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Author PSIVT (Symposium) (9th : 2019 : Sydney, N.S.W.)

Title Image and video technology : 9th Pacific-Rim Symposium, PSIVT 2019, Sydney, NSW, Australia, November 18-22, 2019, Proceedings / Chilwoo Lee, Zhixun Su, Akihiro Sugimoto (eds.)
Published Cham, Switzerland : Springer, 2019


Description 1 online resource (431 pages)
Series Lecture Notes in Computer Science ; 11854
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics
Lecture notes in computer science ; 11854.
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
Contents Intro; Preface; Organization; Contents; A Fused Pattern Recognition Model to Detect Glaucoma Using Retinal Nerve Fiber Layer Thickness Measurements; 1 Introduction; 2 Materials and Data Analysis; 2.1 Data Set; 2.2 Statistical Data Analysis; 3 Methods; 3.1 Overview; 3.2 Proposed Hybrid Supervised Model; 3.3 Proposed Unsupervised Model; 3.4 Validation of Our Study; 4 Results; 5 Conclusions; References; A Robust Face Recognition System for One Sample Problem; 1 Introduction; 2 Methodology; 2.1 Pre-processing of the Input Facial Image; 2.2 Feature Extraction Using the Proposed Feature Descriptor
2.3 Face Recognition Using 2D-Hiden Markov Model (2DHMM)2.4 Optimal Tuning of the 2D-HMM Parameters; 3 Results; 4 Discussion; 5 Conclusion; References; Analysis of Motion Patterns in Video Streams for Automatic Health Monitoring in Koi Ponds; 1 Introduction; 2 Related Work; 3 Experimental Setup; 3.1 Fish Observation; 3.2 Image Acquisition; 4 Scene Analysis with Deep Neural Networks; 4.1 Object Detection; 4.2 Semantic Segmentation; 4.3 Instance Segmentation; 5 Motion Analysis; 5.1 Visual Assessment; 5.2 Motion Estimation; 5.3 Objective Motion Analysis; 6 Experimental Results
7 Conclusion and Future WorkReferences; Attention-Guided Model for Robust Face Detection System; 1 Introduction; 2 Related Works; 3 Attention-Guided Face Detector; 3.1 System Architecture; 3.2 Soft Attention Mask and Data Augmentation; 4 Experiments and Results; 5 Conclusions; References; BackNet: An Enhanced Backbone Network for Accurate Detection of Objects with Large Scale Variations; 1 Introduction; 2 Related Works; 3 BackNet: Proposed Backbone Network; 3.1 Backbone Network; 3.2 BackNet Architecture; 4 Performance Evaluation; 4.1 Dataset; 4.2 Experimental Setup
4.3 Quantitative Results Analysis5 Conclusions; References; Body Detection in Spectator Crowd Images Using Partial Heads; 1 Introduction; 2 Related Work; 3 Methodology; 4 Dataset; 5 Experiments; 6 Results; 7 Conclusion; References; Deep Learning for Breast Region and Pectoral Muscle Segmentation in Digital Mammography; 1 Introduction; 2 Method; 2.1 Data; 2.2 Data Pre-processing; 2.3 U-Net Architecture; 2.4 Analysis; 3 Results; 4 Conclusion and Discussions; References; Detection of Age and Defect of Grapevine Leaves Using Hyper Spectral Imaging; Abstract; 1 Introduction; 2 Experimental Setup
3 Results and Discussions3.1 Age Detection; 3.2 Defect Detection; 4 Conclusion; References; Discrete Cosine Basis Oriented Homogeneous Motion Discovery for 360-Degree Video Coding; 1 Introduction; 2 The Discrete Cosine Basis for Motion; 3 Prediction Using the Proposed Motion Model; 3.1 Discrete Cosines Basis Oriented Prediction Generation; 3.2 Discrete Cosine Based Motion Compensated Prediction as a Reference Frame; 4 Experimental Analysis; 5 Conclusion; References; Double Channel 3D Convolutional Neural Network for Exam Scene Classification of Invigilation Videos; Abstract; 1 Introduction
Summary This book constitutes the conference proceedings of the 9th Pacific Rim Symposium on Image and Video Technology, PSIVT 2019, held in Sydney, NSW, Australia, in November 2019. A total of 31 papers were carefully reviewed and selected from 55 submissions. The main conference comprises 11 major subject areas that span the field of image and video technology, namely imaging and graphics hardware and visualization, image/video coding and transmission, image/video processing and analysis, image/video retrieval and scene understanding, applications of image and video technology, biomedical image processing and analysis, biometrics and image forensics, computational photography and arts, computer and robot vision, pattern recognition, and video surveillance
Notes International conference proceedings
2 Problem Definition and Problem Solving Model
Includes author index
Print version record
Subject Computer vision -- Congresses
Image processing -- Digital techniques -- Congresses
Digital video -- Congresses
Computer vision.
Digital video.
Image processing -- Digital techniques.
Genre/Form Electronic books
Conference papers and proceedings.
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Lee, Chilwoo
Su, Zhixun
Sugimoto, Akihiro.
ISBN 9783030348793
Other Titles PSIVT 2019