez 8
Michael Garland 8
James Tompkin 8
Aljoscha Smolić 8
Cyril Soler 8
Craig Donner 8
Miloš Hašan 8
Chongyang Ma 8
Saikit Yeung 8
Tunç Aydın 8
Daniel Sýkora 8
Hongbo Fu 8
Eugene Fiume 8
Peter Sloan 8
Demetri Terzopoulos 8
Manuel Oliveira 8
Robert Sumner 8
Tamy Boubekeur 8
Ping Tan 8
Qixing Huang 8
Jörg Peters 8
Michael Rubinstein 7
Gilbert Bernstein 7
Linjie Luo 7
Emily Whiting 7
Ravi Ramamoorthi 7
Xin Tong 7
Dongming Yan 7
Theodore Kim 7
Stephen DiVerdi 7
Oliver Wang 7
Duygu Ceylan 7
Ayellet Tal 7
Tiantian Liu 7
Laurent Belcour 7
Belen Masia 7
Matthias Müller 7
Dinesh Manocha 7
Doug Decarlo 7
Anton Kaplanyan 7
Peter Shirley 7
Ron Goldman 7
Nicholas Vining 7
Moritz Bächer 7
Nima Kalantari 7
Tianjia Shao 7
John Hughes 7
John Lewis 7
Sunghee Lee 7
John Owens 7
Floraine Berthouzoz 7
Ligang Liu 7
Junyong Noh 7
Noah Snavely 7
Yoshinori Dobashi 7
Mario Botsch 7
Marc Pollefeys 7
Shiqing Xin 7
Sören Pirk 7
Brian Barsky 7
Petrik Clarberg 7
Taku Komura 7
Ariel Shamir 7
David Forsyth 7
Paul Beardsley 7
Daniel Vlasic 7
William Mark 7
Brian Wyvill 7
Yaser Sheikh 6
Tim Hawkins 6
Honghua Li 6
Ligang Liu 6
Kurt Akeley 6
David Cohen-Steiner 6
Zhong Ren 6
Anat Levin 6
Andrea Tagliasacchi 6
Kari Pulli 6
John Keyser 6
Frank Losasso 6
Ken Museth 6
Pedro Sander 6
Gabriel Brostow 6
Boris Neubert 6
Hao Su 6
Jacob Munkberg 6
Hyeongseok Ko 6
Xinguo Liu 6
Ondřej Jamriška 6
Zhigang Deng 6
Srinivasa Narasimhan 6
Martin Banks 6
Menglei Chai 6
Mark Meyer 6
Samuel Hasinoff 6
Erik Reinhard 6
Okan Arikan 6
Sungeui Yoon 6
Rachel McDonnell 6
Wenping Wang 6
Matthew Hirsch 6
Valerio Pascucci 6
Leonard McMillan 6
Max Wardetzky 6
Yongliang Yang 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
Chiewlan Tai 6
Qionghai Dai 6
James Ferwerda 6
Ivo Ihrke 6
Thomas Funkhouser 6
Chenfanfu Jiang 6
Nobuyuki Umetani 6
Yonghao Yue 6
Klaus Hildebrandt 6
Shimin Hu 6
Elaine Cohen 6
Chandrajit Bajaj 6
Florence Bertails-Descoubes 6
Jon Hasselgren, 6
Shahar Kovalsky 6
Bart Adams 6
David Dobkin 6
Ersin Yumer 6
Solomon Boulos 6
Peng Song 6
Ibraheem Alhashim 6
Stefan Jeschke 6
Enrico Puppo 6
Eric Heitz 6
Tim Foley 6
Andrew Nealen 6
Mélina Skouras 6
Yongjoon Lee 6
Zeev Farbman 6
Kevin Wampler 5
Arno Zinke 5
Fabrice Rousselle 5
Adam Arbree 5
Julien Pettré 5
Iman Sadeghi 5
Loïc Barthe 5
Xin Tong 5
Aaron Lefohn 5
Charles Zitnick 5
Carsten Dachsbacher 5
Xiaohan Shi 5
Daniel Cohen-Or 5
Amit Bermano 5
Miika Aittala 5
Chen Greif 5
Nicolas Bonneel 5
Rui Wang 5
Yanlin Weng 5
Xin Sun 5
Michael Wand 5
Paul Kry 5
Nils Thürey 5
Gaël Guennebaud 5
Yungyu Chuang 5
Ignacio Garcia-Dorado 5
Philipp Slusallek 5
Feng Xu 5
Siddhartha Chaudhuri 5
Hao Zhang 5
Thorsten Thormählen 5
Paul Asente 5
Paul Guerrero 5
Anjul Patney 5
Chenglei Wu 5
Sebastian Martin 5
James Hays 5
Christoph Von Tycowicz 5
Igor Mordatch 5
James McCann 5
Jonathan Shewchuk 5
Abe Davis 5
Jay Busch 5
Yushuen Wang 5
Carsten Rother 5
Makoto Okabe 5
Kiriakos Kutulakos 5
Jérémie Dumas 5
Greg Ward 5
Xiaoming Fu 5
Manolis Savva 5
Adrian Jarabo 5
John Anderson 5
Alec Rivers 5
David Harmon 5
Miloš Hašan 5
Johannes Schmid 5
Ravish Mehra 5
Ren Ng 5
Jack Tumblin 5
Martin Šik 5
Johannes Hanika 5
Craig Schroeder 5
Changxi Zheng 5
Tobias Pfaff 5
Andreas Weber 5
Simon Fuhrmann 5
Naga Govindaraju 5
Joëlle Thollot 5
Graham Fyffe 5
Reinhard Klein 5
Romain Vergne 5
Breannan Smith 5
Jun Mitani 5
Martin Bokeloh 5
Nicolas Holzschuch 5
Patrick Mullen 5
Shai Avidan 5
Olga Sorkine 5
Michael Nielsen 5
Thomas Sederberg 5
Adriana Schulz 5
Oliver Bimber 5
Yingge Qu 5
