ISACV-2022: Intelligent Systems and Applications in Computer Vision |
Website | http://dramitkantpandit.co.in/isacv-2022/ |
Submission link | https://easychair.org/conferences/?conf=isacv2022 |
Submission deadline | August 30, 2022 |
ISACV-2022 (Intelligent Systems and Applications in Computer Vision)
About
Intelligent Systems and Applications in Computer Vision
Nowadays the use of digital images and videos has been extended to different fields as surveillance, manufacturing, medicine, agriculture, machine/robot vision, pattern recognition etc. They are easy to obtain from various environments, and it is necessary to recognize the objects contained in the scenes. In order to achieve this goal, several computational approaches have been developed. However, considering the technological advances problems as image size, noise, illumination, and security, it is necessary to develop new methodologies and to improve the classical algorithms. On the other hand, a tendency is that the computer vision and image processing systems should be able to automatic extract the desired features for a particular task.
Computational Intelligence (CI) approaches are alternative solutions for automatic computer vision and image processing systems; they include the use of tools as machine learning and soft computing. Researchers from all over the world are working hard creating new algorithms that combine the methods provided by CI approaches to solve the problems of image processing and computer vision. Evolutionary computer vision (ECV) is at the intersection of two major research fields of artificial intelligence: computer vision and evolutionary computation. This book aims to provide an overview of state-of-the-art contributions to the latest research and development in the discipline. Computer vision includes methods for acquiring, processing, analyzing, and understanding images. The aim is to design computational models of human and animal perception. ECV is an interdisciplinary research area where analytical methods combined with powerful stochastic optimization and metaheuristic approaches produce human-competitive results. From an engineering standpoint, ECV aims to design software and hardware solutions useful for solving challenging computer vision problems. From a scientific viewpoint, the goal is to enhance our current understanding of visual processing in nature and replicate this within a machine. ECV is a well-established research discipline as evolutionary algorithms are more efficient than classical optimization approaches for the discontinuous, non-differentiable, multimodal, and noisy search, optimization, and learning problems arising in many computers vision tasks.
We welcome submissions on the following topics related to new theories and evolutionary computation methods for early visual processing, intermediate visual processing, and high-level vision. Lists of topics, but limited to:
- Image restoration and noise reduction
- Image classification, segmentation and clustering
- Feature selection, extraction, and learning
- Interest point and edge detection and description
- Matching and registration
- 3D reconstruction of real-world scenarios
- Automatic design of algorithms for visual attention
- Object detection and tracking
- Face detection and recognition
- Evolutionary robot vision
- Sensor planning and camera placement
- Video and motion analysis
- Content-based image retrieval
- Medical imaging, Earth sciences and other areas.
Editors:
- Dr. Nitin Mittal, Shri Vishwakarma Skill University, Palwal-India
- Dr. Amit Kant Pandit, Shri Mata Vaishno Devi University, Katra-India
- Dr. Mohamed Abouhawwash, Michigan State University, USA Mansoura University, Mansoura 35516, Egypt
- Shubham Mahajan, Shri Mata Vaishno Devi University, Katra-India
Publisher: This book is scheduled to be published by CRC Press, Taylor & Francis Group. CRC Press is a premier global publisher of science, technology, and medical resources. We offer unique, trusted content by expert authors, spreading knowledge and promoting discovery worldwide. We aim to broaden thinking and advance understanding in the sciences, providing researchers, academics, professionals, and students with the tools they need to share ideas and realize their potential. Details are available at: https://www.crcpress.com/.
Submission Guidelines: Researchers and practitioners are invited to submit on or before 15th July, 2022. All interested authors must consult the guidelines for manuscript submissions at https://www.routledge.com/our-customers/authors/publishing-guidelines prior to submission. All submitted chapters will be reviewed on a double-blind review basis. All papers must be original and not simultaneously submitted to another journal or conference. All manuscript submissions to the book should be sent through the online EasyChair submission system.
Contact
All manuscript submissions should be sent through the online submission system; https://easychair.org/my/conference?conf=isacv2022. For Queries Related to Submission process, please feel free to contact: callofchapters@gmail.com