Image Processing and Intelligent Computing Systems
Editat de Prateek Singhal, Abhishek Verma, Prabhat Kumar Srivastava, Virender Ranga, Ram Kumaren Limba Engleză Hardback – 17 ian 2023
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Specificații
ISBN-13: 9781032213149
ISBN-10: 1032213140
Pagini: 322
Ilustrații: 35 Tables, black and white; 74 Line drawings, black and white; 30 Halftones, black and white; 104 Illustrations, black and white
Dimensiuni: 156 x 234 x 26 mm
Greutate: 0.75 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
ISBN-10: 1032213140
Pagini: 322
Ilustrații: 35 Tables, black and white; 74 Line drawings, black and white; 30 Halftones, black and white; 104 Illustrations, black and white
Dimensiuni: 156 x 234 x 26 mm
Greutate: 0.75 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Public țintă
Postgraduate and ProfessionalCuprins
1. Digital Image Processing: Theory and Applications.
2. Content-Based Image Retrieval using Texture Features.
3. Use of Computer Vision Technique in Healthcare Using MRI Images.
4. Hierarchical Clustering Fuzzy Features Subset Classifier with Ant Colony Optimization for Lung Image Classification.
5. Health-Mentor: A Personalized Health Monitoring System Using Internet of Things and Blockchain Technologies.
6. Image Analysis using Artificial Intelligence in Chemical Engineering Processes: Current Trends and Future Directions.
7. Automatic Vehicle Number Plate Text Detection and Recognition Using MobileNet Architecture for a Single Shot Detection (SSD) Technique.
8. Medical Image Compression Using a Radial Basic Function Neural Network: Towards Aiding the Teleradiology for Medical Data Storage and Transfer.
9. Prospects of Wearable Inertial Sensors for Assessing Performance of Athletes using Machine Learning Algorithms.
10. Long Short-Term Memory Neural Network, Bottleneck Distance, and Their Combination for Topological Facial Expression Recognition.
11. A Comprehensive Assessment of Recent Advances in Cervical Cancer Detection for Automated Screening.
12. Comparative Performance Study of Feature Selection Techniques for Detection of Parkinson’s Disease from Speech.
13. Enhancing Leaf Disease Identification with GAN for a Limited Training Dataset.
14. A Vision-Based Segmentation Technique Using HSV and YCbCr Color Model.
15. Medical Anomaly Detection Using Human Action Recognition.
16. Architecture, Current Challenges, and Research Direction in Designing Optimized, IoT-Based Intelligent Healthcare Systems.
17. Wireless Body Area Networks (WBANs) – Design Issues and Security Challenges.
18. Cloud of Things: A Survey on Critical Research Issues.
19. Evaluating Outdoor Environmental Impacts for Image Understanding and Preparation.
20. Telemedicine: A New Opportunity for Transforming and Improving Rural India's Healthcare.
2. Content-Based Image Retrieval using Texture Features.
3. Use of Computer Vision Technique in Healthcare Using MRI Images.
4. Hierarchical Clustering Fuzzy Features Subset Classifier with Ant Colony Optimization for Lung Image Classification.
5. Health-Mentor: A Personalized Health Monitoring System Using Internet of Things and Blockchain Technologies.
6. Image Analysis using Artificial Intelligence in Chemical Engineering Processes: Current Trends and Future Directions.
7. Automatic Vehicle Number Plate Text Detection and Recognition Using MobileNet Architecture for a Single Shot Detection (SSD) Technique.
8. Medical Image Compression Using a Radial Basic Function Neural Network: Towards Aiding the Teleradiology for Medical Data Storage and Transfer.
9. Prospects of Wearable Inertial Sensors for Assessing Performance of Athletes using Machine Learning Algorithms.
10. Long Short-Term Memory Neural Network, Bottleneck Distance, and Their Combination for Topological Facial Expression Recognition.
11. A Comprehensive Assessment of Recent Advances in Cervical Cancer Detection for Automated Screening.
12. Comparative Performance Study of Feature Selection Techniques for Detection of Parkinson’s Disease from Speech.
13. Enhancing Leaf Disease Identification with GAN for a Limited Training Dataset.
14. A Vision-Based Segmentation Technique Using HSV and YCbCr Color Model.
15. Medical Anomaly Detection Using Human Action Recognition.
16. Architecture, Current Challenges, and Research Direction in Designing Optimized, IoT-Based Intelligent Healthcare Systems.
17. Wireless Body Area Networks (WBANs) – Design Issues and Security Challenges.
18. Cloud of Things: A Survey on Critical Research Issues.
19. Evaluating Outdoor Environmental Impacts for Image Understanding and Preparation.
20. Telemedicine: A New Opportunity for Transforming and Improving Rural India's Healthcare.
Notă biografică
Mr. Prateek Singhal is an Assistant Professor in the Department of Computer Science & Engineering at Sagar Institute of Research Technology, Bhopal. He is pursuing Ph.D. degree on the Medical Imaging from the Maharishi University of Information Technology, Lucknow, India. He has more than four years of experience in research and teaching. He has published several research articles in SCI/SCIE/Scopus journals and conferences of high repute. He has also authored a book on Cloud Computing. He has various National and international patents and some are granted. He holds contribution in IEEE, Elsevier, etc. repute journal. He is in the team of the research advisory member in his present institute. His current areas of interest include Image Processing, Medical Imaging, Human Computation Interface, Neuro-Computing, Internet of Things.
