%Aigaion2 BibTeX export from Idiap Publications %Sunday 22 December 2024 04:29:03 AM @TECHREPORT{chen-rr0307, author = {Chen, Datong and Odobez, Jean-Marc}, projects = {Idiap}, month = {1}, title = {{M}onte {C}arlo {V}ideo {T}ext {S}egmentation}, type = {Idiap-RR}, number = {Idiap-RR-07-2003}, year = {2003}, institution = {IDIAP}, abstract = {This paper presents a probabilistic algorithm for segmenting text embedded in video based on Monte Carlo sampling. The algorithm approximates the posterior of segmentation thresholds of video text by a set of weighted samples, referred to as particles. The set of samples is initialized by applying a traditional segmentation algorithm on the first video frame and further refined by random sampling under a temporal Bayesian framework. Results on a database of 6944 images demonstrated the validity of the algorithm.}, pdf = {https://publications.idiap.ch/attachments/reports/2003/rr03-07.pdf}, postscript = {ftp://ftp.idiap.ch/pub/reports/2003/rr03-07.ps.gz}, ipdmembership={vision}, }