| Description |
1 online resource : illustrations (some color) |
| Series |
Lecture notes in computer science, 0302-9743 ; 7585 |
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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 ; 7585.
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
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| Contents |
Pixels, Stixels, and Objects / David Pfeiffer, Friedrich Erbs and Uwe Franke -- Fast Stixel Computation for Fast Pedestrian Detection / Rodrigo Benenson, Markus Mathias, Radu Timofte and Luc Van Gool -- Discovering a Lexicon of Parts and Attributes / Subhransu Maji -- How Important Are "Deformable Parts" in the Deformable Parts Model? / Santosh K. Divvala, Alexei A. Efros and Martial Hebert -- Bounding Part Scores for Rapid Detection with Deformable Part Models / Iasonas Kokkinos -- Learning Compact Visual Attributes for Large-Scale Image Classification / Yu Su and Frédéric Jurie -- Unsupervised Learning of Discriminative Relative Visual Attributes / Shugao Ma, Stan Sclaroff and Nazli Ikizler-Cinbis -- A Method for Online Analysis of Structured Processes Using Bayesian Filters and Echo State Networks / Dimitrios I. Kosmopoulos and Fillia Makedon -- Monocular Camera Fall Detection System Exploiting 3D Measures: A Semi-supervised Learning Approach / Konstantinos Makantasis, Eftychios Protopapadakis, Anastasios Doulamis, Lazaros Grammatikopoulos and Christos Stentoumis -- Person Identification Using Full-Body Motion and Anthropometric Biometrics from Kinect Videos / Brent C. Munsell, Andrew Temlyakov, Chengzheng Qu and Song Wang -- Spatio-temporal Video Representation with Locality-Constrained Linear Coding / Manal Al Ghamdi, Nouf Al Harbi and Yoshihiko Gotoh |
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Real Time Detection of Social Interactions in Surveillance Video / Paolo Rota, Nicola Conci and Nicu Sebe -- Towards Space-Time Semantics in Two Frames / Karla Brkić, Axel Pinz, Zoran Kalafatić and Siniša Šegvić -- SuperFloxels: A Mid-level Representation for Video Sequences / Avinash Ravichandran, Chaohui Wang, Michalis Raptis and Stefano Soatto -- Relative Camera Localisation in Non-overlapping Camera Networks Using Multiple Trajectories / Vijay John, Gwenn Englebienne and Ben Krose -- Detecting Interesting Events Using Unsupervised Density Ratio Estimation / Yuichi Ito, Kris M. Kitani, James A. Bagnell and Martial Hebert -- Destination Flow for Crowd Simulation / Stefano Pellegrini, Jürgen Gall, Leonid Sigal and Luc Van Gool -- 3D Rotation Invariant Decomposition of Motion Signals / Quentin Barthélemy, Anthony Larue and Jérôme I. Mars -- Learn to Move: Activity Specific Motion Models for Tracking by Detection / Thomas Mauthner, Peter M. Roth and Horst Bischof -- Flow Counting Using Realboosted Multi-sized Window Detectors / Håkan Ardö, Mikael Nilsson and Rikard Berthilsson -- Dynamic Markov Random Field Model for Visual Tracking / Daehwan Kim, Ki-Hong Kim, Gil-Haeng Lee and Daijin Kim -- Mode Seeking with an Adaptive Distance Measure / Guodong Pan, Lifeng Shang, Dirk Schnieders and Kwan-Yee K. Wong |
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Constrained Clustering with Local Constraint Propagation / Ping He, Xiaohua Xu and Ling Chen -- Occlusion Handling in Video Segmentation via Predictive Feedback / Jeremie Papon, Alexey Abramov and Florentin Wörgötter -- Collective Activity Localization with Contextual Spatial Pyramid / Shigeyuki Odashima, Masamichi Shimosaka, Takuhiro Kaneko, Rui Fukui and Tomomasa Sato -- Viewpoint Invariant Collective Activity Recognition with Relative Action Context / Takuhiro Kaneko, Masamichi Shimosaka, Shigeyuki Odashima, Rui Fukui and Tomomasa Sato -- On Recognizing Actions in Still Images via Multiple Features / Fadime Sener, Cagdas Bas and Nazli Ikizler-Cinbis -- Tighter Relaxations for Higher-Order Models Based on Generalized Roof Duality / Johan Fredriksson, Carl Olsson, Petter Strandmark and Fredrik Kahl -- Approximate Envelope Minimization for Curvature Regularity / Stefan Heber, Rene Ranftl and Thomas Pock -- Relating Things and Stuff by High-Order Potential Modeling / Byung-soo Kim, Min Sun, Pushmeet Kohli and Silvio Savarese -- Submodular Relaxation for MRFs with High-Order Potentials / Anton Osokin and Dmitry Vetrov -- Adjacency Matrix Construction Using Sparse Coding for Label Propagation / Haixia Zheng, Horace H.S. Ip and Liang Tao -- Climbing: A Unified Approach for Global Constraints on Hierarchical Segmentation / Bangalore Ravi Kiran, Jean Serra and Jean Cousty |
