Computer Vision - ACCV 2022: 16th Asian Conference on Computer Vision, Macao, China, December 4-8, 2022, Proceedings, Part III

The 16th Asian Conference on Computer Vision,ACCV 2022, held in Macao, China, had 277 contributions focusing on 3D computer vision, applications, low-level vision, face and gesture, recognition, biomedical image analysis, deep learning, and generative models.

Format: Paperback / softback
Length: 645 pages
Publication date: 02 March 2023
Publisher: Springer International Publishing AG

The 16th Asian Conference on Computer Vision (ACCV 2022) was held in Macao, China, from December 2022, spanning a remarkable seven-volume set of LNCS 13841-13847. This comprehensive collection of proceedings encompasses a remarkable 277 contributions, carefully reviewed and selected from an initial pool of 836 submissions, following two rigorous rounds of reviewing and refinement.

The conference's diverse range of topics covered a wide spectrum of computer vision research, encompassing three distinct parts:

Part I: 3D Computer Vision: This section delves into the exploration of 3D vision, focusing on techniques such as 3D object detection, reconstruction, and tracking. It also encompasses optimization methods and applications in various fields, including robotics and autonomous systems.

Part II: Applications of Computer Vision: This part encompasses a wide array of computer vision applications, including vision for X (e.g., medical imaging, industrial inspection, and autonomous vehicles), computational photography, sensing, and display. It also explores the use of computer vision in fields such as augmented reality, virtual reality, and human-computer interaction.

Part III: Low-Level Vision, Image Processing, and Biometrics: This section focuses on fundamental aspects of computer vision, including low-level vision, image processing, and biometrics. It explores techniques for image enhancement, feature extraction, and pattern recognition, with an emphasis on applications in areas such as surveillance, security, and human identification.

Part IV: Face and Gesture: This part explores the analysis and recognition of facial expressions, gestures, and pose in videos. It covers topics such as face detection, facial expression recognition, gesture recognition, and action recognition, with applications in areas such as human-computer interaction, entertainment, and healthcare.

Part V: Recognition: This section encompasses various recognition tasks, including feature detection, indexing, matching, and shape representation. It also covers datasets and performance analysis, as well as applications in areas such as image retrieval, object recognition, and autonomous systems.

Part VI: Biomedical Image Analysis: This part focuses on the application of computer vision in biomedical imaging, including medical imaging, histopathology, and tissue segmentation. It explores techniques for image analysis, diagnosis, and disease detection, with an emphasis on leveraging deep learning and machine learning algorithms.

Part VII: Generative Models for Computer Vision: This section explores the use of generative models in computer vision, including segmentation and grouping, motion and tracking, document image analysis, and big data analysis. It explores techniques for generating realistic images, videos, and text, with applications in areas such as content creation, computer graphics, and autonomous driving.

In conclusion, the 16th Asian Conference on Computer Vision (ACCV 2022) proceedings set represents a significant contribution to the field of computer vision research. The diverse range of topics covered and the high quality of the contributions make this collection an invaluable resource for researchers, practitioners, and students alike. The conference's success in fostering collaboration and promoting knowledge exchange among experts from around the world is a testament to the growing importance of computer vision in today's digital age.

Weight: 1009g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031263125
Edition number: 1st ed. 2023