Computer Vision and Image Processing : 5th International Conference, CVIP 2020, Prayagraj, India, December 4-6, 2020, Revised Selected Papers, Part III / edited by Satish Kumar Singh, Partha Roy, Balasubramanian Raman, P. Nagabhushan.

Format:

Book

Contributor:

Singh, Satish Kumar., Editor.

Roy, Partha, Editor.

Raman, Balasubramanian, Editor.

Nagabhushan, P., Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

Communications in computer and information science 1865-0937 ; 1378

Communications in Computer and Information Science, 1865-0937 ; 1378

Language:

English

Subjects (All):

Image processing-Digital techniques.

Computer vision.

Artificial intelligence.

Computer engineering.

Computer networks.

Computers.

Computer systems.

Social sciences-Data processing.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Artificial Intelligence.

Computer Engineering and Networks.

Computing Milieux.

Computer System Implementation.

Computer Application in Social and Behavioral Sciences.

Local Subjects:

Computer Imaging, Vision, Pattern Recognition and Graphics.

Artificial Intelligence.

Computer Engineering and Networks.

Computing Milieux.

Computer System Implementation.

Computer Application in Social and Behavioral Sciences.

Physical Description:

1 online resource (XIV, 543 pages) : 274 illustrations, 221 illustrations in color.

Edition:

1st ed. 2021.

Contained In:

Springer Nature eBook

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2021.

System Details:

text file PDF

Summary:

This three-volume set (CCIS 1367-1368) constitutes the refereed proceedings of the 5th International Conference on Computer Vision and Image Processing, CVIP 2020, held in Prayagraj, India, in December 2020. Due to the COVID-19 pandemic the conference was partially held online. The 134 papers papers were carefully reviewed and selected from 352 submissions. The papers present recent research on such topics as biometrics, forensics, content protection, image enhancement/super-resolution/restoration, motion and tracking, image or video retrieval, image, image/video processing for autonomous vehicles, video scene understanding, human-computer interaction, document image analysis, face, iris, emotion, sign language and gesture recognition, 3D image/video processing, action and event detection/recognition, medical image and video analysis, vision-based human GAIT analysis, remote sensing, and more.

Contents:

U-Net-Based Approach for Segmentation of Tables from Scanned Pages

Air Writing: Tracking and Tracing

Mars Surface Multi-Decadal Change Detection using ISRO's Mars Color Camera (MCC) and Viking Orbiter Images

Deep Over and Under Exposed Region Detection

DeepHDR-GIF: Capturing Motion in High Dynamic Range Scenes

Camera Based Parking Slot Detection For Autonomous Parking

Hard-Mining Loss based Convolutional Neural Network for Face Recognition

Domain Adaptive Egocentric Person Re-identification

Scene Text recognition in the wild with motion deblurring using deep networks

Vision based Autonomous Drone Navigation through enclosed spaces

Deep Learning-based Smart Parking Management System and Business Model

Design and Implementation of Motion Envelope for a Moving Object using Kinect for Windows

Software Auto Trigger Recording for Super Slow Motion Videos using Statistical Change Detection

Using Class Activations to Investigate Semantic Segmentation

Few Shots Learning: Caricature to Image Recognition using Improved Relation Network

Recognition of Adavus in Bharatanatyam Dance

Digital Borders: Design of an Animal Intrusion Detection System based on Deep Learning

Automatic On-Road Object Detection in LiDAR-Point Cloud Data using Modified VoxelNet Architecture

On the Performance of Convolutional Neural Networks under High and Low Frequency Information

A Lightweight Multi-Label Image Classification Model Based on Inception Module

Computer Vision based Animal Collision Avoidance Framework for Autonomous Vehicles

L2PF - Learning to Prune Faster

Efficient Ensemble Sparse Convolutional Neural Networks with Dynamic Batch Size

Inferring Semantic Object Affordances from Videos

An Unsupervised Approach for Estimating Depth of Outdoor Scenes from Monocular Image

Age and Gender Prediction using Deep CNNs and Transfer Learning

One Shot Learning Based Human Tracking in Multiple Surveillance Cameras

Fast road sign detection and recognition using colour-based thresholding

Dimensionality Reduction by Consolidated Sparse Representation and Fisher Criterion with Initialization for Recognition

Deep Learning and Density Based Clustering Methods for Road Traffic Prediction

Deep learning based Stabbing Action Detection in ATM Kiosks for intelligent Video Surveillance Applications

An algorithm for semantic vectorization of video scenes

Applications to Retrieval and Anomaly detection

Meta-tracking and Dominant Motion Patterns at the Macroscopic Crowd Level

Digital Video Encryption by Quasigroup on System on Chip (SoC)

Detection based Multipath Correlation Filter for Visual Object Tracking

Graph-based depth estimation in a monocular image using constrained 3D wireframe models

AE-CNN based Supervised Image Classification

Ensemble based Graph Convolutional Network for Semi supervised learning

Regularized Deep Convolutional Generative Adversarial Network

A Novel Approach for Video Captioning based on Semantic Cross Embedding and Skip-Connection

Dual Segmentation Technique for Road Extraction on Unstructured Roads for Autonomous Mobile Robots

Edge based Robust and Secure Perceptual Hashing Framework

Real-Time Driver Drowsiness Detection Using GRU with CNN Features

Detection of Concave Points in Closed Object Boundaries Aiming at Separation of Overlapped Objects

High Performance Ensembled Convolutional Neural Network for Plant Species Recognition.

Other Format:

Printed edition:

ISBN:

978-981-16-1103-2

9789811611032

Access Restriction:

Restricted for use by site license.