A Linear Programming Approach for Optimal Contrast-tone Mapping
讲座名称：
A Linear Programming Approach for Optimal Contrast-tone Mapping
讲座时间：
2010-11-29
讲座人：
武筱林
形式：
校区：
兴庆校区
实践学分：
讲座内容：
应西安交大人机所薛建儒教授邀请，加拿大麦克马斯特大学电子与计算机工程系教授, NSERC-DALSA数字影院首席科学家武筱林教授(IEEE fellow)将来访我校，并做学术报告。
报告题目：A Linear Programming Approach for Optimal Contrast-tone Mapping
报告人：Prof. Xiaolin Wu, Department of Electrical and Computer Engineering, McMaster University, Canada
时间：2010年11月29日 下午2:30
语言：中文
地点：西安交通大学科学馆3楼（人机所），349大会议室
报告摘要：
We propose a novel algorithmic approach of image enhancement via optimal contrast-tone mapping (OCTM). In a fundamental departure from the current practice of histogram equalization for contrast enhancement, the proposed approach maximizes expected contrast gain subject to an upper limit on tone distortion and possibly to other constraints that suppress artifacts. The underlying contrast-tone optimization problem can be solved efficiently by linear programming. This new constrained optimization approach for image enhancement is general, and the user can add and fine tune the constraints to achieve desired visual effects. Experimental results demonstrate clearly superior performance of the new approach over histogram equalization and its variants.
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