Shukla / Aluvalu / Gite Computer Vision

Applications of Visual AI and Image Processing
1. Auflage 2023
ISBN: 978-3-11-075682-1
Verlag: De Gruyter
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 370 Seiten

Reihe: ISSN

This book focuses on the latest developments in the fields of visual AI, image processing and computer vision. It shows research in basic techniques like image pre-processing, feature extraction, and enhancement, along with applications in biometrics, healthcare, neuroscience and forensics. The book highlights algorithms, processes, novel architectures and results underlying machine intelligence with detailed execution flow of models.

Zielgruppe

Researchers, Graduate Students, Professionals and Developers.

Autoren/Hrsg.

Shukla, Pancham

Aluvalu, Rajanikanth

Gite, Shilpa

Maheswari, Uma

Fachgebiete

• Mathematik | Informatik EDV | Informatik Angewandte Informatik Computeranwendungen in Wissenschaft & Technologie
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Signalverarbeitung, Bildverarbeitung, Scanning
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Computer Vision
• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung

Leseproben

About the Editors

Dr. Pancham Shukla holds PhD in electrical and electronic engineering from Imperial College London, MPhil in electronic and electrical engineering from the University of Strathclyde (Glasgow, UK), ME in electronic and computer engineering and BE in electronic engineering from Sardar Patel University (India). Dr. Pancham Shukla is a principal teaching fellow in the Faculty of Engineering at Imperial College London. Dr. Shukla previously worked as a senior lecturer in the School of Computing and Digital Media at London Metropolitan University; as a research fellow in Applied Digital Signal and

Image Processing Research Centre (ADSIP) at the University of Central Lancashire; and as a research associate in Communications and Signal Processing (CSP) group at Imperial College London. Dr. Shukla holds more than 25 years of teaching and research experience in various universities in the UK and India.

Dr. Pancham Shukla has supervised a broad range of projects and published papers in signal/image processing, and electronic and communications systems. He has organized conferences and has served as a technical session chair along with reviewing many international conference and journal papers. Dr. Shukla was a deputy director of the Centre for Communications Technology, vice chair of the Research Student Progress Group and PhD Degrees in the School of Computing and Digital Media at London Metropolitan University.

Dr. Shukla received Vice Chancellor’s award for his outstanding contribution to learning and teaching as well as Student Union’s award as an outstanding member of academic staff while working at London Metropolitan University.

Dr. Rajanikanth Aluvalu is working as Professor, Department of IT, Chaitanya Bharathi Institute of Technology, Hyderabad, India. He worked as professor and Head, Department of Computer Science and Engineering, Vardhaman College of Engineering, Hyderabad, India; vice-chair, entrepreneurship and startup committee, past treasurer and secretary at IEEE Computer Society, Hyderabad Section. He is senior IEEE member, life member of ISTE and member of MIR Labs, USA. He is having more than 17 years of teaching experience. He obtained his PhD in cloud computing as specialization. He is the academic editor for Peerj Computer Science journal. He has published more than 90 Research articles in various peer-reviewed journals and conferences. He is the editor for The Fusion of Internet of Things, Artificial Intelligence, and Cloud Computing in Health Care book published by Springer. He is serving as an academic editor for Peerj Computer Science journal, editor for IJDMMM journal published by Inderscience Publisher and reviewer for many Scopus-indexed and SCI journals.

He is recipient of IUCEE Faculty Fellow award in the year 2018 and Best Advisor from IEEE Hyderabad Section in the year 2020.

Dr. Shilpa Gite received PhD for deep learning for assistive driving in semiautonomous vehicles from Symbiosis International (Deemed University), Pune, India, in 2019. Currently, she is working as an associate professor at the Computer Science Department of Symbiosis Institute of Technology, Pune. She is also working as an associate faculty at Symbiosis Centre of Applied A.I. (SCAAI). She has around 13 years of teaching experience. Her research areas include deep learning, machine learning, medical imaging and computer vision. She is currently guiding six PhD students in biomedical imaging, self-driving cars and natural language processing areas. She is also the recipient of Best Paper award at 11th IEMERA Conference held virtually at Imperial College, London, in October 2020. She has published more than 50 research articles in various peer-reviewed journals with Scopus and Web of Science indexed and many international conferences. She is also working as a reviewer for many Scopus-indexed and SCI journals.

