ImageNet Large Scale Visual Recognition Competition 2013 (ILSVRC2013) Workshop (original) (raw)
Introduction
The purpose of the workshop is to present the methods and results of the Image Net Large Scale Visual Recognition Challenge (ILSVRC) 2013 and the new Fine-Grained Challenge 2013. Challenge participants with the most successful and innovative entries will be invited to present.
ILSVRC2013
The ILSVRC2013 evaluates algorithms for object detection and image classification at large scale. This year there are three competitions:
- A PASCAL-style detection challenge on fully labeled data for 200 categories of objects,NEW
- An image classification challenge with 1000 categories, and
- An image classification plus object localization challenge with 1000 categories.
For more details, please visit ILSVRC 2013. Also, ILSVRC2013 results are now available.
Fine-Grained ChallengeNEW
The new Fine-Grained Challenge 2013 runs concurrently with ILSVRC2013 this year, and targets classification among categories which are both visually and semantically similar. For more details, please visit Fine-Grained Challenge 2013.
News
- Dec. 11, 2013. The workshop was a success! Thanks to the many amazing participants! Slides are available below.
Workshop Schedule
The workshop took place on Saturday, December 7th in Room 104.
| ILSVRC2013 classification and localization competitions (details, results) | |||
|---|---|---|---|
| 8:30 |   |
Alexander Berg and Olga Russakovsky, ILSVRC2013 classification and localization: Introduction, analysis, awards | slides (12M) |
| 8:50 |  |
Matthew Zeiler, Visualizing and Understanding Convolutional Neural Networks | video (368M) |
| 9:05 |  |
Shuicheng Yan, Adaptive Non-parametric Rectification of Shallow and Deep Experts [tech report] | slides (1M) |
| 9:20 |  |
Andrew Zisserman, Deep Fisher Networks and Class Saliency Maps for Object Classification and Localisation [tech report] | slides (8M) |
| 9:35 |  |
Pierre Sermanet, Classification, Localization and Detection with Deep Learning | slides (31M) |
| 9:50 | ILSVRC2013 classification spotlights: | slides (3M) | |
| Coffee break | |||
| ILSVRC2013 detection competition (details, results) | |||
| 10:30 | |
Olga Russakovsky, ILSVRC2013 detection: Introduction, analysis, awards | slides (9M) |
| 10:50 |  |
Xiaoyu Wang, Regionlets for Generic Object Detection [paper in ICCV13] | slides (2M) |
| 11:10 |  |
Koen van de Sande and Daniel Fontijne, University of Amsterdam and Euvision Technologies at ILSVRC 2013 [Euvision Technologies,research,Impala app,ImageNet app] | slides (5M) |
| 11:30 | ILSVRC2013 detection spotlights: | slides (6M) | |
| 11:40 |  |
Ross Girshick (UC Berkeley), Rich feature hierarchies for accurate object detection and semantic segmentation [tech report] | slides (6M) |
| 12:00 | Panel discussion: | ||
| Lunch break | |||
| 14:00 |  |
Vittorio Ferrari (University of Edinburgh), Auto-annotation and self-assessment in ImageNet | slides (22M) |
| Fine-Grained Challenge 2013 | |||
| 14:40 | Detailed schedule available here |
Organizers
- Olga Russakovsky ( Stanford University )
- Jonathan Krause ( Stanford University )
- Jia Deng ( Stanford University )
- Alex Berg ( UNC Chapel Hill )
- Fei-Fei Li ( Stanford University )
Sponsors
Contact
Please feel free to send any questions or comments to imagenet.help.desk@gmail.com.