Frontiers of Computer Vision: 28th International Workshop, IW-FCV 2022, Hiroshima, Japan, February 21-22, 2022, Revised Selected Papers

This book is a collection of refereed papers from the 28th International Workshop on Frontiers of Computer Vision (IW-FCV 2022), held online due to the COVID-19 pandemic. The papers cover various topics in computer vision, including camera, 3D, and imaging, learning algorithms, object detection/segmentation, and recognition/generation.

Format: Paperback / softback
Length: 357 pages
Publication date: 17 May 2022
Publisher: Springer International Publishing AG

The 28th International Workshop on Frontiers of Computer Vision (IW-FCV) 2022, held in Hiroshima, Japan, in February 2022, was a groundbreaking event that brought together experts from around the world to explore the latest advancements in computer vision. Despite the challenges posed by the COVID-19 pandemic, the conference was successfully transitioned to an online format, allowing participants from diverse backgrounds to engage in meaningful discussions and share their research findings.

The conference featured a total of 24 full papers, each of which underwent rigorous review and selection from a pool of 63 submissions. The papers covered a wide range of topics, including camera, 3D, and imaging; learning algorithms; object detection/segmentation; recognition/generation.

The first topic, camera, 3D, and imaging, explored the latest developments in camera technology, 3D imaging, and image processing techniques. The papers presented innovative solutions for capturing high-quality images, reconstructing 3D scenes, and analyzing visual data.

The second topic, learning algorithms, focused on developing advanced machine learning algorithms for computer vision tasks. The papers discussed various supervised and unsupervised learning techniques, such as convolutional neural networks, deep learning, and transfer learning, and their applications in various domains, such as object detection, facial recognition, and autonomous driving.

The third topic, object detection/segmentation, explored the latest techniques for detecting and segmenting objects in images and videos. The papers presented state-of-the-art algorithms for object detection, instance segmentation, and semantic segmentation, and their applications in autonomous vehicles, medical imaging, and surveillance systems.

The fourth topic, recognition/generation, explored the latest techniques for recognizing and generating human faces, objects, and scenes. The papers presented advanced algorithms for face recognition, object recognition, and scene reconstruction, and their applications in security, entertainment, and virtual reality.

Overall, the 28th International Workshop on Frontiers of Computer Vision 2022 was a resounding success, showcasing the latest advancements in computer vision and paving the way for future research and innovation. The conference's online format allowed participants from all over the world to participate and contribute to the discussions, making it a truly global event.

The organizers of the conference deserve special recognition for their dedication and hard work in ensuring the success of the event. Their efforts in transitioning the conference to an online format, as well as their meticulous review process, ensured that only the highest quality research was presented at the conference.

We look forward to seeing what the future holds for computer vision and the contributions that the 28th International Workshop on Frontiers of Computer Vision 2022 will make to this field.

Weight: 569g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031063800
Edition number: 1st ed. 2022