Terahertz Meta-Holograms Reconstruction Based on Compressed Sensing by Mengyuan Hu, Zhen Tian, Xieyu Chen, Xingye Yang, Zhihao Yi, Qiu Wang, Chunmei Ouyang, Jianqiang Gu, Jiaguang Han, Weili Zhang

“…Besides, the reconstruction effects are also analyzed by reducing measurement number, it can maintain more than 95% of the image information under 20% compression. The demonstrated combination of terahertz holography and single-pixel compressed sensing imaging provides new possibilities for metasurface imaging, verifies the stability of terahertz single-pixel imaging, and the scheme may lead to advances in fast terahertz imaging.…”
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Sampling Time Adaptive Single-Photon Compressive Imaging by Hui Wang, Qiurong Yan, Bing Li, Chenglong Yuan, Yuhao Wang

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Iterative Forward-Backward Pursuit Algorithm for Compressed Sensing by Feng Wang, Jianping Zhang, Guiling Sun, Tianyu Geng

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Masked Feature Residual Coding for Neural Video Compression by Chajin Shin, Yonghwan Kim, KwangPyo Choi, Sangyoun Lee

“…Second, reconstructed features with abundant temporal context information cannot be used as references for compressing the next frame. …”
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Compressive Sensing Network Deeply Induced by Visual Mechanism by Mingkun Feng, Xiaole Han, Kai Zheng

“…In recent years, deep learning methods have attracted widespread attention in the field of image compressive sensing. However, these methods still face challenges such as high computational complexity and severe loss of reconstruction details. …”
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Adaptive Image Compressive Sensing Using Texture Contrast by Fang Sun, Dongyue Xiao, Wei He, Ran Li

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Research on image compression encoding based on fixed dictionary by Lifeng Li, Yanli Du, Yan-Hong Liu, Hua Yang

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Complementary Normalized Compressive Ghost Imaging With Entangled Photons by Dawei Liu, Lifei Li, Hui Chen, Yan Kang, Tongyi Zhang, Wei Zhao, Weibin Dong, Kunlin Shi

“…We demonstrate a compressive normalized ghost imaging system with entangled photons employing complementary compressive imaging (CCI) technique. …”
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An Axial Compression Transformer for Efficient Human Pose Estimation by Wen Tan, Haixiang Zhang, Xinyi Song

“…A Local Enhancement Module is constructed to avoid the loss of too much feature information in the compression process. In the COCO dataset experiment, there was a significant reduction in computational cost compared to those of state-of-the-art transformer-based algorithms.…”
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Dual-branch attention network-based stereoscopicvideo compression by TANG Shu, ZHAO Yu, YANG Shuli, XIE Xian-Zhong

“…Compared to traditional stereoscopic video (dual-view) compression methods, deep learning-based stereoscopic video compression coding methods achieve superior rate-distortion performance and have become a popular research focus in recent years. …”
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DATA COMPRESSION USING WAVELET TRANSFORM IN BIOTELEMETRY SYSTEMS by O.E. Bezborodova, A.Yu. Bodin, O.N. Bodin, M.N. Kramm, D.V. Martynov

“…Due to the large territorial extent of our country, the task of compression and transmission of medical information of various natures occupies one of the key places in providing the population with high-quality medical care. …”

Spontaneous Associations under Mild Compression of the Hippocampal Area by Olga A. Krotkova, Arina N. Kiseleva, Alesia S. Bichkova, Mariya U. Kaverina

“…With right hemisphere compression, the flow was less controllable, associations were related to generalized memories, in which one’s own experience was mixed with information from any other sources and fantasy elements, and transitions had no boundaries. …”
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Compressing Graph Data by Leveraging Domain Independent Knowledge by Dr. Sirisha Velampalli

“…At the same time size of the graphs presents a complex scenario to analyze essential information that they contain. Graph compression is used to understand high level structure of the graph through improved visualization. …”
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Methods of Sparse Measurement Matrix Optimization for Compressed Sensing by Renjie Yi, Shunan Han, Peng Liu, Bo Zhang, Hang Liu

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Efficient Large-Scale Point Cloud Geometry Compression by Shiyu Lu, Cheng Han, Huamin Yang

“…To address these issues, we propose an efficient large-scale scene point cloud geometry compression algorithm. By analyzing the sparsity of large-scale point clouds and the impact of scale on feature extraction, we design a cross-attention module in the encoder to enhance the extracted features by incorporating positional information. …”
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Parallel Fractal Compression Method for Big Video Data by Shuai Liu, Weiling Bai, Gaocheng Liu, Wenhui Li, Hari M. Srivastava

“…Meanwhile, a fractal compression method is deployed in a SIMD parallel environment to reduce compression time and improve the compression ratio. …”
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Optimizing Medical IoT Disaster Management with Data Compression by Nunudzai Mrewa, Athirah Mohd Ramly, Angela Amphawan, Tse Kian Neo

“…To tackle this issue, we introduce "Beyond Orion," a novel lossless compression method designed to optimize data compression in IoT systems. …”
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Femoral Neuropathy Secondary to Compression by Spontaneous Iliac Hematoma by Rui Sousa, Ana Flávia Resende, Luís Barbosa Pinto, Marta Lages, Luísa Negrão, Nuno Simões

“…Introduction: Femoral neuropathy is a rare condition typically resulting from compression of the femoral nerve. While it is commonly associated with anticoagulated patients due to psoas hematomas, spontaneous iliacus muscle hematomas without any evident trauma or coagulation disorders are exceedingly uncommon. …”
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GHz Optical Time-Stretch Microscopy by Compressive Sensing by Cheng Lei, Yi Wu, Aswin C. Sankaranarayanan, Shih-Min Chang, Baoshan Guo, Naoto Sasaki, Hirofumi Kobayashi, Chia-Wei Sun, Yasuyuki Ozeki, Keisuke Goda

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COMPRESSIVES IN STUDENT DISCOURSE OF THE INDO-EUROPEAN LANGUAGE ENVIRONMENT by Natalia V. Diachok.

“…Student discourse is a field of language functioning that produces neologisms resulting from different types of compression. This is connected with the dynamics of student speech as well as the youth’s need to communicate maximum necessary information in the shortest possible time. …”
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