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Proceedings of 3rd International Conference on Computer Vision and Image Processing [electronic resource] : CVIP 2018, Volume 1 / edited by Bidyut B. Chaudhuri, Masaki Nakagawa, Pritee Khanna, Sanjeev Kumar.

Contributor(s): Chaudhuri, Bidyut B [editor.] | Nakagawa, Masaki [editor.] | Khanna, Pritee [editor.] | Kumar, Sanjeev [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Advances in Intelligent Systems and Computing: 1022Publisher: Singapore : Springer Nature Singapore : Imprint: Springer, 2020Edition: 1st ed. 2020.Description: XII, 472 p. 193 illus., 146 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9789813290884.Subject(s): Signal processing | Computer vision | Biometric identification | Signal, Speech and Image Processing | Computer Vision | BiometricsAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 621.382 Online resources: Click here to access online
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. .
In: Springer Nature eBookSummary: 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.
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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. .

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.

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