Dr. Uma Maheswari V is working as Associate Professor and Head, Department of CSE, KG Reddy College of Engineering and Technology, Hyderabad, India. She worked earlier in Vardhaman College of Engineering, Hyderabad, India. She is volunteering as treasurer at IEEE-RAS, Hyderabad Section. She completed her PhD from Visveswaraya Technological University, Belgaum, in the area of image analytics and data science. She has published 20+ research articles in SCI, ESCI, WoS, DBLP, and SCOPUS-indexed journals and conferences. She has published four Indian patents on facial expression analysis in the field of medical, E-commerce, education, and security. She is a member of IEEE. Dr. Uma Maheswari has done an enormous study and has given contributions in the field of facial expression analysis and applications. She has constructed feature vector for a given image based on the directions and introduced dynamic threshold values while comparing the images, which helps to analyze any image. She has done research on the similarity of images in a given database to retrieve the relevant images. She also worked with convolutional neural networks by giving the preprocessed input image to improve the accuracy. It has been proved that the maximum edge intensity values are enough to retrieve the required feature from the image instead of working on total image data. Prof. Uma Maheswari is the coordinator for TEDxVCE, organized various technical programs and served as a technical committee member and reviewer for various conferences. She has delivered sessions in various capacities.

Prof. Uma Maheswari had received the Best Faculty award under the innovation category for the year 2019 by the CSI Mumbai Chapter.

List of Contributors

Suresh Kumar B.

Vardhaman College of Engineering, Hyderabad, India E-mail: [e-mail]

Viswanadha Raju S.

JNTUCEJ, Jagityal, IndiaE-mail: [e-mail]

Uma Maheswari V.

KG Reddy College of Engineering and Technology, Hyderabad, IndiaE-mail: [e-mail]

Mehul S. Raval

Ahmedabad University, Ahmedabad, IndiaE-mail: [e-mail]

G. P. Obi Reddy

ICAR-National Bureau of Soil Survey and Land Use Planning, Nagpur, IndiaE-mail: [e-mail]

Sanjay Chaudhary

Ahmedabad University, Ahmedabad, IndiaE-mail: [e-mail]

J. Adinarayana

Indian Institute of Technology Bombay, Mumbai, IndiaE-mail: [e-mail]

Umamaheswari P.

Department of CSE, SRC, SASTRA Deemed University, Tamil Nadu, India, E-mail: [e-mail]

Vaishnavi D.

Department of CSE, SRC, SASTRA Deemed University, Tamil Nadu, India, E-mail: [e-mail]

Indira Linginani

Department of CSE, GITAME-mail: [e-mail]

Akkalakshmi Muddana

Department of CSE, GITAM Hyderabad, IndiaE-mail: [e-mail]

Gagan Dubey

IT, Manipal University, Jaipur, Rajasthan, India, E-mail: [e-mail]

G. Malini Devi

Dept. of CSE, G. Narayanamma Institute of Technology and Science (For Women), E-mail: [e-mail]

Kiran P. Kamble

Shivaji University, Kolhapur E-mail: [e-mail]

Sonali Patil

Walchand College of Engineering, Sangli,E-mail: [e-mail]

Pratibha Garje

Walchand College of Engineering, SangliE-mail: [e-mail]

Pooja D. Mundada

Walchand College of Engineering, Sangli Email:

Vaibhav Tasgaonkar

Symbiosis Institute of Technology, Pune, Maharashtra, India, E-mail: [e-mail]

Ujwala Kshirsagar

Symbiosis Institute of Technology, Pune, Maharashtra, India, E-mail: [e-mail]

Soham Hudnurkar

Symbiosis Institute of Technology, Pune, Maharashtra, IndiaE-mail: [e-mail]

Pravin Sridhar

Symbiosis Institute of Technology, Pune, Maharashtra, IndiaE-mail: [e-mail]

J. Srinivas

Matrusri College of Engineering, Hyderabad, IndiaE-mail: [e-mail]

Rajesham Gajula

CSED, Muffakam Jah College of Engineering and Technology, Hyderabad,E-mail: [e-mail]

Rutuja D. Bhandari

MIT ADT University,MIT SOE,Pune,IndiaE-mail: [e-mail]

Shraddha Phansalkar

MIT ADT University, MIT SOE, Pune, IndiaE-mail: [e-mail]

Megharani Patil

Thakur college of Engineering and Technology, Mumbai, IndiaE-mail: [e-mail]

Yash Gupta

Thakur college of Engineering and Technology, Mumbai, IndiaE-mail: [e-mail]

Vatsal Kadakia

...

Über Autor(innen)

Dr. Pancham Shukla, UK; Dr. Rajanikanth Aluvalu, India; Dr. Shilpa Gite, India; Dr. Uma Maheswari V, India.