小波域图像处理
小波域图像处理
开课单位 : 计算机与控制学院
学时学分 : 20/1.0
大纲 : 详细
本课程重点介绍小波域图像处理算法,涉及:小波域统计模型、小波域图像去噪、小波域图像复原、小波域图像压缩、几何小波简介等内容。适合有一定的小波知识并且对图像处理有较好基础的同学加强对小波域图像处理的理解和提高。
主讲教师
讲师 : 彭思龙
专业 : 控制科学与工程
所在单位 : 自动化研究所
教师简介 : 研究方向: 图像与视频处理 毕业院校: 1993-09-01—1998-07-01 中科院数学所 理学博士学位 获奖: 1. 军用数字信号处理器—32位浮点高性能数字信号处理器xxx 一等奖 部委 2005 1. 军用数字信号处理器—32位浮点高性能数字信号处理器xxx 二等奖 国家 2007 朱李月华优秀教师奖 院级 2011 光谱成像与检验关键技术研究 二等奖 部委 2012 论文: Null space pursuit: An operator-based approach to adaptive signal separation Asymmetric least squares for multiple spectra baseline correction Baseline correction combined partial least squares algorithm and its application in on-line Fourier transform infrared quantitative analysis Near-infrared calibration transfer based on spectral regression Manifold learning-based sample selection method for facial image super-resolution Multicomponent AM-FM signal separation and demodulation with null space pursuit1-10. Commutability of Blur and Affine Warping in Super-Resolution with Application to Joint Estimation of Triple-coupled Variables An improved ensemble partial least squares for analysis of near-infrared spectra Slice transform based weight updating strategy for PLS EMD Revisited: A New Understanding of the Envelope and Resolving the Mode-Mixing Problem in AM-FM Signals Dual stacked partial least squares for analysis of near-infrared spectra, , 792, pp 19-27 Lighting Estimation of a Convex Lambertian Object Using Redundant Spherical Harmonic Frames Lighting estimation of a convex Lambertian object using weighted spherical harmonic frames, An Anti-Ringing Image Deblurring Approach using Frequency Domain Relative Error 专著: 周期小波:理论及其应用