报告题目:Shock-diffusionmodel with numerical algorithm involving exponential smoothing for image restoration
报告人:何传江
时间:2019年5月23日上午9点
地点:汇贤楼122教室
主办单位:best365体育官网登录入口
报告摘要:
In this talk, we introduce an adaptive enhancement model with selective smoothing for restoration of degraded document images with
blur, noise and bleed-through, which involves an adaptive shock filter and a selective diffusion process. A novel numerical scheme is
developed for solving this model by combining explicit finite difference and exponential smoothing. Numerical experiments show that
the model is very effective for restoration of degraded document images with blur, noise and bleed-through, and has averagely the
best performance on the DIBCO (Document Image Binarization Competition) series datasets, compared to five PDE (partial differential
equation)-based models for restoration of degraded document images. Besides, the proposed model can also be applied to restoration
of other real-world images.
个人简介:
何传江,博士,教授,博士生导师,重庆大学数学与统计学院副院长,重庆大学学术委员会委员,中国计算数学学会第八届理
事会常务理事,重庆市学科学术技术带头人,重庆市“322重点人才工程”人才,重庆市第五批高校优秀中青年骨干教师,“中国
科协高层次人才库”入库人选。目前主要从事偏微分方程图像处理研究。在SIAM期刊、IEEE期刊、Elsevier期刊以及计算机学
报、软件学报等国内外学术期刊上发表论文100余篇。已培养学历硕士近70名,博士10余名,留学生博士1名。