Wavelet based detection of moving tree branches and leaves in video

Simple item page
buir.contributor.authorÇetin, A. Enis
buir.contributor.orcidÇetin, A. Enis|0000-0002-3449-1958
dc.citation.epage934en_US
dc.citation.spage931en_US
dc.contributor.authorTöreyin, B. Uğuren_US
dc.contributor.authorÇetin, A. Enisen_US
dc.coverage.spatialIsland of Kos, Greece
dc.date.accessioned2016-02-08T11:45:47Z
dc.date.available2016-02-08T11:45:47Z
dc.date.issued2006-05en_US
dc.departmentDepartment of Electrical and Electronics Engineeringen_US
dc.descriptionConference name: 2006 IEEE International Symposium on Circuits and Systems
dc.descriptionDate of Conference: 21-24 May 2006
dc.description.abstractA method for detection of tree branches and leaves in video is proposed. It is observed that the motion vectors of tree branches and leaves exhibit random motion. On the other hand regular motion of green colored objects has well-defined directions. In this paper, the wavelet transform of motion vectors are computed and objects are classified according to the wavelet coefficients of motion vectors. Color information is also used to reduce the search space in a given image frame of the video. Motion trajectories of moving objects are modeled as Markovian processes and Hidden Markov Models (HMMs) are used to classify the green colored objects in the final step of the algorithm. © 2006 IEEE.en_US
dc.description.provenanceMade available in DSpace on 2016-02-08T11:45:47Z (GMT). No. of bitstreams: 1 bilkent-research-paper.pdf: 70227 bytes, checksum: 26e812c6f5156f83f0e77b261a471b5a (MD5) Previous issue date: 2006en
dc.identifier.doi10.1109/ISCAS.2006.1692739
dc.identifier.issn0271-4310
dc.identifier.urihttp://hdl.handle.net/11693/27144
dc.language.isoEnglishen_US
dc.publisherIEEE
dc.relation.isversionofhttps://doi.org/10.1109/ISCAS.2006.1692739
dc.source.titleProceedings - IEEE International Symposium on Circuits and Systemsen_US
dc.subjectColor image processingen_US
dc.subjectFeature extractionen_US
dc.subjectHidden Markov modelsen_US
dc.subjectMotion estimationen_US
dc.subjectVector quantizationen_US
dc.subjectWavelet transformsen_US
dc.subjectColor informationen_US
dc.subjectMotion trajectoriesen_US
dc.subjectMotion vectorsen_US
dc.subjectWavelet based detectionen_US
dc.subjectImage analysisen_US
dc.titleWavelet based detection of moving tree branches and leaves in videoen_US
dc.typeConference Paperen_US

Files

Original bundle

Now showing 1 - 1 of 1
Thumbnail Image
Name:
Wavelet based detection of moving tree branches and leaves in video.pdf
Size:
4.5 MB
Format:
Adobe Portable Document Format
Description:
Full printable version
Download

Collections

Scholarly Publications - Electrical and Electronics Engineering