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Hierarchical Late Fusion for Concept Detection in Videos / Sabin Tiberius Strat, Alexandre Benoit, Hervé Bredin, Georges Quénot and Patrick Lambert -- Fast and Adaptive Deep Fusion Learning for Detecting Visual Objects / Nikolaos Doulamis and Anastasios Doulamis -- Hybrid Pooling Fusion in the BoW Pipeline / Marc Law, Nicolas Thome and Matthieu Cord -- Joint Sparsity-Based Robust Multimodal Biometrics Recognition / Sumit Shekhar, Vishal M. Patel, Nasser M. Nasrabadi and Rama Chellappa -- GPS-Based Multi-viewpoint Integration for Anticipative Scene Analysis / Kohji Kamejima -- Fusion of Speech, Faces and Text for Person Identification in TV Broadcast / Hervé Bredin, Johann Poignant, Makarand Tapaswi, Guillaume Fortier and Viet Bac Le, et al. -- Explicit Performance Metric Optimization for Fusion-Based Video Retrieval / Ilseo Kim, Sangmin Oh, Byungki Byun, A.G. Amitha Perera and Chin-Hui Lee -- Unsupervised Classemes / Claudio Cusano, Riccardo Satta and Simone Santini -- A Benchmarking Campaign for the Multimodal Detection of Violent Scenes in Movies / Claire-Hélène Demarty, Cédric Penet, Guillaume Gravier and Mohammad Soleymani |
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A Selective Weighted Late Fusion for Visual Concept Recognition / Ningning Liu, Emmanuel Dellandrea, Chao Zhu, Charles-Edmond Bichot and Liming Chen -- Fusion of Multiple Visual Cues for Visual Saliency Extraction from Wearable Camera Settings with Strong Motion / Hugo Boujut, Jenny Benois-Pineau and Remi Megret -- Enhancing Semantic Features with Compositional Analysis for Scene Recognition / Miriam Redi and Bernard Merialdo -- Object Reading: Text Recognition for Object Recognition / Sezer Karaoglu, Jan C. van Gemert and Theo Gevers -- Bayesian Multimodal Fusion in Forensic Applications / Virginia Fernandez Arguedas, Qianni Zhang and Ebroul Izquierdo -- Noise Modelling and Uncertainty Propagation for TOF Sensors / Amira Belhedi, Adrien Bartoli, Steve Bourgeois, Kamel Hamrouni and Patrick Sayd, et al. -- Single Color One-Shot Scan Using Topology Information / Hiroshi Kawasaki, Hitoshi Masuyama, Ryusuke Sagawa and Ryo Furukawa -- View Planning Approach for Automatic 3D Digitization of Unknown Objects / Souhaiel Khalfaoui, Ralph Seulin, Yohan Fougerolle and David Fofi -- Depth Enhancement by Fusion for Passive and Active Sensing / Frederic Garcia, Djamila Aouada, Hashim Kemal Abdella, Thomas Solignac and Bruno Mirbach, et al. -- 2.1 Depth Estimation of Frames in Image Sequences Using Motion Occlusions / Guillem Palou and Philippe Salembier |
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Joint Spatio-temporal Depth Features Fusion Framework for 3D Structure Estimation in Urban Environment / Mohamad Motasem Nawaf and Alain Trémeau -- A Virtual Environment Tool for Benchmarking Face Analysis Systems / Mauricio Correa, Javier Ruiz-del-Solar and Rodrigo Verschae -- An Open Source Framework for Standardized Comparisons of Face Recognition Algorithms / Manuel Günther, Roy Wallace and Sébastien Marcel -- Adaptive Registration for Occlusion Robust 3D Face Recognition / Nese Alyuz, Berk Gokberk and Lale Akarun -- Robust and Computationally Efficient Face Detection Using Gaussian Derivative Features of Higher Orders / John A. Ruiz-Hernandez, James L. Crowley, Claudine Combe, Augustin Lux and Matti Pietikäinen -- Multi-view Facial Expression Recognition Analysis with Generic Sparse Coding Feature / Usman Tariq, Jianchao Yang and Thomas S. Huang -- Real-Time Image Registration of RGB Webcams and Colorless 3D Time-of-Flight Cameras / Juan D. Gomez, Guido Bologna and Thierry Pun -- Technical Demonstration on Model Based Training, Detection and Pose Estimation of Texture-Less 3D Objects in Heavily Cluttered Scenes / Stefan Hinterstoisser, Vincent Lepetit, Slobodan Ilic, Stefan Holzer and Kurt Konolige, et al. -- FaceHugger: The ALIEN Tracker Applied to Faces / Federico Pernici |
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INTAIRACT: Joint Hand Gesture and Fingertip Classification for Touchless Interaction / Xavier Suau, Marcel Alcoverro, Adolfo Lopez-Mendez, Javier Ruiz-Hidalgo and Josep Casas -- Fast and Precise Template Matching Based on Oriented Gradients / Yoshinori Konishi, Yasuyo Kotake, Yoshihisa Ijiri and Masato Kawade -- Object Categorization Based on a Supervised Mean Shift Algorithm / Ruo Du, Qiang Wu, Xiangjian He and Jie Yang -- 3D Gesture Touchless Control Based on Real-Time Stereo Matching / Chao-Kang Liao, Chi-Hao Wu, Ching-Chun Hsiao, Po-Kuan Huang and Tung-Yang Lin, et al. -- A Real-Time Scene Text to Speech System / Lukáš Neumann and Jiří Matas -- Face-Based Illuminant Estimation / Simone Bianco and Raimondo Schettini -- Object-Layout-Aware Image Retrieval for Personal Album Management / Mengyou Li, Zheng Song, Qiang Chen, Liang Lin and Zhongyang Huang, et al. -- A Human vs. Machine Challenge in Fashion Color Classification / Costantino Grana, Daniele Borghesani and Rita Cucchiara -- Understanding Road Scenes Using Visual Cues and GPS Information / Jose M. Alvarez, Felipe Lumbreras, Antonio M. Lopez and Theo Gevers -- The Leiden Augmented Reality System (LARS) / Qi Zhang and Michael S. Lew |