David Levin 5
Siddhartha Chaudhuri 5
Aron Monszpart 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
Aleksey Golovinskiy 5
Norman Badler 5
Jianyuan Min 5
Brian Guenter 5
Martin Fuchs 5
Libin Liu 5
Christoph Bregler 5
Gabriel Taubin 5
James Gregson 5
Niloy Mitra 5
Min Tang 5
Ashish Myles 5
Andrew Jones 5
Ralph Martin 5
Jianmin Zheng 5
Ulf Assarsson 5
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Desai Chen 5
Yiying Tong 5
Jonathantyler Moon 5
Matthias Teschner 5
Ramesh Raskar 5
Ares Lagae 5
Lvdi Wang 5
Youngjun Kim 5
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Ralph Martin 4
John Snyder 4
Steven Drucker 4
Mikhail Bessmeltsev 4
Mark Meyer 4
Robert Klassen 4
Jiří Vorba 4
Jiaxian Yao 4
William Cowan 4
Kai Hormann 4
Yanir Kleiman 4
Yin Li 4
Tamar Shinar 4
Jiawen Chen 4
Peer Bremer 4
Yueshan Xiong 4
Bin Wang 4
Chen Cao 4
Nikunj Raghuvanshi 4
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Dingzeyu Li 4
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Leif Kobbelt 4
Wolfgang Heidrich 4
Guofu Xie 4
Kartic Subr 4
Victor Zordan 4
Robert Carroll 4
Xueming Yu 4
Scott Hudson 4
Tiberiu Popa 4
Chengcheng Tang 4
Ming Lin 4
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Basile Audoly 4
Radomír Měch 4
Bo Sun 4
Ran Gal 4
Falai Chen 4
Forrester Cole 4
Martin Wicke 4
Zachary DeVito 4
Katherine Breeden 4
Chaohui Shen 4
Pedro Sander 4
Markus Steinberger 4
Dieter Schmalstieg 4
Robert Cook 4
Michael Neff 4
Akash Garg 4
James Hegarty 4
Andrew Fitzgibbon 4
Hongzhi Wu 4
Charles Han 4
A Öztireli 4
Pascal Müller 4
Javier Romero 4
Matthew O'Toole 4
Ming Chuang 4
Yong He 4
Cláudio Silva 4
Pablo Garrido 4
Damien Rohmer 4
Benedict Brown 4
Uri Ascher 4
Rémi Ronfard 4
Ian McDowall 4
Shihao Wu 4
Neal Wadhwa 4
Edilson De Aguiar 4
Zhili Chen 4
Pramook Khungurn 4
Kevin Egan 4
Jason Sewall 4
Wenping Wang 4
Liangliang Nan 4
Qixing Huang 4
Pierre Laffont 4
Claude Knaus 4
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Narendra Ahuja 4
Ligang Liu 4
Christopher Twigg 4
Hans Ebke 4
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Lei Yang 4
Taipang Wu 4
Alexander Schiftner 4
Jonathan Denning 4
Leventburak Kara 4
Nathan Mitchell 4
Jonas Unger 4
Xueting Liu 4
Gerard Pons-Moll 4
Shihong Xia 4
Benjamin Gilles 4
Alexey Stomakhin 4
Kun Xu 4
Jonàs Martínez 4
Otmar Hilliges 4
Vitor Pamplona 4
Peter Kaufmann 4
Soheil Darabi 4
Steffen Weißmann 4
Yukun Lai 4
Ken Perlin 4
David Jacobs 4
Emily Cooper 4
Yanyun Chen 4
Art Tevs 4
Daniel Cohen-Or 4
Satoshi Iizuka 4
Jeongmo Hong 4
Simon Heinzle 4
Billy Chen 4
Jos Stam 4
Jie Tan 4
Mehmet Yümer 4
Peiran Ren 4
Hao Pan 4
Miles Macklin 4
Mathieu Desbrun 4
Fuchung Huang 4
Angela Dai 4
Kenny Mitchell 4
Jonathan Dupuy 4
Soham Mehta 4
Jack Wang 4
Dhruv Mahajan 4
Yebin Liu 4
Edgar Simo-Serra 4
Ari Rappoport 4
John Beatty 4
Michael Brown 4
Philippe Beaudoin 4
Michael Burns 4
Timothy Langlois 4
Carsten Stoll 4
Jue Wang 4
Geoffrey Irving 4
Jakub Fišer 4
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Fanglue Zhang 4
Mridul Aanjaneya 4
Lin Lu 4
Aditi Majumder 4
Tamal Dey 4
Frédo Durand 4
Mira Dontcheva 4
C Liu 4
Rasmus Barringer 4
Juyong Zhang 4
Lee Markosian 4
Yağiz Aksoy 4
Hiroshi Ishikawa 4
Anselm Grundhöfer 4
Neel Joshi 4
Jonathan Barron 4
Lakulish Antani 4
Greg Humphreys 4
Xi Wang 4
Carl Schissler 4
Eugene D'Eon 4
Jungdam Won 4
Theodore Gast 4
Michael Schwarz 4
Moshe Mahler 4
Naureen Mahmood 4
Liwen Hu 4
Felix Knöppel 4
Gabriel Peyré 4
Kenshi Takayama 4
Bochang Moon 4
Marios Papas 4
Ronen Basri 4
