Frontiers Of Computer Vision

Author : Inseop Na
Publisher : Springer Nature
ISBN 13 : 9819949149
Total Pages : 190 pages
Book Rating : 4.44/5 ( download)

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Download or read book Frontiers of Computer Vision written by Inseop Na and published by Springer Nature. This book was released on 2023-07-31 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes refereed proceedings of the 29th International Workshop on Frontiers of Computer Vision, IW-FCV 2023, held in Yeosu, South Korea in February 20–22, 2023. This workshop is an annual event that brings together researchers in the field of computer vision and artificial intelligence to share their research results. The workshop was started 29 years ago as a way to strengthen networking and share research results between Japanese and Korean researchers, and it has since grown in scope and influence, so from 2017, the workshop became an international event. The 13 full papers presented in this volume were thoroughly reviewed and selected from 72 submissions in 8 countries. The papers are dealing with the following topics:basic theories related to image processing, computer vision, image media, and human interface, as well as all research fields in applied fields such as autonomous vehicle driving, robot automation, and image content recognition. Recently, topics related to application of medical, bio, and entertainment field applying artificial intelligence , and more. /div

Author : Wataru Ohyama
Publisher : Springer Nature
ISBN 13 : 9811548188
Total Pages : 383 pages
Book Rating : 4.85/5 ( download)

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Download or read book Frontiers of Computer Vision written by Wataru Ohyama and published by Springer Nature. This book was released on 2020-04-27 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes refereed proceedings of the 26th International Workshop Frontiers of Computer Vision, IW-FCV 2020, held in Ibusuki, Kagoshima, Japan, in February 2020. The 27 full papers presented were thoroughly reviewed and selected from 68 submissions. The papers in the volume are organized according to the following topics: real-world applications; face, pose, and action recognition; object detection and tracking; inspection and diagnosis; camera, 3D and imaging.

Author : Go Irie
Publisher : Springer
ISBN 13 : 9789819742486
Total Pages : 0 pages
Book Rating : 4.8X/5 ( download)

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Download or read book Frontiers of Computer Vision written by Go Irie and published by Springer. This book was released on 2024-08-13 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the revised selected papers from the 30th International Workshop on Frontiers of Computer Vision, IW-FCV 2024, held in Tokyo, Japan, in February 19–21, 2024. IW-FCV 2024 is an annual workshop that brings together researchers in the field of computer vision and artificial intelligence to share their research results. This workshop was started 30 years ago as a way to strengthen networking and share research results between Japanese and Korean researchers. It has since grown in scope and influence and has become an international event since 2017. The 12 full papers, carefully reviewed and selected from 61 submissions, primarily focus on the fundamental theories, techniques, and algorithms related to computer vision and image signal processing, with particular emphasis on practical applications. These papers deal with the following topics: Fundamentals and Theory (e.g., image filtering / enhancement / restoration, color and illumination analysis, and image coding), Computer Vision and Image Analysis (e.g., shape from-X, object detection and tracking, and deep learning for computer vision), Applications (e.g., image/video search and retrieval, surveillance, AR/VR/MR/HR, and bio-medical image analysis), and Recognition and Learning (e.g., 2D/3D object recognition, face and gesture recognition, and human pose estimation).

Author : Kazuhiko Sumi
Publisher : Springer Nature
ISBN 13 : 3031063813
Total Pages : 362 pages
Book Rating : 4.17/5 ( download)

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Download or read book Frontiers of Computer Vision written by Kazuhiko Sumi and published by Springer Nature. This book was released on 2022-05-16 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes refereed proceedings of the 28th International Workshop on Frontiers of Computer Vision, IW-FCV 2022, held in Hiroshima, Japan, in February 2022. Due to the COVID-19 pandemic the conference was held online. The 24 full papers presented in this volume were thoroughly reviewed and selected from 63 submissions. The papers are organized according to the following topics: ​camera, 3D, and imaging; learning algorithm; object detection/segmentation; recognition/generation.

Author : Hieyong Jeong
Publisher : Springer Nature
ISBN 13 : 3030816389
Total Pages : 318 pages
Book Rating : 4.84/5 ( download)

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Download or read book Frontiers of Computer Vision written by Hieyong Jeong and published by Springer Nature. This book was released on 2021-07-14 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes refereed proceedings of the 27th International Workshop Frontiers of Computer Vision, IW-FCV 2021, held in Daegu, South Korea, in February 2021. The 17 full papers and 8 short papers presented were thoroughly reviewed and selected from 44 submissions. The papers in the volume are organized according to the following topics: real-world applications; segmentation / object tracking; recognition; human behaviour; algorithm / application.

Author : Inseop Na
Publisher :
ISBN 13 : 9789819949151
Total Pages : 0 pages
Book Rating : 4.57/5 ( download)

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Download or read book Frontiers of Computer Vision written by Inseop Na and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes refereed proceedings of the 29th International Workshop on Frontiers of Computer Vision, IW-FCV 2023, held in Yeosu, South Korea in February 20-22, 2023. This workshop is an annual event that brings together researchers in the field of computer vision and artificial intelligence to share their research results. The workshop was started 29 years ago as a way to strengthen networking and share research results between Japanese and Korean researchers, and it has since grown in scope and influence, so from 2017, the workshop became an international event. The 13 full papers presented in this volume were thoroughly reviewed and selected from 72 submissions in 8 countries. The papers are dealing with the following topics:basic theories related to image processing, computer vision, image media, and human interface, as well as all research fields in applied fields such as autonomous vehicle driving, robot automation, and image content recognition. Recently, topics related to application of medical, bio, and entertainment field applying artificial intelligence , and more. .

