| Description |
1 online resource : illustrations (some color) |
| Series |
Lecture notes in computer science, 0302-9743 ; 7576 |
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics |
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Lecture notes in computer science ; 7576.
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
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| Contents |
Diverse M-Best Solutions in Markov Random Fields / Dhruv Batra, Payman Yadollahpour, Abner Guzman-Rivera and Gregory Shakhnarovich -- Generic Cuts: An Efficient Algorithm for Optimal Inference in Higher Order MRF-MAP / Chetan Arora, Subhashis Banerjee, Prem Kalra and S.N. Maheshwari -- Filter-Based Mean-Field Inference for Random Fields with Higher-Order Terms and Product Label-Spaces / Vibhav Vineet, Jonathan Warrell and Philip H.S. Torr -- Continuous Markov Random Fields for Robust Stereo Estimation / Koichiro Yamaguchi, Tamir Hazan, David McAllester and Raquel Urtasun -- Good Regions to Deblur / Zhe Hu and Ming-Hsuan Yang -- Patch Complexity, Finite Pixel Correlations and Optimal Denoising / Anat Levin, Boaz Nadler, Fredo Durand and William T. Freeman -- Guaranteed Ellipse Fitting with the Sampson Distance / Zygmunt L. Szpak, Wojciech Chojnacki and Anton van den Hengel -- A Locally Linear Regression Model for Boundary Preserving Regularization in Stereo Matching / Shengqi Zhu, Li Zhang and Hailin Jin -- A Novel Fast Method for L[infinity] Problems in Multiview Geometry / Zhijun Dai, Yihong Wu, Fengjun Zhang and Hongan Wang |
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Visibility Probability Structure from SfM Datasets and Applications / Siddharth Choudhary and P.J. Narayanan -- A Generative Model for Online Depth Fusion / Oliver J. Woodford and George Vogiatzis -- Depth Recovery Using an Adaptive Color-Guided Auto-Regressive Model / Jingyu Yang, Xinchen Ye, Kun Li and Chunping Hou -- Learning Hybrid Part Filters for Scene Recognition / Yingbin Zheng, Yu-Gang Jiang and Xiangyang Xue -- Parametric Manifold of an Object under Different Viewing Directions / Xiaozheng Zhang, Yongsheng Gao and Terry Caelli -- Fast Approximations to Structured Sparse Coding and Applications to Object Classification / Arthur Szlam, Karol Gregor and Yann LeCun -- Displacement Template with Divide- & -Conquer Algorithm for Significantly Improving Descriptor Based Face Recognition Approaches / Liang Chen, Ling Yan, Yonghuai Liu, Lixin Gao and Xiaoqin Zhang -- Latent Pyramidal Regions for Recognizing Scenes / Fereshteh Sadeghi and Marshall F. Tappen -- Augmented Attribute Representations / Viktoriia Sharmanska, Novi Quadrianto and Christoph H. Lampert |
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Exploring the Spatial Hierarchy of Mixture Models for Human Pose Estimation / Yuandong Tian, C. Lawrence Zitnick and Srinivasa G. Narasimhan -- People Orientation Recognition by Mixtures of Wrapped Distributions on Random Trees / Davide Baltieri, Roberto Vezzani and Rita Cucchiara -- Hybrid Classifiers for Object Classification with a Rich Background / Margarita Osadchy, Daniel Keren and Bella Fadida-Specktor -- Unsupervised and Supervised Visual Codes with Restricted Boltzmann Machines / Hanlin Goh, Nicolas Thome, Matthieu Cord and Joo-Hwee Lim -- A New Biologically Inspired Color Image Descriptor / Jun Zhang, Youssef Barhomi and Thomas Serre -- Finding Correspondence from Multiple Images via Sparse and Low-Rank Decomposition / Zinan Zeng, Tsung-Han Chan, Kui Jia and Dong Xu -- Multidimensional Spectral Hashing / Yair Weiss, Rob Fergus and Antonio Torralba -- What Makes a Good Detector? -- Structured Priors for Learning from Few Examples / Tianshi Gao, Michael Stark and Daphne Koller -- A Convolutional Treelets Binary Feature Approach to Fast Keypoint Recognition / Chenxia Wu, Jianke Zhu, Jiemi Zhang, Chun Chen and Deng Cai |
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Categorizing Turn-Taking Interactions / Karthir Prabhakar and James M. Rehg -- Local Expert Forest of Score Fusion for Video Event Classification / Jingchen Liu, Scott McCloskey and Yanxi Liu -- View-Invariant Action Recognition Using Latent Kernelized Structural SVM / Xinxiao Wu and Yunde Jia -- Trajectory-Based Modeling of Human Actions with Motion Reference Points / Yu-Gang Jiang, Qi Dai, Xiangyang Xue, Wei Liu and Chong-Wah Ngo -- PatchMatchGraph: Building a Graph of Dense Patch Correspondences for Label Transfer / Stephen Gould and Yuhang Zhang -- A Unifying Theory of Active Discovery and Learning / Timothy M. Hospedales, Shaogang Gong and Tao Xiang -- Extracting 3D Scene-Consistent Object Proposals and Depth from Stereo Images / Michael Bleyer, Christoph Rhemann and Carsten Rother -- Repairing Sparse Low-Rank Texture / Xiao Liang, Xiang Ren, Zhengdong Zhang and Yi Ma -- Active Frame Selection for Label Propagation in Videos / Sudheendra Vijayanarasimhan and Kristen Grauman -- Non-causal Temporal Prior for Video Deblocking / Deqing Sun and Ce Liu -- Text Image Deblurring Using Text-Specific Properties / Hojin Cho, Jue Wang and Seungyong Lee |
