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Multiple temporal texture detection using feature space mapping

หน่วยงาน Central Queensland University, Australia

รายละเอียด

ชื่อเรื่อง : Multiple temporal texture detection using feature space mapping
นักวิจัย : Rahman, Ashfaqur. , Murshed, Manzur.
คำค้น : Image processing , Applied research. , 899999 Information and Communication Services not elsewhere classified. , 080199 Artificial Intelligence and Image Processing not elsewhere classified. , Image analysis. , Computer vision. , Wildfires , Temporal texture -- Dynamic texture -- Multiple textures
หน่วยงาน : Central Queensland University, Australia
ผู้ร่วมงาน : -
ปีพิมพ์ : 2550
อ้างอิง : http://hdl.cqu.edu.au/10018/61777
ที่มา : Rahman, A & Murshed, M 2007, 'Multiple temporal texture detection using feature space mapping' in Sebe, N. & Worring, M. (eds.) Proceedings of the 6th ACM international conference on Image and Video Retrieval, July 09 - 11, 2007, Association for Computing Machinery, Amsterdam. http://dx.doi.org/10.1145/1282280.1282342
ความเชี่ยวชาญ : -
ความสัมพันธ์ : Proceedings of the 6th ACM international conference on Image and Video Retrieval (CIVR 2007), July 9-11 2007 / N. Seve & M. Worring (eds.). New York, USA : Association for Computing Machinery, 2007. p. 417-424 8 pages Refereed 9781595937339 , ACQUIRE [electronic resource] : Central Queensland University Institutional Repository.
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

Characterization of visual processes consisting of multiple temporal textures is of vital importance to computer vision research, with a diverse set of applications in the field of robot navigation, remote monitoring (for the prevention of natural disasters), traffic monitoring, and homeland security applications etc. In the current literature of temporal textures, however studies are mostly limited to characterization of single temporal textures. In this paper we aim to address the problem of detecting the presence of multiple temporal textures in an image sequence for real time situations like bushfire monitoring by establishing a correspondence between feature space of temporal textures and that of their mixture in an image sequence. Accuracy of our proposed technique is both analytically and empirically established with detection experiments yielding 92.5% average accurate detection rate on a diverse set of temporal texturemixtures.

บรรณานุกรม :
Rahman, Ashfaqur. , Murshed, Manzur. . (2550). Multiple temporal texture detection using feature space mapping.
    กรุงเทพมหานคร : Central Queensland University, Australia.
Rahman, Ashfaqur. , Murshed, Manzur. . 2550. "Multiple temporal texture detection using feature space mapping".
    กรุงเทพมหานคร : Central Queensland University, Australia.
Rahman, Ashfaqur. , Murshed, Manzur. . "Multiple temporal texture detection using feature space mapping."
    กรุงเทพมหานคร : Central Queensland University, Australia, 2550. Print.
Rahman, Ashfaqur. , Murshed, Manzur. . Multiple temporal texture detection using feature space mapping. กรุงเทพมหานคร : Central Queensland University, Australia; 2550.