Resources about motion segmentation
Code Robust Motion Segmentation via Lossy Compression by Shankar Rao. [Link] Matlab code. Motion segmentation algorithms by Visionlab. [Link] GPCA with spectral clustering. RANSAC (RANdom SAmple Consensus). Local Subspace Affinity (LSA). Matlab code. Motion Segmentation algorithms by Luca Zappella [Link] Joint Estimation of Segmentation and Structure from Motion (JESS). Adaptive Subspace Affinity (ASA, aka PAC […]
Metrics for multiple object tracking
Publications Evaluating Multiple Object Tracking Performance: The CLEAR MOT Metrics, 2008. [Link] Multiple Object Tracking Performance Metrics and Evaluation in a Smart Room Environment Performance Metrics for Multiple Object Tracking, 2006. [Link] The CLEAR 2007 Evaluation, 2007. [Link] Code CLEAR-MOT Matlab script. [Link] Implementation of the CLEAR MOT metrics by Iacopo Masi.
RANSAC resources
From Wikipedia: References Martin A. Fischler and Robert C. Bolles (June 1981). “Random Sample Consensus: A Paradigm for Model Fitting with Applications to Image Analysis and Automated Cartography”. Comm. of the ACM 24 (6): 381–395. doi:10.1145/358669.358692. David A. Forsyth and Jean Ponce (2003). Computer Vision, a modern approach. Prentice Hall. ISBN 0-13-085198-1. Richard Hartley and Andrew […]
Automatic documentation of Matlab files
M2HTML: Documentation System for Matlab in HTML [Link] M2HTML is a powerful tool to automatically generate HTML documentation of your Matlab M-files. Its aim is to be a successor of the Perl script MAT2HTML from J.C. Kantor, including new features. This toolbox includes the Template toolbox, thus allowing for a full customization of the output […]
XML interfaces for Matlab
XML Toolbox for Matlab [Link] The XML Toolbox for Matlab allows engineering users of Matlab to convert and store variables and structures from the internal Matlab format into human-readable XML format and vice versa. This format is required to be able to store parameter structures, variables and results from engineering applications in XML-capable databases and […]
Some useful research resources
Social bookmarking for publications CiteULike [Link]. Allows personal profiles and groups. Shows people and institutions interesting in a specific topic or search. Search engines for publications ISI Web of Knowledge [Link]. Provides the impact factor of JCR. It is a meta search engine. Export bibliography to the main reference managers (Endnote, RefWorks). List of cited […]
Multivariate Gaussian distributions and ellipses
Short tutorial about eigenvectors and eigenvalues [Link]. It is needed to understand the relationship between multivariate Gaussians and ellipses. Multivariate Gaussian distributions [Link]. The relationship between multivariate Gaussian distributions and ellipses is derived. For this purpose, the concept of isocontour is introduced. The expression to represent multivariate Gaussians by means of the eigenvectors and eigenvalues […]