Author : Kazuhiko Sumi
Publisher :
ISBN 13 : 9783031063824
Total Pages : 0 pages
Book Rating : 4.21/5 ( download)

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Download or read book Frontiers of Computer Vision written by Kazuhiko Sumi and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes refereed proceedings of the 28th International Workshop on Frontiers of Computer Vision, IW-FCV 2022, held in Hiroshima, Japan, in February 2022. Due to the COVID-19 pandemic the conference was held online. The 24 full papers presented in this volume were thoroughly reviewed and selected from 63 submissions. The papers are organized according to the following topics: camera, 3D, and imaging; learning algorithm; object detection/segmentation; recognition/generation.

Author : Nicu Sebe
Publisher : Springer Science & Business Media
ISBN 13 : 1402032757
Total Pages : 253 pages
Book Rating : 4.52/5 ( download)

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Download or read book Machine Learning in Computer Vision written by Nicu Sebe and published by Springer Science & Business Media. This book was released on 2005-10-04 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: The goal of this book is to address the use of several important machine learning techniques into computer vision applications. An innovative combination of computer vision and machine learning techniques has the promise of advancing the field of computer vision, which contributes to better understanding of complex real-world applications. The effective usage of machine learning technology in real-world computer vision problems requires understanding the domain of application, abstraction of a learning problem from a given computer vision task, and the selection of appropriate representations for the learnable (input) and learned (internal) entities of the system. In this book, we address all these important aspects from a new perspective: that the key element in the current computer revolution is the use of machine learning to capture the variations in visual appearance, rather than having the designer of the model accomplish this. As a bonus, models learned from large datasets are likely to be more robust and more realistic than the brittle all-design models.

Author : Benjamin Planche
Publisher : Packt Publishing Ltd
ISBN 13 : 1788839269
Total Pages : 363 pages
Book Rating : 4.66/5 ( download)

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Download or read book Hands-On Computer Vision with TensorFlow 2 written by Benjamin Planche and published by Packt Publishing Ltd. This book was released on 2019-05-30 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: A practical guide to building high performance systems for object detection, segmentation, video processing, smartphone applications, and more Key FeaturesDiscover how to build, train, and serve your own deep neural networks with TensorFlow 2 and KerasApply modern solutions to a wide range of applications such as object detection and video analysisLearn how to run your models on mobile devices and web pages and improve their performanceBook Description Computer vision solutions are becoming increasingly common, making their way into fields such as health, automobile, social media, and robotics. This book will help you explore TensorFlow 2, the brand new version of Google's open source framework for machine learning. You will understand how to benefit from using convolutional neural networks (CNNs) for visual tasks. Hands-On Computer Vision with TensorFlow 2 starts with the fundamentals of computer vision and deep learning, teaching you how to build a neural network from scratch. You will discover the features that have made TensorFlow the most widely used AI library, along with its intuitive Keras interface. You'll then move on to building, training, and deploying CNNs efficiently. Complete with concrete code examples, the book demonstrates how to classify images with modern solutions, such as Inception and ResNet, and extract specific content using You Only Look Once (YOLO), Mask R-CNN, and U-Net. You will also build generative adversarial networks (GANs) and variational autoencoders (VAEs) to create and edit images, and long short-term memory networks (LSTMs) to analyze videos. In the process, you will acquire advanced insights into transfer learning, data augmentation, domain adaptation, and mobile and web deployment, among other key concepts. By the end of the book, you will have both the theoretical understanding and practical skills to solve advanced computer vision problems with TensorFlow 2.0. What you will learnCreate your own neural networks from scratchClassify images with modern architectures including Inception and ResNetDetect and segment objects in images with YOLO, Mask R-CNN, and U-NetTackle problems faced when developing self-driving cars and facial emotion recognition systemsBoost your application's performance with transfer learning, GANs, and domain adaptationUse recurrent neural networks (RNNs) for video analysisOptimize and deploy your networks on mobile devices and in the browserWho this book is for If you're new to deep learning and have some background in Python programming and image processing, like reading/writing image files and editing pixels, this book is for you. Even if you're an expert curious about the new TensorFlow 2 features, you'll find this book useful. While some theoretical concepts require knowledge of algebra and calculus, the book covers concrete examples focused on practical applications such as visual recognition for self-driving cars and smartphone apps.

Author : Fouad Sabry
Publisher : One Billion Knowledgeable
ISBN 13 :
Total Pages : 180 pages
Book Rating : 4.61/5 ( download)

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Download or read book Augmented Reality written by Fouad Sabry and published by One Billion Knowledgeable. This book was released on 2024-05-14 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is Augmented Reality Augmented reality (AR) is an interactive experience that combines the real world and computer-generated content. The content can span multiple sensory modalities, including visual, auditory, haptic, somatosensory and olfactory. AR can be defined as a system that incorporates three basic features: a combination of real and virtual worlds, real-time interaction, and accurate 3D registration of virtual and real objects. The overlaid sensory information can be constructive, or destructive. As such, it is one of the key technologies in the reality-virtuality continuum. How you will benefit (I) Insights, and validations about the following topics: Chapter 1: Augmented reality Chapter 2: Virtual reality Chapter 3: Wearable computer Chapter 4: Computer-mediated reality Chapter 5: Mixed reality Chapter 6: Head-mounted display Chapter 7: Projection augmented model Chapter 8: 3D user interaction Chapter 9: Augmented learning Chapter 10: Smartglasses (II) Answering the public top questions about augmented reality. (III) Real world examples for the usage of augmented reality in many fields. Who this book is for Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of Augmented Reality.