| Description |
1 online resource : illustrations (some color) |
| Series |
Lecture notes in computer science, 0302-9743 ; 7573 |
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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 ; 7573.
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
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| Contents |
Object-Centric Spatial Pooling for Image Classification / Olga Russakovsky, Yuanqing Lin, Kai Yu and Li Fei-Fei -- Statistics of Patch Offsets for Image Completion / Kaiming He and Jian Sun -- Spectral Demons -- Image Registration via Global Spectral Correspondence / Herve Lombaert, Leo Grady, Xavier Pennec, Nicholas Ayache and Farida Cheriet -- MatchMiner: Efficient Spanning Structure Mining in Large Image Collections / Yin Lou, Noah Snavely and Johannes Gehrke -- V1-Inspired Features Induce a Weighted Margin in SVMs / Hilton Bristow and Simon Lucey -- Unsupervised Discovery of Mid-Level Discriminative Patches / Saurabh Singh, Abhinav Gupta and Alexei A. Efros -- Self-similar Sketch / Andrea Vedaldi and Andrew Zisserman -- Depth Matters: Influence of Depth Cues on Visual Saliency / Congyan Lang, Tam V. Nguyen, Harish Katti, Karthik Yadati and Mohan Kankanhalli, et al. -- Quaternion-Based Spectral Saliency Detection for Eye Fixation Prediction / Boris Schauerte and Rainer Stiefelhagen -- Human Activities as Stochastic Kronecker Graphs / Sinisa Todorovic -- Facial Action Transfer with Personalized Bilinear Regression / Dong Huang and Fernando De La Torre |
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Point of Gaze Estimation through Corneal Surface Reflection in an Active Illumination Environment / Atsushi Nakazawa and Christian Nitschke -- Order-Preserving Sparse Coding for Sequence Classification / Bingbing Ni, Pierre Moulin and Shuicheng Yan -- Min-Space Integral Histogram / Séverine Dubuisson and Christophe Gonzales -- On Learning Higher-Order Consistency Potentials for Multi-class Pixel Labeling / Kyoungup Park and Stephen Gould -- Sparse Coding and Dictionary Learning for Symmetric Positive Definite Matrices: A Kernel Approach / Mehrtash T. Harandi, Conrad Sanderson, Richard Hartley and Brian C. Lovell -- Learning Class-to-Image Distance via Large Margin and L1-Norm Regularization / Zhengxiang Wang, Shenghua Gao and Liang-Tien Chia -- Taxonomic Multi-class Prediction and Person Layout Using Efficient Structured Ranking / Arpit Mittal, Matthew B. Blaschko, Andrew Zisserman and Philip H.S. Torr -- Robust Point Matching Revisited: A Concave Optimization Approach / Wei Lian and Lei Zhang -- Learning Discriminative Spatial Relations for Detector Dictionaries: An Application to Pedestrian Detection / Enver Sangineto, Marco Cristani, Alessio Del Bue and Vittorio Murino |
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Learning Deformations with Parallel Transport / Donglai Wei, Dahua Lin and John Fisher III -- Multi-channel Shape-Flow Kernel Descriptors for Robust Video Event Detection and Retrieval / Pradeep Natarajan, Shuang Wu, Shiv Vitaladevuni, Xiaodan Zhuang and Unsang Park, et al. -- Tracking Using Motion Patterns for Very Crowded Scenes / Xuemei Zhao, Dian Gong and Gérard Medioni -- Long-Range Spatio-Temporal Modeling of Video with Application to Fire Detection / Avinash Ravichandran and Stefano Soatto -- GMCP-Tracker: Global Multi-object Tracking Using Generalized Minimum Clique Graphs / Amir Roshan Zamir, Afshin Dehghan and Mubarak Shah -- Heliometric Stereo: Shape from Sun Position / Austin Abrams, Christopher Hawley and Robert Pless -- Shape from Single Scattering for Translucent Objects / Chika Inoshita, Yasuhiro Mukaigawa, Yasuyuki Matsushita and Yasushi Yagi -- Scale Invariant Optical Flow / Li Xu, Zhenlong Dai and Jiaya Jia -- Structured Image Segmentation Using Kernelized Features / Aurélien Lucchi, Yunpeng Li, Kevin Smith and Pascal Fua -- Salient Object Detection: A Benchmark / Ali Borji, Dicky N. Sihite and Laurent Itti |
