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Toward Category-Level Object Recognition 2006
- Jean Ponce, Martial Hebert, Cordelia Schmid, Andrew Zisserman:
Toward Category-Level Object Recognition. Lecture Notes in Computer Science 4170, Springer 2006, ISBN 3-540-68794-7
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 - Jean Ponce, Tamara L. Berg, Mark Everingham, David A. Forsyth, Martial Hebert, Svetlana Lazebnik, Marcin Marszalek, Cordelia Schmid, Bryan C. Russell, Antonio Torralba, Christopher K. I. Williams, Jianguo Zhang
, Andrew Zisserman:
Dataset Issues in Object Recognition. 29-48 - Yutaka Hirano, Christophe Garcia
, Rahul Sukthankar, Anthony Hoogs:
Industry and Object Recognition: Applications, Applied Research and Challenges. 49-64
Recognition of Specific Objects
- Iryna Gordon, David G. Lowe:
What and Where: 3D Object Recognition with Accurate Pose. 67-82 - Stepán Obdrzálek, Jiri Matas:
Object Recognition Using Local Affine Frames on Maximally Stable Extremal Regions. 83-104 - Fred Rothganger, Svetlana Lazebnik, Cordelia Schmid, Jean Ponce:
3D Object Modeling and Recognition from Photographs and Image Sequences. 105-126 - Josef Sivic, Andrew Zisserman:
Video Google: Efficient Visual Search of Videos. 127-144 - Vittorio Ferrari, Tinne Tuytelaars
, Luc Van Gool:
Simultaneous Object Recognition and Segmentation by Image Exploration. 145-169
Recognition of Object Categories
- Ilkay Ulusoy, Christopher M. Bishop:
Comparison of Generative and Discriminative Techniques for Object Detection and Classification. 173-195 - Margarita Osadchy, Yann LeCun, Matthew L. Miller:
Synergistic Face Detection and Pose Estimation with Energy-Based Models. 196-206 - Gabriela Csurka, Christopher R. Dance, Florent Perronnin, Jutta Willamowski:
Generic Visual Categorization Using Weak Geometry. 207-224 - Bernd Heisele, Ivaylo Riskov, Christian Morgenstern:
Components for Object Detection and Identification. 225-237 - Kobus Barnard, Keiji Yanai, Matthew Johnson, Prasad Gabbur:
Cross Modal Disambiguation. 238-257 - Pinar Duygulu, Muhammet Bastan, David A. Forsyth:
Translating Images to Words for Recognizing Objects in Large Image and Video Collections. 258-276 - 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 - S. Charles Brubaker, Jianxin Wu, Jie Sun, Matthew D. Mullin, James M. Rehg
:
Towards the Optimal Training of Cascades of Boosted Ensembles. 301-320 - Shimon Ullman, Boris Epshtein:
Visual Classification by a Hierarchy of Extended Fragments. 321-344 - Antonio Torralba, Kevin P. Murphy, William T. Freeman:
Shared Features for Multiclass Object Detection. 345-361 - Yali Amit, Alain Trouvé:
Generative Models for Labeling Multi-object Configurations in Images. 362-381 - Kevin P. Murphy, Antonio Torralba, Daniel Eaton, William T. Freeman:
Object Detection and Localization Using Local and Global Features. 382-400 - Sachin Gangaputra, Donald Geman:
The Trace Model for Object Detection and Tracking. 401-420
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 - Robert Fergus, Pietro Perona, Andrew Zisserman:
A Sparse Object Category Model for Efficient Learning and Complete Recognition. 443-461 - David J. Crandall, Pedro F. Felzenszwalb, Daniel P. Huttenlocher:
Object Recognition by Combining Appearance and Geometry. 462-482 - Alexander C. Berg, Jitendra Malik:
Shape Matching and Object Recognition. 483-507 - Bastian Leibe, Ales Leonardis, Bernt Schiele:
An Implicit Shape Model for Combined Object Categorization and Segmentation. 508-524 - Timothy F. Cootes, David Cristinacce, Vladimir S. Petrovic:
Statistical Models of Shape and Texture for Face Recognition. 525-542
Joint Recognition and Segmentation
- Zhuowen Tu, Xiangrong Chen, Alan L. Yuille
, Song Chun Zhu:
Image Parsing: Unifying Segmentation, Detection, and Recognition. 545-576 - Michalis K. Titsias, Christopher K. I. Williams:
Sequential Learning of Layered Models from Video. 577-595 - M. Pawan Kumar, Philip H. S. Torr, Andrew Zisserman:
An Object Category Specific mrffor Segmentation. 596-616
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