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FPIC 2014

Speakers

Beyond What and Where: Joint Spatial, Temporal and Causal Parsing with Commonsense Reasoning

Talk Video

Katsushi Ikeuchi
Univ. of Tokyo

Learning-from-Observation: From Assembly Robot Through Dancing Humanoid

Talk Video

Larry Zitnick
Microsoft

Seeing Into the Future

Talk Video

Cognitive Vision and its Application to Medical Imaging, Visual Surveillance, and Space Robotics

Talk Video

Modeling Human Common-Sense Scene Understanding

Simulation in physical scene understanding: action planning and physics beyond solid, rigid bodies

Tao Gao
MIT

Theory of mind in real scenes

Talk Video

Benjamin Kuipers
Univ. of Michigan

Vision is for Agents

Talk Video

Seeing Time's Arrow / Inferring Properties of Cloth from Watching it Move

Talk Video

Physics, Humans, and Intention: Interpretable Machine Learning for 3D Scene Understanding

Accpeted Papers

Full papers

Subject Adaptive Affection Recognition via Sparse Reconstruction Chenyang Zhang, CCNY; Yingli Tian, CCNY
Robust Pose Features for Action Recognition Hyungtae Lee, University of Maryland; vlad Morariu, ; Larry Davis,
Semantic Visual Understanding of the Indoor Environment: from Structures to Opportunities for Action Grace Tsai, University of Michigan; Collin Johnson, University of Michigan; Benjamin Kuipers, University of Michigan
Understanding Effects of Cognitive Load from Pupillary Responses Using Hilbert Analytic Phase Gahangir Hossain, The University of Memphis; Mohammed Yeasin, The University of Memphis
Leveraging Cognitive Context for Object Recognition Wallace Lawson, Naval Research Lab; Laura Hiatt, ; Greg Trafton,


