Toward Category-Level Object Recognition 2006

Jean Ponce, Martial Hebert, Cordelia Schmid, Andrew Zisserman (Eds.): Toward Category-Level Object Recognition. Lecture Notes in Computer Science 4170 Springer 2006, ISBN 3-540-68794-7 BibTeX

It is the outcome of two workshops that were held in Taormina in 2003 and 2004.

Introduction

Joseph L. Mundy:
Object Recognition in the Geometric Era: A Retrospective. 3-28
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Jean Ponce, Tamara L. Berg, Mark Everingham, David A. Forsyth, Martial Hebert, Svetlana Lazebnik, Marcin Marszalek, Cordelia Schmid, Bryan C. Russell, Antonio B. Torralba, Christopher K. I. Williams, Jianguo Zhang, Andrew Zisserman:
Dataset Issues in Object Recognition. 29-48
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Yutaka Hirano, Christophe Garcia, Rahul Sukthankar, Anthony Hoogs:
Industry and Object Recognition: Applications, Applied Research and Challenges. 49-64
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Recognition of Specific Objects

Iryna Gordon, David G. Lowe:
What and Where: 3D Object Recognition with Accurate Pose. 67-82
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Stepán Obdrzálek, Jiri Matas:
Object Recognition Using Local Affine Frames on Maximally Stable Extremal Regions. 83-104
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Fred Rothganger, Svetlana Lazebnik, Cordelia Schmid, Jean Ponce:
3D Object Modeling and Recognition from Photographs and Image Sequences. 105-126
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Josef Sivic, Andrew Zisserman:
Video Google: Efficient Visual Search of Videos. 127-144
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Vittorio Ferrari, Tinne Tuytelaars, Luc J. Van Gool:
Simultaneous Object Recognition and Segmentation by Image Exploration. 145-169
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Recognition of Object Categories

Ilkay Ulusoy, Christopher M. Bishop:
Comparison of Generative and Discriminative Techniques for Object Detection and Classification. 173-195
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Margarita Osadchy, Yann LeCun, Matthew L. Miller:
Synergistic Face Detection and Pose Estimation with Energy-Based Models. 196-206
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Gabriella Csurka, Christopher R. Dance, Florent Perronnin, Jutta Willamowski:
Generic Visual Categorization Using Weak Geometry. 207-224
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Bernd Heisele, Ivaylo Riskov, Christian Morgenstern:
Components for Object Detection and Identification. 225-237
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Kobus Barnard, Keiji Yanai, Matthew Johnson, Prasad Gabbur:
Cross Modal Disambiguation. 238-257
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Pinar Duygulu, Muhammet Bastan, David A. Forsyth:
Translating Images to Words for Recognizing Objects in Large Image and Video Collections. 258-276
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Peter Carbonetto, Gyuri Dorkó, Cordelia Schmid, Hendrik Kück, Nando de Freitas:
A Semi-supervised Learning Approach to Object Recognition with Spatial Integration of Local Features and Segmentation Cues. 277-300
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S. Charles Brubaker, Jianxin Wu, Jie Sun, Matthew D. Mullin, James M. Rehg:
Towards the Optimal Training of Cascades of Boosted Ensembles. 301-320
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Shimon Ullman, Boris Epshtein:
Visual Classification by a Hierarchy of Extended Fragments. 321-344
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Antonio B. Torralba, Kevin P. Murphy, William T. Freeman:
Shared Features for Multiclass Object Detection. 345-361
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Yali Amit, Alain Trouvé:
Generative Models for Labeling Multi-object Configurations in Images. 362-381
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Kevin P. Murphy, Antonio B. Torralba, Daniel Eaton, William T. Freeman:
Object Detection and Localization Using Local and Global Features. 382-400
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Sachin Gangaputra, Donald Geman:
The Trace Model for Object Detection and Tracking. 401-420
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Recognition of Object Categories with Geometric Relations

Svetlana Lazebnik, Cordelia Schmid, Jean Ponce:
A Discriminative Framework for Texture and Object Recognition Using Local Image Features. 423-442
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Robert Fergus, Pietro Perona, Andrew Zisserman:
A Sparse Object Category Model for Efficient Learning and Complete Recognition. 443-461
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David J. Crandall, Pedro F. Felzenszwalb, Daniel P. Huttenlocher:
Object Recognition by Combining Appearance and Geometry. 462-482
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Alexander C. Berg, Jitendra Malik:
Shape Matching and Object Recognition. 483-507
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Bastian Leibe, Ales Leonardis, Bernt Schiele:
An Implicit Shape Model for Combined Object Categorization and Segmentation. 508-524
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Timothy F. Cootes, David Cristinacce, Vladimir S. Petrovic:
Statistical Models of Shape and Texture for Face Recognition. 525-542
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Joint Recognition and Segmentation

Zhuowen Tu, Xiangrong Chen, Alan L. Yuille, Song Chun Zhu:
Image Parsing: Unifying Segmentation, Detection, and Recognition. 545-576
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Michalis K. Titsias, Christopher K. I. Williams:
Sequential Learning of Layered Models from Video. 577-595
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M. Pawan Kumar, Philip H. S. Torr, Andrew Zisserman:
An Object Category Specific mrffor Segmentation. 596-616
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