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Video Object Segmentation
and Tracking Based on Feature Localization
Presented by: Xaotao Zou
ABSTRACT: The essential part is the introduction of a new
concept "Locales" in segmenting and tracking objects
in videos. A Video Locale is a sequence of image(frame) feature
locales that share similar features (e.g. Color, Texture,
shape and motion etc) in the spatio-temporal domain. Image
feature locales are grown from tiles (blocks of pixels) which
can be non-disjoint and non-conected, and is followed by unforced
probabilitic pyramid-linking methods for locale-growing. After
intra-frame locales generation, the similar but simplified
inter-frame locales generation and motion estimation would
be executed for following frames. Instead of the regions and
tracked regions in classical object segmentation, the frame(image)
locales and video locales are detected for object tracking
in videos.
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