Li Xu 4
Noa Fish 4
Levi Valgaerts 4
Neil Dodgson 4
Binhhuy Le 4
Rodolfo Lima 4
Dmitry Sokolov 4
Antonio Criminisi 4
Yeongho Seol 4
Dan Olsen 4
Holger Theisel 4
Ashok Veeraraghavan 4
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Sungyong Shin 4
Manfred Lau 4
Gilles Daviet 4
Ying Cao 3
Liqian Ma 3
Paul Green 3
Mark Kilgard 3
Chenyang Zhu 3
Marco Livesu 3
Jianchao Tan 3
Yufeng Zhu 3
Ming Zou 3
Ioannis Gkioulekas 3
Ryoichi Ando 3
Amitabh Varshney 3
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Yangyan Li 3
Yun Fei 3
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Heinrich Bülthoff 3
Haibin Huang 3
Dilip Krishnan 3
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Rynson Lau 3
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Sumit Jain 3
Yuting Tsai 3
Michael Ashikhmin 3
Paul Reitsma 3
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Hengchin Yeh 3
Fuhua Cheng 3
Feng Sun 3
Jinxiang Chai 3
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Joshua Litven 3
Takashi Ijiri 3
Bailin Deng 3
Byunguck Kim 3
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Hongzhi Wu 3
Jongmin Baek 3
Peter Sand 3
Hungkuo Chu 3
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Pierre Poulin 3
Xiaoguang Han 3
Xuebin Peng 3
Sean Bell 3
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Junjie Cao 3
Kangxue Yin 3
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Yuchi Huo 3
Xiaobai Chen 3
Fabian Hahn 3
Jonathan Kaldor 3
Dan Casas 3
Kristian Hildebrand 3
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Till Niese 3
Hongyi Xu 3
Jean Bazin 3
Lifeng Wang 3
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Barry Joe 3
Michael Guthe 3
Minmin Gong 3
Yili Zhao 3
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Qianyi Zhou 3
Xianying Li 3
Jianxiong Xiao 3
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Michael Kenzel 3
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Pengfei Xu 1
Oscar Pizarro 1
Karthikeyan Vaidyanathan 1
Adrian Hilton 1
Hongyi Xu 1
Yannick Verdié 1
Nicholas Phelps 1
Ran Song 1
Herbert Grasberger 1
James Davis 1
Chunlin Wu 1
Rafael Fonte 1
Zeyun Shi 1
Carlos Andújar 1
Tomihisa Welsh 1
Randall Frank 1
Petr Krysl 1
Seth Green 1
Tom Duchamp 1

Affiliation Paper Counts
Naval Postgraduate School 1
Lahore University of Management Sciences 1
CPE Lyon 1
Vilnius University 1
American University of Beirut 1
Government College of Engineering Pune 1
CRAN Centre de Recherche en Automatique de Nancy 1
Clariant AG 1
Interval Research Corporation 1
New York Institute of Technology 1
Computer Sciences Corp. 1
LG Electronics, Korea 1
Alexandra Instituttet AS 1
Italian Institute of Technology 1
Intuitive Surgical 1
Hasso-Plattner-Institut fur Softwaresystemtechnik GmbH 1
Laboratoire Photonique, Numerique et Nanosciences 1
HP Inc., Singapore 1
Ningbo Institute of Technology, Zhejiang University 1
Robert Bosch GmbH 1
Fukuyama University 1
Michigan Technological University 1
De Montfort University 1
Instituto de Telecomunicacoes 1
Northern Michigan University 1
Federal University of Santa Catarina 1
NEC Laboratories America, Inc. 1
Napier University 1
Xiamen University 1
Washington State University Pullman 1
Sogang University 1
Wright State University 1
Advanced Micro Devices, Inc. 1
Toshiba Corporation 1
Universidad Rey Juan Carlos 1
Air Force Research Laboratory 1
Harbin Institute of Technology 1
Boston University 1
University of Birmingham 1
European Organization for Nuclear Research 1
Murdoch University 1