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Automatic Segmentation of Unknown Objects, with Application to Baggage Security / Leo Grady, Vivek Singh, Timo Kohlberger, Christopher Alvino and Claus Bahlmann -- Multi-scale Clustering of Frame-to-Frame Correspondences for Motion Segmentation / Ralf Dragon, Bodo Rosenhahn and Jörn Ostermann -- Fourier Kernel Learning / Eduard Gabriel Băzăvan, Fuxin Li and Cristian Sminchisescu -- Efficient Optimization for Low-Rank Integrated Bilinear Classifiers / Takumi Kobayashi and Nobuyuki Otsu -- Metric Learning for Large Scale Image Classification: Generalizing to New Classes at Near-Zero Cost / Thomas Mensink, Jakob Verbeek, Florent Perronnin and Gabriela Csurka -- Leafsnap: A Computer Vision System for Automatic Plant Species Identification / Neeraj Kumar, Peter N. Belhumeur, Arijit Biswas, David W. Jacobs and W. John Kress, et al. -- Large Scale Visual Geo-Localization of Images in Mountainous Terrain / Georges Baatz, Olivier Saurer, Kevin Köser and Marc Pollefeys -- Manifold Statistics for Essential Matrices / Gijs Dubbelman, Leo Dorst and Henk Pijls |
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Covariance Propagation and Next Best View Planning for 3D Reconstruction / Sebastian Haner and Anders Heyden -- Dilated Divergence Based Scale-Space Representation for Curve Analysis / Max W.K. Law, KengYeow Tay, Andrew Leung, Gregory J. Garvin and Shuo Li -- A Parameterless Line Segment and Elliptical Arc Detector with Enhanced Ellipse Fitting / Viorica Pătrăucean, Pierre Gurdjos and Rafael Grompone von Gioi -- Detecting and Reconstructing 3D Mirror Symmetric Objects / Sudipta N. Sinha, Krishnan Ramnath and Richard Szeliski -- 3D Reconstruction of Dynamic Scenes with Multiple Handheld Cameras / Hanqing Jiang, Haomin Liu, Ping Tan, Guofeng Zhang and Hujun Bao -- Joint Face Alignment: Rescue Bad Alignments with Good Ones by Regularized Re-fitting / Xiaowei Zhao, Xiujuan Chai and Shiguang Shan -- Dynamic Facial Expression Recognition Using Longitudinal Facial Expression Atlases / Yimo Guo, Guoying Zhao and Matti Pietikäinen -- Crosstalk Cascades for Frame-Rate Pedestrian Detection / Piotr Dollár, Ron Appel and Wolf Kienzle |
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Query Specific Fusion for Image Retrieval / Shaoting Zhang, Ming Yang, Timothee Cour, Kai Yu and Dimitris N. Metaxas -- Size Matters: Exhaustive Geometric Verification for Image Retrieval Accepted for ECCV 2012 / Henrik Stewénius, Steinar H. Gunderson and Julien Pilet -- Scene Aligned Pooling for Complex Video Recognition / Liangliang Cao, Yadong Mu, Apostol Natsev, Shih-Fu Chang and Gang Hua, et al. -- Discovering Latent Domains for Multisource Domain Adaptation / Judy Hoffman, Brian Kulis, Trevor Darrell and Kate Saenko -- Visual Recognition Using Local Quantized Patterns / Sibt ul Hussain and Bill Triggs -- Randomized Spatial Partition for Scene Recognition / Yuning Jiang, Junsong Yuan and Gang Yu -- Nested Sparse Quantization for Efficient Feature Coding / Xavier Boix, Gemma Roig, Christian Leistner and Luc Van Gool -- Comparative Evaluation of Binary Features / Jared Heinly, Enrique Dunn and Jan-Michael Frahm |
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Negative Evidences and Co-occurences in Image Retrieval: The Benefit of PCA and Whitening / Hervé Jégou and Ondřej Chum -- W[alpha]SH: Weighted [alpha]-Shapes for Local Feature Detection / Christos Varytimidis, Konstantinos Rapantzikos and Yannis Avrithis -- Sparselet Models for Efficient Multiclass Object Detection / Hyun Oh Song, Stefan Zickler, Tim Althoff, Ross Girshick and Mario Fritz, et al. -- Nested Pictorial Structures / Steve Gu, Ying Zheng and Carlo Tomasi -- Performance Capture of Interacting Characters with Handheld Kinects / Genzhi Ye, Yebin Liu, Nils Hasler, Xiangyang Ji and Qionghai Dai, et al. -- Dynamic Eye Movement Datasets and Learnt Saliency Models for Visual Action Recognition / Stefan Mathe and Cristian Sminchisescu -- Coherent Filtering: Detecting Coherent Motions from Crowd Clutters / Bolei Zhou, Xiaoou Tang and Xiaogang Wang -- Robust 3D Action Recognition with Random Occupancy Patterns / Jiang Wang, Zicheng Liu, Jan Chorowski, Zhuoyuan Chen and Ying Wu |
| 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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Computer vision |
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Computer graphics |
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Optical pattern recognition |
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Computer Imaging, Vision, Pattern Recognition and Graphics |
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Image Processing and Computer Vision |
| 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 |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Fitzgibbon, A. W. (Andrew W.)
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| ISBN |
9783642337093 |
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3642337090 |
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