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Advances in Computer Vision: Proceedings of the 2019 Computer Vision Conference (CVC), Volume 2: Advances in Intelligent Systems and Computing, cartea 944

Editat de Kohei Arai, Supriya Kapoor
en Limba Engleză Paperback – 24 apr 2019
This book presents a remarkable collection of chapters covering a wide range of topics in the areas of Computer Vision, both from theoretical and application perspectives. It gathers the proceedings of the Computer Vision Conference (CVC 2019), held in Las Vegas, USA from May 2 to 3, 2019. The conference attracted a total of 371 submissions from pioneering researchers, scientists, industrial engineers, and students all around the world. These submissions underwent a double-blind peer review process, after which 118 (including 7 poster papers) were selected for inclusion in these proceedings.
The book’s goal is to reflect the intellectual breadth and depth of current research on computer vision, from classical to intelligent scope. Accordingly, its respective chapters address state-of-the-art intelligent methods and techniques for solving real-world problems, while also outlining future research directions. Topic areas covered include Machine Vision and Learning, Data Science,Image Processing, Deep Learning, and Computer Vision Applications.
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Specificații

ISBN-13: 9783030177973
ISBN-10: 3030177971
Pagini: 740
Ilustrații: XII, 767 p. 638 illus., 312 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 1.07 kg
Ediția:1st ed. 2020
Editura: Springer International Publishing
Colecția Springer
Seria Advances in Intelligent Systems and Computing

Locul publicării:Cham, Switzerland

Cuprins

Data-Driven Multi-step Demand Prediction for Ride-hailing Services using Convolutional Neural Network.- Proactive Management of Regulatory Policy Ripple Effects Via Computational Hierarchical Change Management Structure.- Iceberg Detection by CNN based on Incidence-Angle Confusion.- The Effectiveness of Distinctive Information for Cancer Cell Analysis through Big Data.- Forecasting Food Sales in a Multiplex using Dynamic Artificial Neural Networks.- Cooperation of Virtual Reality and Real Objects with HoloLens.- Feature Map Transformation for Multi-Sensor Fusion in Object Detection Networks for Autonomous Driving.- Application of Remote Sensing for Automated Litter Detection and Management.- Robots in Healthcare: A Survey.- Character Localization based on Support Vector Machine.

Textul de pe ultima copertă

This book presents a remarkable collection of chapters covering a wide range of topics in the areas of Computer Vision, both from theoretical and application perspectives. It gathers the proceedings of the Computer Vision Conference (CVC 2019), held in Las Vegas, USA from May 2 to 3, 2019. The conference attracted a total of 371 submissions from pioneering researchers, scientists, industrial engineers, and students all around the world. These submissions underwent a double-blind peer review process, after which 120 (including 7 poster papers) were selected for inclusion in these proceedings.
The book’s goal is to reflect the intellectual breadth and depth of current research on computer vision, from classical to intelligent scope. Accordingly, its respective chapters address state-of-the-art intelligent methods and techniques for solving real-world problems, while also outlining future research directions. Topic areas covered include Machine Vision and Learning, Data Science,Image Processing, Deep Learning, and Computer Vision Applications.

Caracteristici

Presents the latest research on computer vision Gathers the proceedings of the Computer Vision Conference (CVC 2019), held in Las Vegas, USA from May 2 to 3, 2019 Written by respected experts in the field