Catholic University of America 1
Hewlett-Packard Inc. 1
Smith Kettlewell Eye Research Institute 1
Indiana University 1
GE Global Research 1
IBM, USA 1
Williams College 1
University of Quebec in Trois-Rivieres 1
Technical University of Clausthal 1
University of Durham 1
National Taiwan Normal University 1
National Institute of Standards and Technology 1
Pacific Northwest National Laboratory 1
Computer and Automation Research Institute Hungarian Academy of Sciences 1
University of Maryland, Baltimore County 1
Sam Houston State University 1
University of Alabama 1
University Michigan Ann Arbor 1
University of Texas Southwestern Medical Center at Dallas 1
University of Alabama at Birmingham 1
Virginia Tech 1
Naval Research Laboratory 1
Stevens Institute of Technology 1
Universidad de Granada 1
Federal University of Espirito Santo 1
University of Athens 1
Universite Paris Descartes 1
National Semiconductor Corporation 1
University of Chicago 1
Karlsruhe Institute of Technology, Campus South 1
Friedrich Schiller University Jena 1
Wesleyan University Middletown 1
Victoria University Toronto 1
Nortel Networks 1
University of Copenhagen 1
Boston College 1
Johannes Gutenberg University Mainz 1
University of Aizu 1
McMaster University 1
University of South Australia 1
Miami University Oxford 1
Zuse Institute Berlin 1
Federal University of Rio de Janeiro 1
Lehigh University 1
Universidad de Castilla-La Mancha 1
Universidad Central de Venezuela 1
Universite Blaise Pascal 1
Fluminense Federal University 1
University of Sheffield 1
Taylor University 1
Comenius University 1
Universite de Cergy-Pontoise 1
University of Valencia 1
National Technical University of Athens 1
University of Helsinki 1
Stuttgart Media University 1
Vanderbilt University 1
Queens College, City University of New York 1
NASA Ames Research Center 1
Middle East Technical University 1
University of Ioannina 1
University of Parma 1
Ecole Normale Superieure de Cachan 1
Ludwig Boltzmann Institute 1
University of Auckland 1
Toyota Technological Institute 1
Los Alamos National Laboratory 1
Kookmin University 1
AT&T - Naperville 1
University of Porto 1
Sungkyunkwan University 1
Shiga University of Medical Science 1
Old Dominion University 1
Jilin University 1
University of South Florida Tampa 1
CNRS Centre National de la Recherche Scientifique 1
Tektronix Incorporated 1
University of Bradford 1
Australian National University 1
Jet Propulsion Laboratory 1
Dongguk University, Seoul 1
Universite Paris 13 1
University of the Balearic Islands 1
GM Research Lab 1
Tokai University 1
University of Colorado at Colorado Springs 1
CSIC - Optics Institute Daza de Valdes 1
Samsung Group 1
Japan Advanced Institute of Science and Technology 1
Istituto Trentino di Cultura-Centro per la Ricerca Scientifica e Tecnologica 1
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
Colorado School of Mines 1
University of Nottingham 1
University of Saskatchewan 1
University of Denver 1
University of Pittsburgh 1
University of Tulsa 1
Japan Science and Technology Agency 1
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
General Motors 2
Loughborough University 2
Universiti Sains Malaysia 2
Linkoping Institute of Technology 2
Universite Pierre et Marie Curie 2
Pennsylvania State University 2
Ajou University 2
University of Victoria 2
University of Waikato 2
North Carolina State University 2
University of Electronic Science and Technology of China 2
The University of North Carolina at Charlotte 2
Drew University 2
