Introduction.- Overview and classification of interactive segmentation methods.- Interactive segmentation algorithms.- Performance evaluation.- Conclusion and future work.
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
Jia He received her B.S. and M.S. degree in Information and Communication Engineering from Xi'an Jiaotong University (XJTU), China, in 2007 and 2010 respectively. She worked in Realsil Microelectronics (Suzhou) Co. LTD. as system engineer in 2010. In 2011 she joined the Media Communication Lab lead by Professor Kuo in University of Southern California (USC), where she is pursuing her Ph.D degree in Electrical Engineering and serving as research assistant. Her research interests include image/video processing and computer vision.
Chang-Su Kim received the Ph.D degree in electrical engineering from Seoul National University (SNU) with a Distinguished Dissertation Award in 2000. From 2003 and 2005, he was an Assistant Professor in the Department of Information Engineering, Chinese University of Hong Kong. In Sept. 2005, he joined the School of Electrical Engineering, Korea University, where he is now a Professor. His research topics include image processing and multimedia communications. In 2009, he received the IEEK/IEEE Joint Award for Young IT Engineer of the Year. He has published more than 170 technical papers in international journals and conferences. He is a Senior Member of IEEE. He is an Editorial Board Member of Journal of Visual Communication and Image Representation and an Associate Editor of IEEE Transactions on Image Processing.Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book focuses on interactive segmentation techniques, which have been extensively studied in recent decades. Interactive segmentation emphasizes clear extraction of objects of interest, whose locations are roughly indicated by human interactions based on high level perception. This book will first introduce classic graph-cut segmentation algorithms and then discuss state-of-the-art techniques, including graph matching methods, region merging and label propagation, clustering methods, and segmentation methods based on edge detection. A comparative analysis of these methods will be provided with quantitative and qualitative performance evaluation, which will be illustrated using natural and synthetic images. Also, extensive statistical performance comparisons will be made. Pros and cons of these interactive segmentation methods will be pointed out, and their applications will be discussed. There have been only a few surveys on interactive segmentation techniques, and those surveys do not cover recent state-of-the art techniques. By providing comprehensive up-to-date survey on the fast developing topic and the performance evaluation, this book can help readers learn interactive segmentation techniques quickly and thoroughly. 88 pp. Englisch. N° de réf. du vendeur 9789814451598
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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. A comprehensive, up-to-date survey helps readers to learn interactive segmentation techniques quickly and thoroughly Numerous segmentation results and comparisons guide readers to choose appropriate techniques for their applications Provides. N° de réf. du vendeur 5843207
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Taschenbuch. Etat : Neu. This item is printed on demand - Print on Demand Titel. Neuware -This book focuses on interactive segmentation techniques, which have been extensively studied in recent decades. Interactive segmentation emphasizes clear extraction of objects of interest, whose locations are roughly indicated by human interactions based on high level perception. This book will first introduce classic graph-cut segmentation algorithms and then discuss state-of-the-art techniques, including graph matching methods, region merging and label propagation, clustering methods, and segmentation methods based on edge detection. A comparative analysis of these methods will be provided with quantitative and qualitative performance evaluation, which will be illustrated using natural and synthetic images. Also, extensive statistical performance comparisons will be made. Pros and cons of these interactive segmentation methods will be pointed out, and their applications will be discussed.There have been only a few surveys on interactive segmentation techniques, and those surveys do not cover recent state-of-the art techniques. By providing comprehensive up-to-date survey on the fast developing topic and the performance evaluation, this book can help readers learn interactive segmentation techniques quickly and thoroughly.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 88 pp. Englisch. N° de réf. du vendeur 9789814451598
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