T
Takeo Kanade
Researcher at Carnegie Mellon University
Publications - 800
Citations - 107709
Takeo Kanade is an academic researcher from Carnegie Mellon University. The author has contributed to research in topics: Motion estimation & Image processing. The author has an hindex of 147, co-authored 799 publications receiving 103237 citations. Previous affiliations of Takeo Kanade include National Institute of Advanced Industrial Science and Technology & Hitachi.
Papers
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Proceedings ArticleDOI
Layered detection for multiple overlapping objects
Hironobu Fujiyoshi,Takeo Kanade +1 more
TL;DR: An important aspect of this work derives from the observation that legitimately moving objects in a scene tend to cause much faster intensity transitions than changes due to lighting, meteorological, and diurnal effects.
Proceedings ArticleDOI
Robust subspace clustering by combined use of kNND metric and SVD algorithm
Qifa Ke,Takeo Kanade +1 more
TL;DR: The k-th nearest neighbor distance (kNND) metric is presented, which, without actually clustering the data, can exploit the intrinsic data cluster structure to detect and remove influential outliers as well as small data clusters.
BookDOI
Modelling and Planning for Sensor Based Intelligent Robot Systems
TL;DR: This edited and reviewed volume consists of papers that were originally presented at a workshop in the Scientific Center at Schloss Dagstuhl, Germany and presents the latest developments in the areas of modelling and planning for sensor based robots.
Proceedings ArticleDOI
Physics-based models for early vision by machine
TL;DR: This work shows that the basic physical relationships give rise to very structured image properties, which can be a more valid basis for early vision than the traditional idealized image patterns.