Proceedings of 3rd International Conference on Computer Vision and Image Processing : CVIP 2018, Volume 1

著者名：Chaudhuri, Bidyut B. (EDT)/Nakagawa, Masaki (EDT)/Khanna, Pritee (EDT)/Kumar, Sanjeev (EDT)

Springer（2019/10/31発売）

• 言語：ENG
• ISBN：9789813290877
• eISBN：9789813290884

Description

This book is a collection of carefully selected works presented at the Third International Conference on Computer Vision & Image Processing (CVIP 2018). The conference was organized by the Department of Computer Science and Engineering of PDPM Indian Institute of Information Technology, Design & Manufacturing, Jabalpur, India during September 29–October 01, 2018. All the papers have been rigorously reviewed by the experts from the domain. This 2 volume proceedings include technical contributions in the areas of Image/Video Processing and Analysis; Image/Video Formation and Display; Image/Video Filtering, Restoration, Enhancement and Super-resolution; Image/Video Coding and Transmission; Image/Video Storage, Retrieval and Authentication; Image/Video Quality; Transform-based and Multi-resolution Image/Video Analysis; Biological and Perceptual Models for Image/Video Processing; Machine Learning in Image/Video Analysis; Probability and uncertainty handling for Image/Video Processing; and Motion and Tracking.

Table of Contents

CARTOONNET: Caricature recognition of public figures.- Deep Learning Framework for Detection of an Illicit Drug Abuser using Facial Image.- Pneumonia Detection on Chest X-Ray Using Machine Learning Paradigm.- A Quantitative Comparison on the Role of Parameter Selection for Regularization in GRAPPA Based Autocalibrating Parallel MRI .- Improving Image Quality and Convergence Rate of Perona-Malik Diffusion based Compressed Sensing MR Image Reconstruction by Gradient Correction.- Blind Quality Assessment of PFA affected Images based on Chromatic Eigenvalue Ratio.- Investigation on the Muzzle of a Pig as a Biometric for Breed Identification.