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dc.contributor.authorLin, Chun-Fuen_US
dc.contributor.authorLin, Sheng-Fuuen_US
dc.contributor.authorHwang, Chi-Hungen_US
dc.contributor.authorChen, Yu-Chiehen_US
dc.date.accessioned2015-07-21T08:31:30Z-
dc.date.available2015-07-21T08:31:30Z-
dc.date.issued2014-01-01en_US
dc.identifier.isbn978-1-4673-6386-0en_US
dc.identifier.issnen_US
dc.identifier.urihttp://hdl.handle.net/11536/124891-
dc.description.abstractSince the need of pedestrian detection at night has gained more and more interest, real-time pedestrian detection system at night has begun to attract significant attention. However, the detection performance of traditional pedestrian detection system at night is still insufficient since region of interests(ROI) generation and feature extraction are designed separately and less relative. This study presents a novel pedestrian detection algorithm and the corresponding system architecture for the real-time pedestrian detection system at night. The presented pedestrian detection algorithm uses novel outline features which have strong representative for the forward direction of pedestrian. A ROI generation method which is closely related to the outline features is presented to improve the detection accuracy. A three-layer back-propagation feed-forward neural network is applied as the classifier. Since the system architecture is efficiently and the calculation of the outline feature values is simple, the presented pedestrian detection system can operate in real-time. Experimental results show that the presented outline features are significantly effective and the detection performance of pedestrian detection system at night is improved.en_US
dc.language.isoen_USen_US
dc.subjectreal-timeen_US
dc.subjectpedestrian detection at nighten_US
dc.subjectalgorithmen_US
dc.subjectsystem architectureen_US
dc.titleReal-time pedestrian detection system with novel thermal features at nighten_US
dc.typeProceedings Paperen_US
dc.identifier.journal2014 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE (I2MTC) PROCEEDINGSen_US
dc.citation.spage1329en_US
dc.citation.epage1333en_US
dc.contributor.department電控工程研究所zh_TW
dc.contributor.departmentInstitute of Electrical and Control Engineeringen_US
dc.identifier.wosnumberWOS:000346477200263en_US
dc.citation.woscount0en_US
Appears in Collections:Conferences Paper