Linear algebra for vision-based surveillance in heavy industry - convergence behavior case study

Pavel Praks, Vojtech Svatek, Jindrich Cernohorsky
2008 2008 International Workshop on Content-Based Multimedia Indexing  
The surveillance application aims at improving the quality of technology via modelling human expert behaviour in the coking plant ArcelorMittal Ostrava, the Czech Republic. Video data on several industrial processes are captured by means of a CCD camera and classified by using Latent Semantic Indexing (LSI) with the respect to etalons classified by an expert. We also study the convergence behavior of proposed partial eigenproblem-based dimension reduction technique and its ability for knowledge
more » ... acquisition. Having increased the computational effort of the dimension reduction technique did not imply the increasing quality of retrieved results in our cases.
doi:10.1109/cbmi.2008.4564967 dblp:conf/cbmi/PraksSC08 fatcat:kf5qvpsrlbh4nefbtai2tl7qde