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讲座预告 ACADEMIC REPORT

西安电子科技大学董伟生教授来我校作报告

 时间 :2017年11月24日    浏览:次   来源于:

报告题目:Image Restoration: Challenges and New Opportunities报告摘要: Image restoration aiming to increase the quality of the observed images has important applications in image processing and computer vision. This talks will first briefly introduce the challenges of this problem, and then move to the recent advances brought by the sparsity prior learning and the deep learning techniques. We ...



报告题目:Image Restoration: Challenges and New Opportunities

报告摘要:
Image restoration aiming to increase the quality of the observed images has important applications in image processing and computer vision. This talks will first briefly introduce the challenges of this problem, and then move to the recent advances brought by the sparsity prior learning and the deep learning techniques. We show that the sparsity prior, learned from either the relevant images or the observed image can significantly improve the performances, and the breakthrough of deep learning techniques offers new opportunities in developing non-iterative image restoration algorithms, which can be motivated from the iterative sparsity-based algorithms.


报告人简介:


董伟生,男,西安电子科技大学电子工程学院教授、博士生导师,获国家优秀青年科学基金资助,教育部长江学者青年学者。曾在香港理工大学、微软亚洲研究院进行访问研究,主要从事图像处理、模式识别等研究。主持国家自然科学基金优秀青年科学基金、面上项目等多项科研课题,作为核心骨干参加包括国家自然科学基金重点项目、军863”项目在内的多项科研课题,在一流国际期刊和顶级国际会议发表论文30余篇,被引用3100余次,单篇最高700余次。现任中国计算机学会推荐A类期刊IEEE Transactions on Image Processing的编委、中科院2区期刊美国应用数学学会权威期刊SIAM Journal on Imaging Sciences的编委。获陕西省科学技术一等奖(排名第二),IEEE VCIP 2010最佳论文奖,曾获陕西省青年科技新星称号。

编辑:张国华

 
 
 

 

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