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.
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 co...
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| Other Authors: | , , , |
| Format: | Ebook |
| Language: | English |
| Published: |
Singapore :
Springer,
[2022]
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| Series: | Advanced technologies and societal change.
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| Subjects: | |
| Online Access: | Springer eBooks |
Table of 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.