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Sequential Spectral Learning to Hash with Multiple Representations / Saehoon Kim, Yoonseop Kang and Seungjin Choi -- Two-Granularity Tracking: Mediating Trajectory and Detection Graphs for Tracking under Occlusions / Katerina Fragkiadaki, Weiyu Zhang, Geng Zhang and Jianbo Shi -- Taking Mobile Multi-object Tracking to the Next Level: People, Unknown Objects, and Carried Items / Dennis Mitzel and Bastian Leibe -- Dynamic Context for Tracking behind Occlusions / Fei Xiong, Octavia I. Camps and Mario Sznaier -- To Track or To Detect? An Ensemble Framework for Optimal Selection / Xu Yan, Xuqing Wu, Ioannis A. Kakadiaris and Shishir K. Shah -- Spatial and Angular Variational Super-Resolution of 4D Light Fields / Sven Wanner and Bastian Goldluecke -- Blur-Kernel Estimation from Spectral Irregularities / Amit Goldstein and Raanan Fattal -- Deconvolving PSFs for a Better Motion Deblurring Using Multiple Images / Xiang Zhu, Filip Šroubek and Peyman Milanfar |
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Depth and Deblurring from a Spectrally-Varying Depth-of-Field / Ayan Chakrabarti and Todd Zickler -- Segmentation over Detection by Coupled Global and Local Sparse Representations / Wei Xia, Zheng Song, Jiashi Feng, Loong-Fah Cheong and Shuicheng Yan -- Moving Object Segmentation Using Motor Signals / Changhai Xu, Jingen Liu and Benjamin Kuipers -- Block-Sparse RPCA for Consistent Foreground Detection / Zhi Gao, Loong-Fah Cheong and Mo Shan -- A Generative Model for Simultaneous Estimation of Human Body Shape and Pixel-Level Segmentation / Ingmar Rauschert and Robert T. Collins -- Visual Dictionary Learning for Joint Object Categorization and Segmentation / Aastha Jain, Luca Zappella, Patrick McClure and René Vidal -- People Watching: Human Actions as a Cue for Single View Geometry / David F. Fouhey, Vincent Delaitre, Abhinav Gupta, Alexei A. Efros and Ivan Laptev, et al. -- Indoor Segmentation and Support Inference from RGBD Images / Nathan Silberman, Derek Hoiem, Pushmeet Kohli and Rob Fergus |
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Beyond the Line of Sight: Labeling the Underlying Surfaces / Ruiqi Guo and Derek Hoiem -- Depth Extraction from Video Using Non-parametric Sampling / Kevin Karsch, Ce Liu and Sing Bing Kang -- Multiple View Object Cosegmentation Using Appearance and Stereo Cues / Adarsh Kowdle, Sudipta N. Sinha and Richard Szeliski -- Elastic Shape Matching of Parameterized Surfaces Using Square Root Normal Fields / Ian H. Jermyn, Sebastian Kurtek, Eric Klassen and Anuj Srivastava -- N-tuple Color Segmentation for Multi-view Silhouette Extraction / Abdelaziz Djelouah, Jean-Sébastien Franco, Edmond Boyer, François Le Clerc and Patrick Pérez -- Motion-Aware Structured Light Using Spatio-Temporal Decodable Patterns / Yuichi Taguchi, Amit Agrawal and Oncel Tuzel -- Refractive Calibration of Underwater Cameras / Anne Jordt-Sedlazeck and Reinhard Koch -- Detection of Independently Moving Objects in Non-planar Scenes via Multi-Frame Monocular Epipolar Constraint / Soumyabrata Dey, Vladimir Reilly, Imran Saleemi and Mubarak Shah |
| Summary |
The seven-volume set comprising LNCS volumes 7572-7578 constitutes the refereed proceedings of the 12th European Conference on Computer Vision, ECCV 2012, held in Florence, Italy, in October 2012. The 408 revised papers presented were carefully reviewed and selected from 1437 submissions. The papers are organized in topical sections on geometry, 2D and 3D shapes, 3D reconstruction, visual recognition and classification, visual features and image matching, visual monitoring: action and activities, models, optimisation, learning, visual tracking and image registration, photometry: lighting and colour, and image segmentation |
| Analysis |
Computer science |
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Computer software |
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Artificial intelligence |
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Computer vision |
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Computer graphics |
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Optical pattern recognition |
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Image Processing and Computer Vision |
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Computer Imaging, Vision, Pattern Recognition and Graphics |
| Bibliography |
Includes bibliographical references and author index |
| Subject |
Computer vision -- Congresses
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Image processing -- Digital techniques -- Congresses
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Informatique.
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Computer vision
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Image processing -- Digital techniques
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| Genre/Form |
Conference papers and proceedings
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Software.
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| Form |
Electronic book
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| Author |
Fitzgibbon, A. W. (Andrew W.)
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| ISBN |
9783642337154 |
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3642337155 |
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