Tecnologico de Monterrey 2
Universite de Limoges 2
University of Manitoba 2
Sarnoff Corporation 2
Kyoto University 2
California Polytechnic State University, San Luis Obispo 2
University of Wurzburg 2
Yuan Ze University 2
Adam Mickiewicz University in Poznan 2
Drexel University 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
Polytechnic School of Montreal 2
Brunel University London 2
Russian Academy of Sciences 2
Queen Mary, University of London 2
University of Delaware 2
Hengyang Normal University 2
Bulgarian Academy of Sciences 2
University of Iowa 2
Indiana University-Purdue University Indianapolis 2
National Institute of Advanced Industrial Science and Technology 2
Nagoya Institute of Technology 2
University of Southampton 2
Hiroshima Shudo University 2
Rensselaer Polytechnic Institute 2
National Taiwan University of Science and Technology 2
University of Pisa 2
University of Missouri-St. Louis 2
Aberystwyth University 2
Syracuse University 2
Universite Rennes 2 Haute Bretagne 2
Hiroshima University 2
CIRAD 2
Tata Institute of Fundamental Research 2
Pontifical Catholic University of Rio de Janeiro 2
Universite de Poitiers 2
Walt Disney 2
Gwangju Institute of Science and Technology 2
University of Cyprus 2
Universidad de la Republica 2
Beuth University of Applied Sciences Berlin 2
Tongji University 2
Dolby Laboratories 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
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
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
University of Minnesota Twin Cities 3
Commonwealth Scientific and Industrial Research Organization 3
Kent State University 3
University of Hull 3
Boeing Corporation 3
University of Verona 3
Laval University 3
Universite Paris-Est 3
Communaute d'Universites et d'Etablissements Lille Nord de France 3
Qatar Computing Research institute 3
Tokyo Institute of Technology 4
University of Adelaide 4
Eindhoven University of Technology 4
Toyota Technological Institute at Chicago 4
Academic College of Tel-Aviv - Yaffo 4
Sun Yat-Sen University 4
University of Bayreuth 4
Portland State University 4
Hanyang University 4
Nokia Corporation 4
University of Bergen 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
University of Glasgow 4
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 Electro-Communications 4
Ningbo University 5
Tampere University of Technology 5
Autodesk Inc. 5
Harvard School of Engineering and Applied Sciences 5
The Chinese University of Hong Kong, Shenzhen 5
University of Surrey 5
Universite Claude Bernard Lyon 1 5
Instituto Nacional de Matematica Pura E Aplicada, Rio de Janeiro 5
Laboratoire d'Informatique de l'Ecole Polytechnique 5
University of Oslo 5
HP Labs 5
IBM Research 5
University of Leeds 5
Oxford Brookes University 5
Kao Corporation 5
University of New Brunswick 5
Xi'an Jiaotong University 5
University of Cape Town 5
University of Michigan 5
University of Sao Paulo 5
Tohoku University 5
Duke University 5
University of Cagliari 5
Universite de Rennes 1 6
University of Texas at Dallas 6
University of Gottingen 6
University of New Mexico 6
Nanjing University 6
Singapore University of Technology and Design 6
Laboratoire Jean Kuntzmann (LJK) 6
Tianjin University 6
Sony Corporation 6
University of Siegen 6
Osaka University 6
LORIA Laboratoire Lorrain de Recherche en Informatique et ses Applications 6
TELECOM ParisTech 6
University of Ulm 6
The Interdisciplinary Center Herzliya 6
University of Bielefeld 6
Yonsei University 6