Extented abstracts

Physically Grounded 3D Scene Interpretation with Detailed Object Models Muhammad Zeeshan Zia, ETH-Zurich; Michael Stark, Stanford University; Konrad Schindler, ETH-Zurich;
Computer vision vs. human vision: What can be learned? Ali Borji, University of Southern Califor; Laurent Itti, University of Southern California, USC; ;
Multi-source Deep Learning for Human Pose Estimation Wanli Ouyang, The Chinese Unv. Hong Kong; Xiao Chu, The Chinese Unv. Hong Kong; Xiaogang Wang, The Chinese Univ. Hong Kong;
COSTA: Co-Occurrence Statistics for Zero-Shot Classification Thomas Mensink, University of Amsterdam; efstratios Gavves, ; Cees Snoek, ;
When 3D Reconstruction Meets Ubiquitous RGB-D Images Quanshi Zhang, University of Tokyo; Xuan Song, University of Tokyo; Xiaowei Shao, University of Tokyo; Huijing Zhao, Peking University; Ryosuke Shibasaki, University of Tokyo;
Context Driven Scene Parsing with Attention to Rare Classes Jimei Yang, UC Merced; Brian Price, Adobe Research; Scott Cohen, Adobe Research; Ming-Hsuan Yang, UC Merced;
Associative embeddings for large-scale knowledge transfer with self-assessment Alexander Vezhnevets, University of Edinburgh; Vittorio Ferrari, University of Edinburgh;
Visual Persuasion: Inferring Communicative Intents of Images Jungseock Joo, UCLA; Weixin Li, UCLA; Francis Steen, UCLA; Song-Chun Zhu, UCLA;
Learning Receptive Fields for Pooling from Tensors of Feature Response Can Xu, UCSD; Nuno Vasconcelos, UCSD;
A Reverse Hierarchy Model for Predicting Eye Fixations Tianlin Shi, Tsinghua University; Ming Liang, Tsinghua University; Xiaolin Hu, Tsinghua University;
An Automated Estimator of Image Visual Realism Based on Human Cognition Shaojing Fan, Institute for Infocomm Researc; Tian-Tsong Ng, Institute for Infocomm Research; Jonathan Herberg, Institute of High Performance Computing; Bryan Koenig, Lindenwood University; Cheston Y.-C Tan, Institute for Infocomm Research; Rang-ding Wang, Ningbo University;
Human Perception of Visual Realism for Photo and Computer-generated Face Images Shaojing Fan, Institute for Infocomm Researc; Tian-Tsong Ng, Institute for Infocomm Research; Jonathan Herberg, Institute of High Performance Computing; Bryan Koenig, Lindenwood University; Cheston Y.-C Tan, Institute for Infocomm Research; Rang-ding Wang, Ningbo University;
Robust Estimation of 3D Human Poses from a Single Image CHUNYU WANG, Peking University; Yizhou Wang, Peking University; Zhouchen Lin, Peking University; Alan Yuille, UCLA; Wen Gao, Peking University;
Tell Me What You See and I will Show You Where It Is Jia Xu, UW-Madison; Alexander Schwing, University of Toronto; Raquel Urtasun, University of Toronto;
Domain Adaptation on the Statistical Manifold Mahsa Baktash, University of Queensland; mehrtash Harandi, NICTA; brian Lovell, UQ; mathieu Salzmann, NICTA;
Detecting Potential Falling Objects by Inferring Human Action and Natural Disturbance Bo Zheng, The University of Tokyo; Yibiao Zhao, UCLA; Katsushi Ikeuchi, The University of Tokyo; Song-Chun Zhu, UCLA
Failure Prediction in Vision Systems Peng Zhang, Virginia Tech; Jiuling Wang, University of Texas at Austin; Ali Farhadi, University of Washington; Martial Hebert, Carnegie Mellon University; Devi Parikh, Virginia Tech;
Towards Unified Human Parsing and Pose Estimation Jian Dong, NUS; Qiang Chen, ; Xiaohui SHEN, ; JIanchao YANG, ; Shuiheng YAN, ;
Continuous Manifold Based Adaptation for Evolving Visual Domains Judy Hoffman, UC Berkeley; Trevor Darrell, UC Berkeley; Kate Saenko, UMass Lowell;
Predicting Object Dynamics in Scenes David Fouhey, Carnegie Mellon University; Larry Zitnick, Microsoft Research;
Robust 3D Features for Matching between Distorted Range Scans Captured by Moving Systems Xiangqi Huang, The University of Tokyo; Bo Zheng, The University of Tokyo; Takeshi Masuda, ; Katsushi Ikeuchi, The University of Tokyo;
Automatic Construction of Deformable Models In-The-Wild Epameinondas Antonakos, Imperial College London; Stefanos Zafeiriou, Imperial College London;
Sign Language Spotting using Hierarchical Sequential Patterns with Temporal Intervals Eng-Jon Ong, University of Surrey; Nicolas Pugeault, University of Surrey; Richard Bowden, University of Surrey; Oscar Koller, University of Surrey;
Language-driven video retrieval Andrei Barbu, MIT; N. Siddharth, Stanford University; Jeffrey Siskind, Purdue University;
Patch to the Future: Unsupervised Visual Prediction, Extended Abstract; Jacob Walker, Carnegie Mellon University; Abhinav Gupta, ; Martial Hebert, Carnegie Mellon University;
Affordance of Object Parts from Geometric Features Austin Myers, University of Maryland; Angjoo Kanazawa, University of Maryland College Park; Cornelia Fermuller, University of Maryland College Park; Yiannis Aloimonos, University of Maryland College Park;
Annotation granularity for human action recognition Hilde Kuehne, Fraunhofer FKIE; Ali Arslan, Brown University; Thomas Serre, Brown University;
3D Gaze Tracking and Automatic Gaze Coding from RGB-D Cameras Kenneth Funes Mora, Idiap Research Institute/EPFL; Jean-Marc Odobez, Idiap Research Institute/EPFL;
Parsing videos of actions with segmental grammars Hamed Pirsiavash, MIT; Deva Ramanan, UCI;
Interpreting Manipulation Actions: a Cognitive Approach Yezhou Yang, University of Maryland; Cornelia Fermuller, University of Maryland College Park; Yiannis Aloimonos, University of Maryland College Park;
Learning Affordance Maps by Observing Interactions Manolis Savva, Stanford University; Angel Chang, Stanford University; Matthew Fisher, Stanford University; Matthias Niessner, Stanford University; Pat Hanrahan, Stanford University;
A Mixture of Manhattan Frames: Beyond the Manhattan World Julian Straub, MIT CSAIL; GUy Rosman, MIT CSAIL; Oren Freifeld, MIT CSAIL; John Leonard, MIT CSAIL; John Fisher III, MIT CSAIL;
Inferring the Why in Images Hamed Pirsiavash, MIT; Carl Vondrick, MIT; Antonio Torralba, MIT;

Organizers

The Center for Vision, Cognition, Learning, and Autonomy

Lap-Fai Yu
UMass Boston

Graphics and Virtual Environments Lab

Bo Zheng
The University of Tokyo

Computer Vision Lab

Peter Battaglia
DeepMind

DeepMind, London

Tao Gao
MIT

Computational Cognitive Science lab

Program Committee

Abhinav Gupta CMU Wongun Choi NEC Laboratories
Ce Liu Microsoft Research New England Deva Ramanan UCI
Takaaki Shiratori Microsoft Research Asia Kobus Barnard University of Arizona
Phillip Isola MIT Yasuyuki Matsushita Microsoft Research Asia
Nick Wang MIT Michael Ryoo NASA JPL
Hossein Mobahi MIT Chia-Chien Wu University of Massachusetts Boston
Yizhou Wang Peking University Xiaodi Hou California Institute of Technology
Xiaobai Liu UCLA Tyler W. Garaas Mitsubishi Electric Research Laboratories
Ping Tan National University of Singapore Sai-Kit Yeung Singapore University of Technology and Design
Rudhir Gupta Arista Networks Lu Zheng City University of Hong Kong
Kewei Tu ShanghaiTech University Hema S Koppula Cornell
Devi Parikh Virginia Tech Danny Harari Weizmann Institute of Science
Chi-Keung Tang Hong Kong University of Science and Technology Chan Su Lee Yeungnam University
Brandon Rothrock NASA JPL Ahmed Elgammal Rutgers
Takeshi Masuda National Institute of AIST, Japan

Sponsors