Simultaneous Segmentation and Pose Estimation of Humans Using Dynamic Graph Cuts
نویسندگان
چکیده
منابع مشابه
PoseCut: Simultaneous Segmentation and 3D Pose Estimation of Humans Using Dynamic Graph-Cuts
We present a novel algorithm for performing integrated segmentation and 3D pose estimation of a human body from multiple views. Unlike other related state of the art techniques which focus on either segmentation or pose estimation individually, our approach tackles these two tasks together. Normally, when optimizing for pose, it is traditional to use some fixed set of features, e.g. edges or ch...
متن کاملdynamic coloring of graph
در این پایان نامه رنگ آمیزی دینامیکی یک گراف را بیان و مطالعه می کنیم. یک –kرنگ آمیزی سره ی رأسی گراف g را رنگ آمیزی دینامیکی می نامند اگر در همسایه های هر رأس v?v(g) با درجه ی حداقل 2، حداقل 2 رنگ متفاوت ظاهر شوند. کوچکترین عدد صحیح k، به طوری که g دارای –kرنگ آمیزی دینامیکی باشد را عدد رنگی دینامیکی g می نامند و آنرا با نماد ?_2 (g) نمایش می دهند. مونت گمری حدس زده است که تمام گراف های منتظم ...
15 صفحه اولSimultaneous Segmentation and Filtering via Reduced Graph Cuts
Recently, optimization with graph cuts became very attractive but generally remains limited to small-scale problems due to the large memory requirement of graphs, even when restricted to binary variables. Unlike previous heuristics which generally fail to fully capture details, [8] proposes another band-based method for reducing these graphs in image segmentation. This method provides small gra...
متن کاملInteractive Image Segmentation using Graph Cuts
This paper presents an accurate interactive image segmentation tool using graph cuts and image properties. Graph cuts is a fast algorithm for performing binary segmentation, used to find the global optimum of a cost function based on the region and boundary properties of the image. The user marks certain pixels as background and foreground, and Gaussian mixture models (GMMs) for these classes a...
متن کاملAutomated Cerebellar Lobule Segmentation using Graph Cuts
The cerebellum is important in coordinating many vital functions including speech, motion, and eye movement. Accurate delineation of sub-regions of the cerebellum, into cerebellar lobules, is needed for studying the region specific decline in function from cerebellar pathology. In this work, we present an automated cerebellar lobule segmentation method using graph cuts, with a region-based term...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Computer Vision
سال: 2008
ISSN: 0920-5691,1573-1405
DOI: 10.1007/s11263-007-0120-6