Carleton University 6
University of Magdeburg 6
Electronics Telecommunication Research Institute 6
University of Manchester 6
Dalian University of Technology 6
University of Alberta 6
Facebook, Inc. 7
University of Genoa 7
Bangor University 7
Clemson University 7
University of Illinois at Chicago 7
Sejong University 7
University of Kaiserslautern 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
Technical University of Denmark 7
Michigan State University 8
Hangzhou Normal University 8
Universite de Lorrain 8
Sandia National Laboratories, New Mexico 8
University of Central Florida 8
Hasselt University 8
National Chiao Tung University Taiwan 8
Johannes Kepler University Linz 8
Laboratoire Traitement et Communication de l'Information 9
University of Bristol 9
Shanghai Jiaotong University 9
University of Aarhus 9
University of Bath 9
National Research Council Canada 9
The College of William and Mary 9
University of Tubingen 9
McGill University 9
Universitat Politecnica de Catalunya 9
University of California , Merced 9
INRIA Rhone-Alpes 9
University of Cambridge 10
Memorial University of Newfoundland 10
Nokia Bell Labs 10
Ecole Polytechnique 10
Peking University 10
University of Stuttgart 10
Universitat de Girona 10
Indian Institute of Technology, Delhi 11
Istituto di Scienza e Tecnologie dell'Informazione A. Faedo 11
Universite de Strasbourg 11
University of Kentucky 11
Bournemouth University 11
Imperial College London 11
Lawrence Livermore National Laboratory 11
Universite de Bordeaux 12
University of Oxford 12
University of California, Irvine 12
University of California, Riverside 12
Ben-Gurion University of the Negev 12
Free University of Berlin 13
Oregon State University 13
University of Tsukuba 13
Utrecht University 13
University of Houston 13
Technical University in Braunschweig 13
Hokkaido University 13
Universite de Toulouse 14
University of California, Santa Cruz 14
Palo Alto Research Center Incorporated 14
Federal University of Rio Grande do Sul 14
IBM Thomas J. Watson Research Center 14
Bar-Ilan University 14
Washington University in St. Louis 14
Italian National Research Council 15
University of Edinburgh 15
Linkoping University 15
Chalmers University of Technology 15
Bauhaus University Weimar 15
Pohang University of Science and Technology 16
Waseda University 16
Northwestern University 16
George Mason University 16
Ewha Women's University 16
University of Freiburg 16
Cardiff University 17
Stony Brook University 17
Google Inc. 17
University of Florida 17
University of Texas at Austin 17
University of Maryland 18
Delft University of Technology 18
Shenzhen University 18
Czech Technical University in Prague 18
Chinese Academy of Sciences 19
University of Illinois 19
Johns Hopkins University 19
University of California, Santa Barbara 19
Beihang University 20
Universite de Lyon 21
IMAG 21
Technical University of Munich 21
University of Bern 22
Microsoft Research Cambridge 23
Rice University 23
University of Calgary 23
Shenzhen Institute of Advanced Technology 24
National Cheng Kung University 24
University of Massachusetts Amherst 24
Brigham Young University 25
City University of Hong Kong 26
Max Planck Institute for Intelligent Systems 27
National Taiwan University 27
Lund University 27
National University of Singapore 28
Karlsruhe Institute of Technology 28
Charles University 29
University of Roma La Sapienza 29
University of Pennsylvania 30
Arizona State University 30
Graz University of Technology 31
