ONR0121_Review

ONR0121_Review - Extensive Theoretical Analysis...

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Monday, June 05, Progress Report ONR #00014-04-1-0121 B.S. Manjunath Department of Electrical and Computer Engineering University of California, Santa Barbara, CA
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Monday, June 05, Overview Generalized Corner Detectors [CVPR2005] Theory Intrinsic Scale Detection [ PAMI Submission 2006 ] Identification of the characteristic neighborhood of a point and associated scale Robust implementation for registration Curve/Region Descriptors [ IVC Submission 2006 ] Compact representation Invariance to affine transformations Robust implementation
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Monday, June 05, 1. Generalized Corner Detectors General Framework based on Condition Theory Optical Flow Region Self Similarity Theoretical Analysis Arbitrary Pixel/Intensity Dimensions Equivalence Relations Axiomatic Approach Experimental Assessment Repeatability
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Monday, June 05, Intrinsic Scale Detection Condition theory framework Connection with Scale Space Theory
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Unformatted text preview: Extensive Theoretical Analysis Experimental Assessment 50% Scaling Monday, June 05, 2. Intrinsic Scale Detection Condition theory framework Connection with Scale Space Theory Extensive Theoretical Analysis Experimental Assessment Condition Signature Monday, June 05, Scaling about 40% Grand Canyon View Intrinsic Scale Selection - Example Monday, June 05, Scaling about 40% Grand Canyon View Intrinsic Scale Selection - Example Monday, June 05, 3. Curve/ Region Description Compact Scale & Rotation (Affine) Curve/Region Description Modes of Vibration Based Descriptor Intensity+Geometry condensed in one descriptor Affine Related Regions Normalization Descriptor Monday, June 05, Region Matching - Example The Helmholtz Descriptor is composed by 32 components quantized using 8 bits. The green contours identify curve/regions correctly matched....
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This note was uploaded on 12/28/2011 for the course BIO 100 taught by Professor Gomez during the Fall '11 term at UCSB.

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ONR0121_Review - Extensive Theoretical Analysis...

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