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Dive into the research topics where Sundeep Vaddadi is active.

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Featured researches published by Sundeep Vaddadi.


Proceedings of SPIE | 2010

Keypoint clustering for robust image matching

Sundeep Vaddadi; Onur C. Hamsici; Yuriy Reznik; John Hyunchul Hong; Chong Lee

A number of popular image matching algorithms such as Scale Invariant Feature Transform (SIFT)1 are based on local image features. They first detect interest points (or keypoints) across an image and then compute descriptors based on patches around them. In this paper, we observe that in textured or feature-rich images, keypoints typically appear in clusters following patterns in the underlying structure. We show that such clustering phenomenon can be used to: 1) enhance recall and precision performance of the descriptor matching process, and 2) improve convergence rate of the RANSAC algorithm used in the geometric verification stage.


Archive | 2012

Multispectral imaging system

Xiaopeng Zhang; Gang Qiu; Jilai Wang; Xiaoming Zhou; Liang Shen; Milivoje Aleksic; Sundeep Vaddadi; Shaojie Zhou


Archive | 2010

Improving performance of image recognition algorithms by pruning features, image scaling, and spatially constrained feature matching

Sundeep Vaddadi; John Hyunchul Hong; Onur C. Hamsici; Yuriy Reznik; Chong U. Lee


Archive | 2011

Object recognition using incremental feature extraction

Pawan Kumar Baheti; Sundeep Vaddadi; Ashwin Swaminathan; Yuriy Reznik; Onur C. Hamsici; Murali Ramaswamy Chari; John Hyunchul Hong; Chong Uk Lee


Archive | 2010

FAST SUBSPACE PROJECTION OF DESCRIPTOR PATCHES FOR IMAGE RECOGNITION

Onur C. Hamsici; Yuriy Reznik; John Hyunchul Hong; Sundeep Vaddadi; Chong U. Lee


Archive | 2011

Robust feature matching for visual search

Sundeep Vaddadi; Onur C. Hamsici; Yuriy Reznik; John Hyunchul Hong; Chong U. Lee


Archive | 2011

EFFICIENT DESCRIPTOR EXTRACTION OVER MULTIPLE LEVELS OF AN IMAGE SCALE SPACE

Onur C. Hamsici; John Hyunchul Hong; Yuriy Reznik; Sundeep Vaddadi; Chong Uk Lee


Archive | 2012

METHODS AND SYSTEMS FOR CAPTURING AND MOVING 3D MODELS AND TRUE-SCALE METADATA OF REAL WORLD OBJECTS

Sundeep Vaddadi; Krishnakanth S. Chimalamarri; Ketal V. Gandhi; Anubha Jayaswal; Prince Gupta; Jose Ricardo Dos Santos; Chelsea M. Dereck


Archive | 2012

Coding of feature location information

Yuriy Reznick; Onur C. Hamsici; Sundeep Vaddadi; John Hyunchul Hong; Chong U. Lee


Archive | 2013

Fast 3-D point cloud generation on mobile devices

Andrew Moore Ziegler; Sundeep Vaddadi; John Hyunchul Hong; Chong U. Lee

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