Special Session 5
Special Session 5: Computer Vision and Its Applications
Description:
Computer vision is an interdisciplinary scientific field
that studies how to enable computers to gain a high-level
understanding from digital images or videos. From an
engineering perspective, it seeks to automate tasks that the
human visual system can accomplish.Computer vision tasks
encompass methods for acquiring, processing, analyzing, and
understanding digital images, as well as extracting
high-dimensional data from the real world to generate
numerical or symbolic information, for instance, in the form
of decisions. In this context, understanding implies
transforming visual images (retinal inputs) into
descriptions of the world that can be integrated with other
thought processes and elicit appropriate actions. This image
understanding can be seen as the extraction of symbolic
information from image data using models constructed with
geometry, physics, statistics, and learning theories.As a
scientific discipline, computer vision involves the theory
behind artificial systems that extract information from
images. Image data can take various forms, such as video
sequences, views from multiple cameras, or multidimensional
data from medical scanners. As a technical discipline,
computer vision seeks to apply its theories and models to
the construction of computer vision systems.Subfields of
computer vision include scene reconstruction, event
detection, video tracking, object recognition, 3D pose
estimation, learning, indexing, motion estimation, and image
restoration.
This special session seeks high-quality technical articles
from both industry and academic to address current research
challenges and provide innovative solutions for the scene
reconstruction, event detection, video tracking, object
recognition, pose estimation, learning, indexing, motion
estimation, and image restoration,etc.
Session organizers
Assoc. Prof. Yongjun Zhang, Guizhou University, China
Prof. Wenting Li , Guizhou University of Commerce, China
The topics of interest include, but are not limited
to:
• Innovative Methods and Applications of Image Processing
Technology
• New Algorithms and Models for Object Detection
• Real Time Target Tracking Technology
• Video and Image Analysis and Understanding
• The Application of Deep Learning in Image Processing
• Image Enhancement and Restoration
• Medical Image Analysis
• Multiscale and Multimodal Image Fusion
• Computer Vision and Pattern Recognition
• Image Processing Technology in Intelligent Monitoring
System Stereo Vision
Submission method
Submit your Full Paper (no less than 8 pages) or your paper
abstract-without publication (200-400 words) via
Online Submission System, then choose Special Session 5
(Computer Vision and Its Applications)
Template Download
Introduction of session organizers
Assoc. Prof. Yongjun Zhang
Guizhou University, China
Zhang Yongjun (IEEE Member), PhD, Master's Supervisor/Associate Professor, Visiting Scholar at Cardiff University, UK, Executive Dean of the Artificial Intelligence Research Institute of Guizhou University, Director of Guizhou Provincial Remote Sensing Big Data Innovation Center. Council Member of the National Computer Education Research Association of Institutions of Higher Learning, Level 2 Innovation Method Instructor in Guizhou Province, Member of the Chinese Association of Artificial Intelligence, Member of the Expert Consultation Committee of the China Security Protection Industry Association, He has published over 50 research papers in computer vision at top computer conferences/journals such as CVPR, ACCV, and IEEE Transactions, and has applied for 15 invention patents. His research focuses on intelligent video analysis and image processing, including binocular stereo matching, object detection and recognition, image enhancement, remote sensing image processing, and engineering applications,etc.
Prof. Wenting Li
Guizhou University of Commerce, China
Prof. Wenting Li is a doctor of Computer Technology and Application. She received the PhD degree from Macau University of Science and Technology, Macau, China, in June 2017. She served as a visiting scholar at the School of Computer Science and Engineering, Nanyang Technological University, Singapore, starting from December 2023. She joined the Guizhou University of Commerce, China, in April 2018. Her research interests are intelligent transportation, computer Vision，recommendation system，stereo vision and scene understanding.