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Super-resolution for flash ladar imagery

Shuowen Hu, S. Susan Young, Tsai Hong Hong, Joseph P. Reynolds, Keith Krapels, Brian Miller, Jim Thomas, Oanh Nguyen

发表年份
2010
引用次数
13

摘要

Flash ladar systems are compact devices with high frame rates that hold promise for robotics applications, but these devices suffer from poor spatial resolution. This work develops a wavelet preprocessing stage to enhance registration of multiple frames and applies super-resolution to improve the resolution of flash ladar range imagery. The triangle orientation discrimination methodology was used for a subjective evaluation of the effectiveness of super-resolution for flash ladar. Results show statistically significant increases in the probability of target discrimination at all target ranges, as well as a reduction in subject response times for super-resolved imagery.

关键词

Artificial intelligenceComputer scienceComputer visionFlash (photography)LidarPreprocessorImage resolutionWaveletFrame (networking)Orientation (vector space)

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