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Prosemantic Image Retrieval / Gianluigi Ciocca, Claudio Cusano, Simone Santini and Raimondo Schettini -- LZM in Action: Realtime Face Recognition System / Evangelos Sarıyanidi, Birkan Tunç and Muhittin Gökmen -- Using 3D Models for Real-Time Facial Feature Tracking, Pose Estimation, and Expression Monitoring / Angela Caunce and Tim Cootes -- Instant Scene Recognition on Mobile Platform / Sebastiano Battiato, Giovanni Maria Farinella, Mirko Guarnera, Daniele Ravì and Valeria Tomaselli -- Adasens Advanced Driver Assistance Systems Live Demo / Noel Trujillo, Chrystoph Toll, Daniele Sciretti, Silvia Sanchez and Andrej Ritter, et al. -- Real-Time 3D Motion Capture by Monocular Vision and Virtual Rendering / David Antonio Gómez Jáuregui and Patrick Horain -- A Tai Chi Training System Based on Fast Skeleton Matching Algorithm / Yu Jin, Xiaoxiang Hu and GangShan Wu -- Emotion Mirror: A Novel Intervention for Autism Based on Real-Time Expression Recognition / David Deriso, Joshua Susskind, Lauren Krieger and Marian Bartlett -- Unsupervised Activity Analysis and Monitoring Algorithms for Effective Surveillance Systems / Jean-Marc Odobez, Cyril Carincotte, Rémi Emonet, Erwan Jouneau and Sofia Zaidenberg, et al |
| Summary |
The three volume set LNCS 7583, 7584 and 7585 comprises the Workshops and Demonstrations which took place in connection with the European Conference on Computer Vision, ECCV 2012, held in Firenze, Italy, in October 2012. The total of 179 workshop papers and 23 demonstration papers was carefully reviewed and selected for inclusion in the proceedings. They where held at workshops with the following themes: non-rigid shape analysis and deformable image alignment; visual analysis and geo-localization of large-scale imagery; Web-scale vision and social media; video event categorization, tagging and retrieval; re-identification; biological and computer vision interfaces; where computer vision meets art; consumer depth cameras for computer vision; unsolved problems in optical flow and stereo estimation; what's in a face?; color and photometry in computer vision; computer vision in vehicle technology: from earth to mars; parts and attributes; analysis and retrieval of tracked events and motion in imagery streams; action recognition and pose estimation in still images; higher-order models and global constraints in computer vision; information fusion in computer vision for concept recognition; 2.5D sensing technologies in motion: the quest for 3D; benchmarking facial image analysis technologies |
| Analysis |
Computer science |
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Computer software |
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Computer graphics |
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Computer vision |
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Optical pattern recognition |
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Image Processing and Computer Vision |
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Pattern Recognition |
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computerwetenschappen |
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computer sciences |
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informatiesystemen |
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information systems |
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internet |
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beeldverwerking |
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image processing |
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machine vision |
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patroonherkenning |
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algoritmen |
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algorithms |
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computeranalyse |
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computer analysis |
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kunstmatige intelligentie |
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artificial intelligence |
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computergrafie |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Notes |
International conference proceedings |
| 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 |
Fusiello, Andrea
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Murino, Vittorio
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Cucchiara, Rita
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| ISBN |
9783642338854 |
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3642338852 |
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