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Author International Symposium on Visual Computing (14th : 2019 : Lake Tahoe, Nev.)

Title Advances in visual computing : 14th International Symposium on Visual Computing, ISVC 2019, Lake Tahoe, NV, USA, October 7-9, 2019, Proceedings. Part I / George Bebis, Richard Boyle, Bahram Parvin, Darko Koracin, Daniela Ushizima, Sek Chai, Shinjiro Sueda, Xin Lin, Aidong Lu, Daniel Thalmann, Chaoli Wang, Panpan Xu (eds.)
Published Cham, Switzerland : Springer, [2019]


Description 1 online resource (xxxv, 698 pages) : illustrations (some color)
Series Lecture notes in computer science ; 11844
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics
Lecture notes in computer science ; 11844.
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
Contents Etworks -- Computer Graphics II -- Intrinsic Decomposition by learning from Varying Lighting Conditions -- Pixel2Field: Single Image Transformation to Physical Field of Sports Videos -- UnrealGT: Using Unreal Engine to Generate Ground Truth Datasets -- Fast Omnidirectional Depth Densification edical and Biological Image Analysis -- Automated Segmentation of the Pectoral Muscle in Axial Breast MR Images -- Angio-AI: Cerebral Perfusion Angiography with Machine Learning -- Conformal Welding for Brain-Intelligence Analysis -- Learning Graph Cut Class Prototypes for Thigh CT Tissue Identification -- Automatic Estimation of Arterial Input Function in Digital Subtraction Angiography -- Biometrics -- One-Shot-Learning for Visual Lip-Based Biometric Authentication -- Age Group and Gender Classification of Unconstrained Faces -- Efficient 3D Face Recognition in Uncontrolled Environment -- Pupil Center Localization Using SOMA and CNN -- Real-Time Face Features Localization with Recurrent Refined Dense CNN Architectures -- Virtual Reality I -- Estimation of the distance between fingertips using silhouette and texture information of dorsal of hand -- Measuring Reflectance of Anisotropic Materials using Two Handheld Cameras -- FunPlogs -- A Serious Puzzle Mini-Game for Learning Fundamental Programming Principles Using Visual Scripting -- Automatic camera path generation from 360 video -- Highlighting Techniques for 360 Degree Virtual Reality and Their Immersive Authoring -- Applications I -- Jitter-free registration for Unmanned Aerial Vehicle Videos -- Heart Rate Based Face Synthesis for Pulse Estimation -- Light-weight Novel View Synthesis for Casual Multiview Photography -- DeepPrivacy: A generative adversarial network for face anonymization -- Swarm Optimization Algorithm for Road Bypass Extrapolation -- ST: Vision for Remote Sensing and Infrastructure Inspection -- Concrete Crack Pixel Classification using an Encoder Decoder Based Deep Learning Architecture -- A Geometry-based Method for the Spatio-temporal Detection of Cracks in 4D-Reconstructions -- An Automatic Digital Terrain Generation Technique for Terrestrial Sensing and Virtual Reality Applications -- Rebar Detection and Localization for Non-Destructive Infrastructure Evaluation using Deep Residual N
Summary This book constitutes the refereed proceedings of the 14th International Symposium on Visual Computing, ISVC 2019, held in Lake Tahoe, NV, USA in October 2019. The 100 papers presented in this double volume were carefully reviewed and selected from 163 submissions. The papers are organized into the following topical sections: Deep Learning I; Computer Graphics I; Segmentation/Recognition; Video Analysis and Event Recognition; Visualization; ST: Computational Vision, AI and Mathematical methods for Biomedical and Biological Image Analysis; Biometrics; Virtual Reality I; Applications I; ST: Vision for Remote Sensing and Infrastructure Inspection; Computer Graphics II; Applications II; Deep Learning II; Virtual Reality II; Object Recognition/Detection/Categorization; and Poster
Notes International conference proceedings
Includes author index
Online resource; title from PDF title page (SpringerLink, viewed October 30, 2019)
Subject Computer graphics -- Congresses
Computer vision -- Congresses
Computer graphics
Computer vision
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Bebis, George, editor.
Boyle, Richard, editor
Parvin, Bahram, editor
Koracin, Darko, editor
Ushizima, Daniela, editor
Chai, Sek, editor.
Sueda, Shinjiro, editor
Lin, Xin, editor
Lu, Aidong, editor
Thalmann, Daniel, editor.
Wang, Chaoli, editor.
Xu, Panpan, editor
ISBN 9783030337209
Other Titles ISVC 2019