Test Data
[Benchmark Data - Animations] [Evaluation] [Images] [Computer Vision Resource] [Robust Features] 

Benchmark Data - Animations

 PETS 2006 Benchmark Data

CAVIAR: Context Aware Vision using Image-based Active Recognition

The Lausanne Federal Institute of Technology (EPFL)

Cambridge Hand Gesture Data set 

IDIAP Sébastien Marcel - Gesture Databases

Surveillance Performance EValuation Initiative (SPEVI)

Face Databases From Other Research Groups

CBCL Databases

Face and Gesture Recognition

CVonline: Databases

Video and Image Datasets Index

PETS

Other datasets

Name OTCBVS Dataset
Description Videos and images recorded in and beyond the visible spectrum (faces and people)
Download http://www.cse.ohio-state.edu/otcbvs-bench/

Name PETS 2001 Dataset
Description Two view-monitoring of a campus site (people and vehicles)
Download http://www.cvg.cs.rdg.ac.uk/cgi-bin/PETSMETRICS/page.cgi?dataset

Name PETS 2006 Dataset
Description Person and baggage detection in a train station
Download http://www.cvg.rdg.ac.uk/PETS2006/data.html

Name VIVID PETS 2005 Dataset
Description Aerial footage (vehicles)
Download http://www.vividevaluation.ri.cmu.edu/datasets/datasets.html

Name AMI Corpora
Description Meeting room scenarios, with two people sitting around meeting tables
Download http://corpus.amiproject.org/amicorpus/download/download

Annotation Tool ViPER

Evaluation

VIVID Tracking Evaluation

PETS: Performance Evaluation of Tracking and Surveillance

BEHAVE Interactions Test Case Scenarios

Video Understanding Evaluation -ETISEO

CLEAR Evaluation

Images

 

•   The NORB: Generic Object Recognition in Images dataset
•   The MNIST Handwritten Digit Dataset

  UCF Action Trajectories 

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  Image Database at City Univ of Hongkong 

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  DARPA Image Collection 

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  Images at UMASS 

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  Michigan State University 

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  INRIA 

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  IEN 

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  University of East Anglia 

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  CMU 

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  Linkoeping 

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  Kiel 

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  Images at WUARCHIVE 

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  Pictures archive at FUNET 

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  OnLine Images from the History of Medicine 

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  Pictures archive in Czech Republic 

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  Pictures at Pilot European Image Processing Archive (PEIPA) 

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  ULB/STC : Michel's Pictures 

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  Pictures at SUNET 

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  The ORL Database of Faces 

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  UC/Riverside - California Museum of Photography 

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  IEEE Orlando Sections Awards-98 Pictures 

 

Robust Features

Speeded Up Robust Features

Computer Vision Resource

Paper indexes

• NISP (Neural Information Processing Systems)
• ECCV 2008  - new
• CVPR 2008 (rss) - new
• ACCV 2007 (rss)
• ICCV 2007 (rss)
• CVPR 2007 (rss)
• ECCV 2006
• Computer Vision Group Papers

VideoLectures.Net

Other paper indexes

• Tim Rowley: (SIGGRAPH, Eurographics,...)
• Ke-Sen Huang: (SIGGRAPH, Eurographics, Graphics Interface,...)

 

Sources for Scientific Literature

• CiteSeer
• Google
• Google Scholar
• Math World
• Proceedings of NIPS (Neural Information Processing Systems)
• Proceedings of IJCAI (International Joint Conference on Artificial Intelligence)
• Proceedings ICML (International Conference on Machine Learning)

Computer Vision relates

• Computer Vision Handbook
  
• CVOnline: Visual Learning
  Information about Machine Learning in Computer Vision. CVOnline
• Computer Vision Homepage
  
• Online resources for Computer Vision
  
• Computer Image Analysis, Computer Vision Conferences

Machine Learning

• The Machine Learning Network

Boosting

• www.boosting.org

Conditional Random Field

• Material on, or relating to conditional random fields

Reinforcement Learning

• Reinforcement Learning Repository
• Sutton / Barto: Reinforcement Learning - An Introduction: www.cs.ualberta.ca/~sutton/book/the-book.html
  
  • The whole book as PDF: http://www.cs.ttu.edu/~pazhayan/rlBook.pdf
• Online Tutorials (reinforcementlearning.ai-depot.com/Tutorials.html)
• www.kernel-machines.org
  Information for Thema Support Vector Machines and Kernel Method.
• UCI Machine Learning Repository
  Database for Thema Machine Learning.

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