Dr. Abhishek Verma is an Assistant Professor in the Department of Computer Science & Engineering at IIIT Jabalpur, India (an institution of national importance). He obtained Ph.D. degree (2020) on the Internet of Things security from the National Institute of Technology Kurukshetra, Haryana, India. He has more than seven years of experience in research and teaching. He has published several research articles in international SCI/SCIE/Scopus journals and conferences of high repute. He is an editorial board member of Research Reports on Computer Science (RRCS) and active review board member of various reputed journals, including IEEE, Springer, Wiley, and Elsevier. His current areas of interest include Information Security, Intrusion Detection, and the Internet of Things.
Dr. Prabhat Kumar Shrivastava is an Professor with the Department of Computer Science & Engineering, Quantum University, Roorkee, Uttarakhand, India He earned his doctorate in Sam Higginbottom University of Agriculture and Technology & Science Allahabad U.P. The area of research is "A soft computing Approach for Fuzzy Data Modelling". He has authored and published a significant number of research articles in peer-reviewed and indexed journals and conferences of high repute. He has also authored a book on Cloud Computing. He has also published various national and international patents. He is also a reviewer member of various repute reviewer board member. His interest in networking, data structure, soft computing.
Dr. Virender Ranga is currently working as an Assistant Professor with the Department of Computer Science and Engineering, National Institute of Technology, Kurukshetra, India. He has more than 15 years of experience in academic, research and administrative capacities. He is a distinguished Researcher, well known in Academic Fraternity for his interdisciplinary research in the areas of Wireless and Adhoc & senor networks. He holds the credit of contribution in several quality research journals of international repute published by IEEE, ACM, IET, Elsevier, etc.
Dr. Ram Kumar is presently working as Assistant Professor at the Department of Electrical and Electronics Engineering at Katihar Engineering College, Bihar, India. He has over nine years of experience in academics (teaching/training), research & development and consulting. He holds the credit of contribution in several quality research journals of international repute published by IEEE, ACM, IET, Elsevier, etc. He is a distinguished Researcher, well known in Academic Fraternity for his interdisciplinary research in the areas of Wireless and Adhoc & senor networks. He has also published various national and international patents. He has various publications in reputed international journals, conference proceedings/book chapters and edited one book.
Dr. Abhishek Verma is an Assistant Professor in the Department of Computer Science & Engineering at IIIT Jabalpur, India (an institution of national importance). He obtained Ph.D. degree (2020) on the Internet of Things security from the National Institute of Technology Kurukshetra, Haryana, India. He has more than seven years of experience in research and teaching. He has published several research articles in international SCI/SCIE/Scopus journals and conferences of high repute. He is an editorial board member of Research Reports on Computer Science (RRCS) and active review board member of various reputed journals, including IEEE, Springer, Wiley, and Elsevier. His current areas of interest include Information Security, Intrusion Detection, and the Internet of Things.
Dr. Prabhat Kumar Shrivastava is an Professor with the Department of Computer Science & Engineering, Quantum University, Roorkee, Uttarakhand, India He earned his doctorate in Sam Higginbottom University of Agriculture and Technology & Science Allahabad U.P. The area of research is "A soft computing Approach for Fuzzy Data Modelling". He has authored and published a significant number of research articles in peer-reviewed and indexed journals and conferences of high repute. He has also authored a book on Cloud Computing. He has also published various national and international patents. He is also a reviewer member of various repute reviewer board member. His interest in networking, data structure, soft computing.
Dr. Virender Ranga is currently working as an Assistant Professor with the Department of Computer Science and Engineering, National Institute of Technology, Kurukshetra, India. He has more than 15 years of experience in academic, research and administrative capacities. He is a distinguished Researcher, well known in Academic Fraternity for his interdisciplinary research in the areas of Wireless and Adhoc & senor networks. He holds the credit of contribution in several quality research journals of international repute published by IEEE, ACM, IET, Elsevier, etc.
Dr. Ram Kumar is presently working as Assistant Professor at the Department of Electrical and Electronics Engineering at Katihar Engineering College, Bihar, India. He has over nine years of experience in academics (teaching/training), research & development and consulting. He holds the credit of contribution in several quality research journals of international repute published by IEEE, ACM, IET, Elsevier, etc. He is a distinguished Researcher, well known in Academic Fraternity for his interdisciplinary research in the areas of Wireless and Adhoc & senor networks. He has also published various national and international patents. He has various publications in reputed international journals, conference proceedings/book chapters and edited one book.
Descriere
During the Covid-19 pandemic, we observed that the images helped doctors immensely in fast detection of Covid-19 infection in patients. There are many critical applications which use image processing to extract some useful information from raw image data.