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这是一篇SCI文章《改善字典学习:多字典更新和系数重用》里的Matlab代码,包含了OMP、Batch-OMP、CoROMP等匹配跟踪算法代码以及改进的K-SVD字典学习算法代码,是图像稀疏表示研究方向重要的源代码,有助于大家学习和改进。-This file folder reproduces the Figures for paper:"Improving Dictionary Learning: Multiple Dictionary Updates and Coefficient Reus
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一种用于稀疏表示求解L1范数的算法,用L1范数近似L0范数获得了更好的效果。-A method for sparse representation algorithm for solving the L1-norm
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DCT在图像重构,压缩感知以及稀疏表示中的应用-DCT in image reconstruction, compressed sensing and sparse representation of the application
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运用harr特征+SRC(稀疏表示)分类实现的一种车辆检测方法,文件中提供了训练和测试车辆图片。由于时间原因,所用haar特征没有优化,维度过高,导致滑窗框图过慢,本代码只输出效果统计数据,以供大家参考学习稀疏表示在车辆检测中的应用。-Using harr feature+SRC (sparse representation) classification to achieve a vehicle detection method, the paper provides a training a
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这是SPAMS的原始代码,是稀疏表示的重要工具箱~-This is SPAMS original code, is an important toolbox sparse representation
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信号稀疏表示的小程序,适合初学者入门。采用匹配追踪算法-Signal sparse representation of small procedures, suitable for beginners.
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本程序适用于论文metasample-based sparse representation for tumor classification-this code suite for paper metasample-based sparse representation for tumor classification
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此程序为袁晓彤CVPR论文“基于多任务联合稀疏表示的的视觉分类”的主代码部分-The program for Yuan Xiaotong CVPR paper " visual classification with Muti-task joint sparse representation" main code of the parts
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用稀疏表示人脸识别,其中在求解l1范数的部分的matlab源码。-Sparse representation for face recognition, solving l1 norm matlab source.
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Face recognition using L1 norm minimization 1.0 :Read the following paper for details of the algorithm - Robust Face Recognition via Sparse Representation by John Wright, Arvind Ganesh, and Yi Ma , Coordinated Science Laboratory, University of Illino
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正交匹配追踪是压缩感知中重建算法的一种,能够以高概率重建原始信号-Image Denoising Via Learned Dictionaries and Sparse representation
Image Denoising Via Learned Dictionaries and Sparse representation
Image Denoising Via Learned Dictionaries and Sparse representation
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基于小波变换和OMP算法的稀疏表示,不仅包括适用于黑白图片的程序,也包括适用于彩色图片的程序。-the sparse representation basing on wavelet and omp,not only for the gray image,but also color image
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曲波变换是图像处理领域中稀疏表示最常用的一种字典,其中MCA分解模型中经常用到。-Bo transform the field of image processing is the most common kind of sparse representation dictionary MCA decomposition model which is often used.
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LARS-lasso 稀疏矩阵 Lassplore for solving Large-scale sparse logistic regression-LARS-lasso sparse representation
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压缩感知,稀疏表示采用小波基表示,压缩测量采用随机高斯矩阵,重构算法是omp重构-Compressed sensing, sparse representation using wavelet representation, compression measurements using random Gaussian matrix remodeling reconstruction algorithm is omp
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通过稀疏表示图像超分辨率(TIP2010)-Image Super-Resolution via Sparse Representation(TIP2010)
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稀疏表示的matlab小程序,欢迎来联合开发网下载!-Sparse representation matlab small procedures, welcome to the Joint Development Network download!
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此程序,是应用在压缩感知方面的稀疏表示,图像重构。程序中利用现在流行的CS理论,在采样率为0.9时,成功的实现了图像重构-This procedure is used in the compressed sensing aspects of sparse representation, image reconstruction. Program using the now popular CS theory, the sampling rate is 0.9, the successful re
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SRC。基于稀疏表示的人脸识别。其中有我自己改动的部分。-SRC. Face recognition based on sparse representation. Changes which have my own part.
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清华大学2013年针对稀疏表示的一个讲座,请的是稀疏表示的创始人。其中为讲座的讲义。-Tsinghua University in 2013 for the sparse representation of a lecture, please sparse representation is the founder. Where is the lecture handouts.
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