VISUAL OBJECT RECOGNITION 67777 Prof. Daphna Weinshall
 

VISUAL OBJECT RECOGNITION

67777

Prof. Daphna Weinshall

 



Time: Monday 12:00-13:45

Place: Shprinzak 28 [March-May], Ross 201 [June]


Lectures (pdf)

1. Introduction

2. Feature Detection

3. Feature Descriptors

4. Object Recognition

5. Categorization - Bag of Features

6. Categorization - Constellation Models


Project

Guidelines

Code Note: function do_plsa_test.m - modified 14/6/2009

Due 22.06.09, no extensions.

Student Lecture Table



Date

Speaker

Paper

4.5.2008 Dagan Eshar
presentation

Unifying Discriminative Visual Codebook Generation with Classifier Training for Object Category Recognition. L. Yang, R. Jin, R. Sukthankar and F. Jurie. CVPR 2008.


4.5.2008 Arie Meir
presentation

Beyond Sliding Windows: Object Localization by Efficient Subwindow Search. Christoph H. Lampert and Matthew B. Blaschko. CVPR 2008.


11.5.2008 Amir Rosenfeld
presentation

Towards scalable representations of object categories: Learning a hierarchy of parts. S. Fidler and A. Leonardis. CVPR 2007.


11.5.2008 Tal Golan
presentation

Robust Object Recognition with Cortex-Like Mechanisms. Thomas Serre, Lior Wolf, Stanley Bileschi, Maximilian Riesenhuber, and Tomaso Poggio. PAMI 2007.


18.5.2008 Roie Kliper
presentation

Learning Globally-Consistent Local Distance Functions for Shape-Based Image Retrieval and Classification. Andrea Frome, Fei Sha, Yoram Singer and Jitendra Malik. ICCV 2007.


18.5.2008 Dmitri Hanukaev
presentation

Robust Object Detection with Interleaved Categorization and Segmentation. Bastian Leibe, Ales Leonardis, and Bernt Schiele. IJCV 2008.
Focus paper: Coupled Detection and Trajectory Estimation for Multi-Object Tracking. Leibe, B., Schindler, K. and Van Gool, L. ICCV 2007.


25.5.2008 Noam Aigerman
presentation


Scene classification via pLSA. A. Bosch, A. Zisserman, and X. Munoz. ECCV 2006.

25.5.2008 Alon Zweig
presentation

Discovering object categories in image collections. Sivic, J. and Russell, B.C. and Efros, A.A. and Zisserman, A. and Freeman, W.T, ICCV 2005.

1.6.2008 Avram Golbert
presentation

Learning the Discriminative Power-Invariance Trade-Off. Manik Varma and Debajyoti Ray. CVPR 2007.


1.6.2008 Elad Mezuman
presentation

Dataset issues in object recognition. J. Ponce, TL Berg, M. Everingham, DA Forsyth, M. Hebert, S. Lazebnik, M. Marszalek, C. Schmid, BC Russell, A. Torralba, CKI Williams, J. Zhang and A. Zisserman. Lecture Notes in Computer Science, 2006.


8.6.2008
11:00-11:45
David Arnon
presentation

A Discriminatively Trained, Multiscale, Deformable Part Model. Pedro Felzenzwab, David McAllester and Deva Ramanan. CVPR 2008.


8.6.2008 Avishai Hendel
presentation

Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words. Juan Carlos Niebles, Hongcheng Wang and Li Fei-Fei. IJCV 2008.

link to demo

8.6.2008 Liron Levin
presentation

Towards multi-view object class detection. Alexander Thomas,Vittorio Ferrari,Bastian Leibe,Tinne Tuytelaars,Bernt Schiele and Luc Van Gool. CVPR 2006.


15.6.2008 Yair Movshovitz
presentation

Image Classification using Random Forests and Ferns. Anna Bosch, Andrew Zisserman  and Xavier Munoz. ICCV 2007.


15.6.2008 Gilad Freedman
presentation

Putting objects in perspective. Hoiem, D. and Efros, A.A. and Hebert, M. IJCV 2008.


22.6.2008 Cobi Cario
presentation

One-Shot Learning of Object Categories. Li Fei -Fei , Rob Fergus and Pietro Perona. PAMI 2006.


22.6.2008 Summary
presentation