Title Proceedings of the international conference on computer vision, high performance computing, smart devices and networks : CHSN-2020 / Ch Satyanarayana, Xiao-Zhi Gao, Choo-Yee Ting, Naresh Babu Muppalaneni, editors

Published Singapore : Springer, [2022] ©2022

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Description 1 online resource (xii, 207 pages) : illustrations (chiefly color) Series Advanced technologies and societal change Advanced technologies and societal change. Contents Intro -- Committee -- Preface -- Advisory Board -- Contents -- 1 Character Recognition System Using CNN for Sanskrit Text -- Introduction -- Sanskrit Language -- Problems in Sanskrit Text -- Vowels and Consonants -- Literature Survey -- Input Documents -- Preprocessing -- Segmentation -- Feature Extraction -- Classification -- Unicode Mapping -- Results and Discussion -- Conclusion -- References -- 2 Resampling Imbalanced Data and Impact of Attribute Selection Methods in High Dimensional Data -- Introduction -- Current Approach -- Re-sampling Method -- Feature Selection -- Experimental Setup Datasets -- Design of Experiments -- Result and Discussion -- Conclusion -- References -- 3 Wireless sEMG Acquisition and Monitoring-A Survey -- Introduction -- Literature Survey -- Bluetooth-Based Wireless EMG Sensor -- Wi-Fi-Based Wireless EMG Sensor -- X-Bee-Based Wireless EMG Sensor -- Other Wireless EMG Sensor -- Comparison of the Existing Systems -- Summary -- Conclusion -- References -- 4 Black Hole Algorithm for BigData Anonymization -- Introduction -- Related Work -- Proposed Approach -- Experimental Result -- Results and Discussion -- Conclusion -- References 5 Sleep Quality Analysis Using Motion Signals and Heart Rate -- Introduction -- Materials and Methods -- Data Used -- Feature Extraction -- Feature Selection -- Classification -- Sleep Efficiency and Sleep Quality -- Results and Discussion -- Conclusion -- References -- 6 Prediction and Performance Assessment in Woman Handball Athletes by Employing Machine Learning Methods -- Introduction -- Related Works -- Proposed Methodology -- Dataset -- Machine Learning Models -- Results and Discussion -- Conclusion -- References -- 7 Deep Learning for Object Detection: A Survey -- Introduction Backbone Networks -- Characteristic Baselines -- Dataset Salsometrics -- Examination of General Image Object Recognition Approaches -- Applications also Branches -- Conclusion -- References -- 8 Routing Protocols: A Survey -- Introduction -- Routing Protocols and Classification -- Routing Protocols -- Proactive Routing Protocol -- Reactive Routing Protocol -- Hybrid Routing Protocol -- Other Routing Protocols -- Methods Utilization Chart -- Conclusion -- References -- 9 Performance Evaluation of Segmentation Algorithms in Non Contrast and Contrast MRI Images for Region of Interest -- Introduction Imaging Modalities and Their Contrast Media -- Proposed Methodology -- Preprocessing of MRI Images -- Contrast Limited Adaptive Histogram Equalisation (CLAHE) -- Selection and Segmentation of ROI -- Popular Segmentation Algorithms -- Performance Metrics -- Results and Discussions -- Conclusions -- References -- 10 A Novel Curve-Energy Framework to Find the Shortest Possible Lines Through Computer Vision -- Introduction -- Related Works -- Proposed Model -- Results and Discussion -- Conclusions -- References Summary This book consists of selected peer-reviewed articles from the International Conference on Computer Vision, High Performance Computing, Smart Devices and Networks (CHSN-2020), held at JNTU, Kakinada, India. The theme and areas of the conference include vast scope for latest concepts and trends in communication engineering, information theory and networks, signal, image and speech processing, wireless and mobile communication, Internet of Things, and cybersecurity for societal causes and humanitarian applications Notes Selected conference proceedings Online resource; title from PDF title page (SpringerLink, viewed November 17, 2022) Subject Computer vision -- Congresses High performance computing -- Congresses Computer networks -- Congresses Computer networks Computer vision High performance computing Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Satyanarayana, Ch., editor Gao, Xiao-Zhi, 1972- editor. Ting, Choo-Yee, editor Muppalaneni, Naresh Babu, editor Jawaharlal Nehru Technological University, Kakinada, host institution ISBN 9789811940446 9811940444 9788981194048 8981194041

Other Titles CHSN-2020

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