Search Results - "Compression algorithm"

Image Compression Algorithm Based On Variational Autoencoder by Sun, Ying, Li, Lang, Ding, Yang, Bai, Jiabao, Xin, Xiangning

“…Variational Autoencoder (VAE), as a kind of deep hidden space generation model, has achieved great success in performance in recent years, especially in image…”
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Representation and compression of Residual Neural Networks through a multilayer network based approach by Amelio, Alessia, Bonifazi, Gianluca, Cauteruccio, Francesco, Corradini, Enrico, Marchetti, Michele, Ursino, Domenico, Virgili, Luca

“…In recent years different types of Residual Neural Networks (ResNets, for short) have been introduced to improve the performance of deep Convolutional Neural…”
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Algorithms for Bayesian network modeling and reliability inference of complex multistate systems with common cause failure by Zheng, Xiaohu, Yao, Wen, Xu, Yingchun, Wang, Ning

“…In constructing the Bayesian network (BN) reliability model, too many components will make the memory storage requirements of the conditional probability table…”
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A comparison of trajectory compression algorithms over AIS data by Makris, Antonios, Kontopoulos, Ioannis, Alimisis, Panagiotis, Tserpes, Konstantinos

“…Today's industry is flooded with tracking data originating from vessels across the globe that transmit their position at frequent intervals. These voluminous…”
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Lossless Data Compression of Wireless Sensor in Bridge Inspection System by Ni, Zhengsong, Cai, Shuri, Ni, Cairong

“…In bridge inspection using wireless technology, the sensor node carries very limited energy. In this paper, data compression technology to reduce the amount of…”
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A Framework for Compressive On-chip Action Potential Recording by Yan, Pumiao, Muratore, Dante G., Chichilnisky, E.J., Murmann, Boris, Weissman, Tsachy

“…Scaling neural recording systems to thousands of channels creates extreme bandwidth demands, posing a challenge for resource-constrained, implantable devices…”
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Intra-Trajectory Error Balancing and Inter-Trajectory Feature Point Clustering for Trajectory Compression by Yang, Lei, Cheng, Xin, Liao, Yuwei, Li, Rui, Xie, Guoqi

“…The widespread use of locatable devices leads to a sharp increase in the storage of trajectory data, and redundant storage of similar trajectories wastes a…”
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Heuristic genetic algorithm parameter optimizer: Making lossless compression algorithms efficient and flexible by Wang, Weijie, Chen, Wenhui, Yan, Li, Yang, Yanqing, Zhao, Huihuang

“…The processing of large volumes of time series data across various fields presents significant challenges, particularly when it comes to effectively managing…”
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Algorithms for Bayesian network modeling and reliability inference of complex multistate systems: Part I – Independent systems by Zheng, Xiaohu, Yao, Wen, Xu, Yingchun, Chen, Xiaoqian

“…•Multistate compression and inference algorithms are applicable to any complex systems.•Given the evidence, backward inference algorithm can update the…”
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Improved compression inference algorithm for reliability analysis of complex multistate satellite system based on multilevel Bayesian network by Zheng, Xiaohu, Yao, Wen, Xu, Yingchun, Chen, Xianqi

“…•Improved compression and inference algorithms are applicable to any binary node.•Extend the improved algorithms to multistate nodes with binary parent…”
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Low-Power Multi-Lead Wearable ECG System With Sensor Data Compression by Wang, Liang-Hung, Zhang, Zong-Heng, Tsai, Wen-Ping, Huang, Pao-Cheng, Abu, Patricia Angela R.

“…This study proposes a low-power wearable electrocardiogram (ECG) acquisition system for monitoring human health in daily life. A flexible sensing electrode was…”
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Lossless Compression and Linear Recovery of a System Matrix Based on a Polar Adaptive Pixel by Chen, Shuyi, Zhao, Min, Yao, Min, Guo, Ruipeng, Wang, Ming

“…The nondestructive characteristics of <inline-formula> <tex-math notation="LaTeX">\gamma </tex-math></inline-formula>-photon imaging technology make it…”
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Research on Lightweight Dynamic Security Protocol for Intelligent In-Vehicle CAN Bus by Wang, Yuanhao, Xu, Yinan, Liu, Zhiquan, Liu, Suya, Wu, Yujing

“…With the integration of an increasing number of outward-facing components in intelligent and connected vehicles, the open controller area network (CAN) bus…”
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Design and Implementation of Digitization Resource Sharing System Based on Hadoop Platform by Sun, Haiyan

“…The basic idea of Hadoop is to use multiple independently working computers to form a cluster of computers that can be stored and calculated logically, and do…”
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Visual-PSNR measure of image quality by Tanchenko, Alexander

“…•Objective image quality measure (VPSNR) is developed.•VPSNR has good correlation with MOS for compressed images.•VPSNR can be calculated in the spatial…”
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Multiple Leads With a Switch Mode for Lossless and Lossy Compression Using Very-Large-Scale Integration Technology by Tseng, Yun-Hua, Chen, Yuan-Ho, Lu, Chih-Wen

“…Electrocardiogram monitoring is crucial for the prevention and treatment of cardiovascular diseases. In this paper, we developed a wearable device involving…”
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MARS: Multimacro Architecture SRAM CIM-Based Accelerator With Co-Designed Compressed Neural Networks by Sie, Syuan-Hao, Lee, Jye-Luen, Chen, Yi-Ren, Yeh, Zuo-Wei, Li, Zhaofang, Lu, Chih-Cheng, Hsieh, Chih-Cheng, Chang, Meng-Fan, Tang, Kea-Tiong

“…Convolutional neural networks (CNNs) play a key role in deep learning applications. However, the large storage overheads and the substantial computational cost…”
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DEVELOPMENT OF AEROSPACE IMAGES PRELIMINARY PROCESSING METHOD FOR SUBSEQUENT RECOGNITION AND IDENTIFICATION OF VARIOUS OBJECTS by Sarinova, Assiya, Neftissov, Alexandr, Rzayeva, Leyla, Yessenov, Alimzhan, Kirichenko, Lalita, Kazambayev, Ilyas

“…Nowadays, the application of hyperspectral images is vital for every section of the humanity life such as agrotechnical research for the field condition state…”
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Objective and subjective evaluation of High Dynamic Range video compression by Mukherjee, R., Debattista, K., Bashford-Rogers, T., Vangorp, P., Mantiuk, R., Bessa, M., Waterfield, B., Chalmers, A.

“…A number of High Dynamic Range (HDR) video compression algorithms proposed to date have either been developed in isolation or only-partially compared with each…”
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15‐1: A Novel Compression Algorithm Application for De‐Mura Compensation of AMOLED Panel by Zuo, Yini, Lee, Eunho, Lee, Kyoungwon, Kim, Changman, Shang, Fei, Qiu, Haijun

“…A novel compression algorithm was adopted to compress De‐mura compensation data, and the compression process was described in detail. The compensation…”
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