Image compressive sensing recovery based on weighted structure group sparse representation by Jia LI, Zhi-rong GAO, Cheng-yi XIONG, Cheng ZHOU

“…Non-local similarity prior has been widely paid attention to efficiently improve image recovery quality.To fur-ther improve the recovered image quality for compressive sensing (CS),an image compressive sensing recovery method based on reweighted structure group sparse representation (WSGSR) was proposed.…”
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Image Compressed Sensing Attention Neural Network Based on Residual Feature Aggregation by WANG Zhenbiao, QIN Yali, WANG Rongfang, ZHENG Huan

Subjects: “…image compressed sensing|convolution neural network|feature aggregation|attention…”
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Image compressive sensing recovery based on weighted structure group sparse representation by Jia LI, Zhi-rong GAO, Cheng-yi XIONG, Cheng ZHOU

“…Non-local similarity prior has been widely paid attention to efficiently improve image recovery quality.To fur-ther improve the recovered image quality for compressive sensing (CS),an image compressive sensing recovery method based on reweighted structure group sparse representation (WSGSR) was proposed.…”
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Probability Prediction Network With Checkerboard Prior for Lossless Remote Sensing Image Compression by Xuxiang Feng, Enjia Gu, Yongshan Zhang, An Li

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GPX-ADMM-Net: Interpretable Deep Neural Network for Image Compressive Sensing by Shih-Wei Hu, Gang-Xuan Lin, Chun-Shien Lu

“…The building of effective neural network architectures for solving image compressive sensing (CS) problems is a challenge. …”
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Impact of Image Compression on the Performance of Steel Surface Defect Classification with a CNN by Tajeddine Benbarrad, Lamiae Eloutouate, Mounir Arioua, Fatiha Elouaai, My Driss Laanaoui

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Fast Full-Search Algorithm of Fractal Image Compression for Acceleration Image Processing by Baydaa Sh. Z. Abood, Hanan A. R. Akkar, Amean Sh. Al-Safi

“…A new processing algorithm based on fractal image compression is proposed for image processing efficiency. …”
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Learned Lossless Image Compression With Combined Channel-Conditioning Models and Autoregressive Modules by Ran Wang, Jinming Liu, Heming Sun, Jiro Katto

Subjects: “…Lossless image compression…”
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ESTIMATE OF DTM DEGRADATION DUE TO IMAGE COMPRESSION FOR THE STEREO CAMERA OF THE BEPICOLOMBO MISSION by C. Re, E. Simioni, G. Cremonese, R. Roncella, G. Forlani, Y. Langevin, V. Da Deppo, G. Naletto, G. Salemi

“…The degradation that image compression might cause to the DTM accuracy is worth to be investigated. …”
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High-quality color image compression-encryption using chaos and block permutation by Heping Wen, Yiming Huang, Yiting Lin

“…This paper proposes a high-quality color image compression-encryption scheme based on chaos and block permutation. …”
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Backdoor Attack Based on Lossy Image Compression Using Discrete Cosine Transform by Yuting Liu, Hong Gu, Annan Zhang, Pan Qin

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A MODIFIED EMBEDDED ZERO-TREE WAVELET METHOD FOR MEDICAL IMAGE COMPRESSION by T. Celine Therese Jenny, G. MuthuLakshmi

Subjects: “…Image Compression…”
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A Performance Review for Hybrid Region of Interest-Based Medical Image Compression by Suhaila Ab Aziz, Suriani Mohd Sam, Noor Hafizah Hassan, Hafiza Abas, Siti Zaleha Abdul Rasid, Muhammad Fathi Yusof, Norliza Mohamed

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Lightweight Bit-Depth Recovery Network for Gaofen Satellite Multispectral Image Compression by Wei Zhang, Dingquan Li, Haihua Zhang, Pengpeng Yu, Wen Gao

Subjects: “…Gaofen satellite multispectral image compression…”
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FitDepth: fast and lite 16-bit depth image compression algorithm by Juan P. D’Amato

“…Abstract This article presents a fast parallel lossless technique and a lossy image compression technique for 16-bit single-channel images. …”
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Study the Performance of Fractal Gray Image Compression Using Different Images Size by Eman A. Al-Hilo, Kawther H. Al-khafaji

“… In this paper we investigate the effect of image size on the compression parameters of the fractal image compression technique(FIC)  proposed by Jacquin This research is tested on 8 bits/pixel gray images, three different size of gray image have been used (100 x 100, 150 x 150 ,256 x256). …”
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Two Pass Improved Encoding and its Parallel Processing for Fractal Image Compression by Ghim-Hwee Ong, Kin-Wah Eugene Ching

“…An improvement scheme, so named the Two-Pass Improved Encoding Scheme (TIES), for the application to image compression through the extension of the existing concept of fractal image compression (FIC), which capitalizes on the self-similarity within a given image which is to be compressed, is proposed in this paper. …”
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Halftone images compression of bitplane using run length encoding with confirmation of repeateation by H. K. Al-Bahadily, V. Yu. Tsviatkou, V. K. Kanapelka

Subjects: “…image compression…”
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Extra Proximal-Gradient Network with Learned Regularization for Image Compressive Sensing Reconstruction by Qingchao Zhang, Xiaojing Ye, Yunmei Chen

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Design and implementation of multi-interface high frame-rate image compression device by Lian Jiajia, Wang Zhiyou, Wang Libin, Liu Wenyi, Zhang Huixin

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