Tuesday, August 02, 2011

CVPR'11 papers. A Partial list of interest

The list of CVPR papers are out and are listed with a link to the pdf version on cvpaprs.com whenever it was found. The following is a small sample I decided to feature from their title (all the papers are here). The figure on the left is from the first beautiful paper:
  • Reconstructing an image from its local descriptors (PDF) Philippe Weinzaepfel (ENS Cachan Bretagne), Herve Jegou, Patrick Perez (Technicolor)
  • Earth Mover's Prototypes: a Convex Learning Approach for Discovering Activity Patterns in Dynamic Scenes (PDF, project, videos) Elisa Ricci (Fondazione Bruno Kessler), Gloria Zen (Fondazione Bruno Kessler)
  • Learning invariance through imitation (PDF, supplementary material)Graham Taylor (New York University), Ian Spiro (New York University), Rob Fergus (New York University)
  • Sparse Image Representation with Epitomes (PDF), Louise Benoit (ENS), Julien Mairal, Francis Bach (INRIA), Jean Ponce.
  • Are Sparse Representations Really Relevant for Image Classification? (PDF), Roberto Rigamonti (EPFL), Matthew Brown (EPFL), Vincent Lepetit
  • Capturing Time-of-Flight Data with Confidence PDF(draft PDF, project) Malcolm Reynolds (University College London), Jozef Doboš (University College London), Leto Peel (BAE Systems), Tim Weyrich (University College London), Gabriel Brostow
  • A Non-convex Relaxation Approach to Sparse Dictionary Learning (PDF) Jianping Shi (Zhejiang University), Xiang Ren (Zhejiang University), Jingdong Wang, Guang Dai (ZJU), Zhihua Zhang
  • Camera Calibration with Lens Distortion from Low-rank Textures (PDF) Zhengdong Zhang (Microsoft Research Asi), Yasuyuki Matsushita, Yi Ma
  • Blind Deconvolution Using A Normalized Sparsity Measure (PDF) Dilip Krishnan (New York University), Rob Fergus
  •  An Analysis of Using High-Frequency Sinusoidal Illumination to Measure the 3D Shape of Translucent Objects (PDF, project, results) Michael Holroyd (University of Virginia), Jason Lawrence (University of Virginia)
  • Fusion of GPS and Structure-from-Motion using Constrained Bundle Adjustments (PDF) Maxime Lhuillier
  • The Light-Path Less Traveled (PDF) Srikumar Ramalingam (MERL), Sofien Bouaziz (EPFL), Peter Sturm, Philip Torr (Oxford Brookes University)
  • Fast and High-Performance Template Matching Method (PDF) Alexander Sibiryakov (Mitsubishi Electric) 
  • Tag Localization with Spatial Correlations and Joint Group Sparsity (PDF) Yang Yang (The University of Queensland), Yi Yang (The University of Queensland), Zi Huang (The University of Queensland), Heng Tao Shen (The University of Queensland), Feiping Nie (University of Texas, Arlington)
  • Robust Classification via Structured Sparse Representation (PDF) Ehsan Elhamifar (Johns Hopkins University), RenéVidal
  • Analytical Projection Model for Non-Central Catadioptric Cameras with Quadric Mirrors (PDF, supplementary material, project,videos) Amit Agrawal, Yuichi Taguchi (Mitsubishi Electric Research Labs), Srikumar Ramalingam (MERL)
  •  Sparsity-based Image Denoising via Dictionary Learning and Structural Clustering (PDF, project, code, results) Weisheng Dong (Xidian University), Xin Li (WVU), Lei Zhang (Hong Kong Polytechnic University), Guangming Shi (Xidian University)
  •  Sparse Approximated Nearest Points for Image Set Classification (PDF) Yiqun Hu (University of Western Australia), Ajmal Mian (University of Western Australia), Robyn Owens (University of Western Australia)
  • Intrinsic Images Decomposition Using a Local and Global Sparse Representation of Reflectance (PDF) Li Shen (I2R), Chuohao Yeo (i2r.a-star.edu.sg)
  •  Accelerated Low-Rank Visual Recovery by Random Projection (PDF) Yadong Mu (NUS, Singapore), Jian Dong (NUS, Singapore), Xiaotong Yuan (NUS, Singapore), Shuicheng Yan (NUS, Singapore)
  •  Is face recognition really a Compressive Sensing problem? (PDF) Qinfeng Shi (The University of Adelaide), Anders Eriksson (University of Adelaide), Anton vandenHengel, Chunhua Shen (NICTA)
  • Probabilistic Gaze Estimation Without Active Personal Calibration (PDF) Jixu Chen (Rensselaer Polytechnic Inst.), Qiang Ji
  • Real Time Head Pose Estimation with Random Regression Forests (PDF, project, videos) Gabriele Fanelli (ETHZ), Juergen Gall, Luc VanGool
  • Multiview Specular Stereo Reconstruction of Large Mirror Surfaces (PDF)Jonathan Balzer (KAUST), Sebastian Hoefer, Juergen Beyerer
  • Sparse Reconstruction Cost for Abnormal Event Detection (PDF) Yang Cong (Nanyang Technological of Unive), Junsong Yuan (Nanyang Technological University), Ji Liu (University of Wisconsin-Madison)
  • Learning photographic global tonal adjustments with a database of input/output image pairs (PDF, project, videos, dataset, bibtex) Vladimir Bychkovsky (MIT / CSAIL), Sylvain Paris, Eric Chan (Adobe Systems Inc.), Fredo Durand (MIT)
  • On analyzing video with very small motions (PDF) Robert Pless, Nathan Jacobs (University of Kentucky), Michael Dixon (Washington University in St. Louis), Austin Abrams (Washington University in St. Louis)
  • What makes an image memorable? (PDF) Phillip Isola (MIT), Jianxiong Xiao (MIT CSAIL), Aude Oliva, Antonio Torralba
  • Geometric $\ell_p$-norm Feature Pooling for Image Classification, Jiashi Feng (NUS), Bingbing Ni, Qi Tian (University of Texas at San Antonio), Shuicheng Yan
  • Multi-layer Group Sparse Coding -- for Concurrent Image Classification and Annotation, Shenghua Gao (Nanyang Technological Univ.), Liang-Tien Chia (Nanyang Technological University), Ivor W. Tsang
  •  L1-rotation averaging using the Weiszfeld algorithm, Richard Hartley (ANU)

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