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Source code for spatio-temporal descriptor, interest point detector, face recognition, etc (LEAR Lab)

Computer Vision Central - Posted on December 11, 2011 at 3:33 pm.

  • Links: http://lear.inrialpes.fr/software
  • Details:
  • Software

    TagProp

    The weighted nearest-neighbor model for multiple binary or multiclass classification that we successfully used it for image auto-annotation in our ICCV'09 paper is available here.

    Spatio-Temporal Descriptor for Action Recognition (HOG3D)

    The software for computing the spatio-temporal descriptor using gradient orientations and regular polyhedrons (or platonic solids) - as described in our BMVC'08 paper - can be found on the website of Alexander Kläser.

    Dense Trajectories Video Description

    The code for dense trajectories in our CVPR'11 paper - can be found on the website of Heng Wang.

    Metric Learning for verification and Multiple Instance Learning

    Matthieu Guillaumin's LDML and MildML on his code page.

    Interest Point Detectors & Test Sequences

    A joint comparison of affine covariant regions by LEAR, Oxford, Leuven and Prague (the test setup and the binaries are available)

    Binaries and test images for Krystian Mikolajczyk's scaled and affine interest point detectors and various types of local image descriptors.

    Gyuri Dorko's version of these detectors.

    Object Detection and Localization Toolkit

    You may download the Navneet Dalal's object detection and localization toolkit from here.

    Groups of adjacent contour segments

    Software for detecting Vitto's local shape features (see bottom of page).

    Face Recognition

    Xiaoyang Tan and Bill Triggs' MATLAB face normalization and descriptor code, as described in our AMFG'07 paper.

    Texture Based Image Classification

    Frank Moosmann's FRIMCLA Randomized forest based image classifier, as described in our ECCV'06 workshop and NIPS'06 papers.

    YORG

    YORG, developed within the AceMedia project helps organizing photo collections.

    Trecvid example generator

    This program generates example videos for the Trecvid copy detection task.

    Lear's GIST implementation

    This library is a C reimplementation of A. Torralba's GIST descriptor. It was used in our CIVR 2009 paper.


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