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Your search keyword '"GEORGE, Vadakekara Itty"' showing total 3 results
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2. Fuzzy logic-based disparity selection using multiple data costs for stereo correspondence

Author

SHETTY, Akhil Appu, GEORGE, Vadakekara İtty, NAYAK, C Gurudas, and SHETTY, Raviraj

Subjects
Fuzzy logic,stereo matching,mutual information,normalized cross-correlation,Middlebury stereo dataset,Kitti stereo dataset, Engineering, ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION, Mühendislik
Abstract

Stereo matching algorithms are capable of generating depth maps from two images of the same scene taken simultaneously from two different viewpoints. Traditionally, a single cost function is used to calculate the disparity between corresponding pixels in the left and right images. In the present research, we have considered a combination of simple data costs. A new method to combine multiple data costs is presented and a fuzzy-based disparity selection method is proposed. Experiments with different combinations of parameters are conducted and compared through the Middlebury and Kitti Stereo Vision Benchmark.

Published
2018

3. Fuzzy logic-based disparity selection using multiple data costs for stereo correspondence.

Author

SHETTY, Akhil Appu, GEORGE, Vadakekara Itty, NAYAK, C. Gurudas, and SHETTY, Raviraj

Subjects
*FUZZY logic, *STATISTICAL matching, *PARAMETERS (Statistics), *MANUFACTURING processes, *COST functions
Abstract

Stereo matching algorithms are capable of generating depth maps from two images of the same scene taken simultaneously from two different viewpoints. Traditionally, a single cost function is used to calculate the disparity between corresponding pixels in the left and right images. In the present research, we have considered a combination of simple data costs. A new method to combine multiple data costs is presented and a fuzzy-based disparity selection method is proposed. Experiments with different combinations of parameters are conducted and compared through the Middlebury and Kitti Stereo Vision Benchmark. [ABSTRACT FROM AUTHOR]

Published
2019
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