King Abdullah University of Science and Technology 31
Ohio State University 32
Rutgers, The State University of New Jersey 32
INRIA Lorraine 33
National University of Defense Technology China 35
Yale University 36
Catholic University of Leuven, Leuven 36
Dartmouth College 38
Aalto University 38
Nanyang Technological University 39
Technical University of Darmstadt 39
Microsoft Corporation 40
University of Bonn 42
University of Montreal 43
University of Dublin, Trinity College 43
University of California, Davis 44
Brown University 44
University of Erlangen-Nuremberg 45
Technical University of Berlin 45
Saarland University 46
University of California, Los Angeles 47
University of Waterloo 48
Harvard University 49
University of Virginia 49
Shandong University 50
Adobe Systems Incorporated 51
RWTH Aachen University 52
University of Konstanz 52
Technion - Israel Institute of Technology 54
Universidad de Zaragoza 55
NVIDIA 58
University of California System 58
Hebrew University of Jerusalem 60
University of Wisconsin Madison 60
Mitsubishi Electric Research Laboratories 61
Korea Advanced Institute of Science & Technology 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
Intel Corporation 67
University of Utah 68
Seoul National University 68
Swiss Federal Institute of Technology, Lausanne 68
Texas A and M University 69
University of Science and Technology of China 70
Universite Grenoble Alpes 73
Hong Kong University of Science and Technology 73
University of Illinois at Urbana-Champaign 73
MIT Media Laboratory 77
University of California, San Diego 77
Simon Fraser University 79
The University of Hong Kong 86
University of Tokyo 96
Chinese University of Hong Kong 97
New York University 100
University of Toronto 100
Purdue University 100
University College London 110
California Institute of Technology 112
Georgia Institute of Technology 128
The University of North Carolina at Chapel Hill 136
Max Planck Institute for Informatics 140
Massachusetts Institute of Technology 158
University of Southern California 158
Tel Aviv University 163
Tsinghua University 188
University of Washington, Seattle 189
Princeton University 189
Carnegie Mellon University 190
MIT Computer Science and Artificial Intelligence Laboratory 191
University of California, Berkeley 208
Columbia University 208
Zhejiang University 228
Cornell University 237
The University of British Columbia 254
Microsoft Research 286
Microsoft Research Asia 287
Swiss Federal Institute of Technology, Zurich 334
Stanford University 477

ACM Transactions on Graphics (TOG)
Archive


2018
Volume 37 Issue 2, May 2018  Issue-in-Progress
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2010
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2009
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2008
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2007
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07
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Volume 18 Issue 4, Oct. 1999
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Volume 17 Issue 4, Oct. 1998
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Volume 16 Issue 4, Oct. 1997
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Volume 15 Issue 4, Oct. 1996
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Volume 14 Issue 4, Oct. 1995
Volume 14 Issue 3, July 1995
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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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