Cargando…

1st International Conference on Computer Vision and Image Processing

This edited volume contains technical contributions in the field of computer vision and image processing presented at the First International Conference on Computer Vision and Image Processing (CVIP 2016). The contributions are thematically divided based on their relation to operations at the lower,...

Descripción completa

Detalles Bibliográficos
Autores principales: Raman, Balasubramanian, Kumar, Sanjeev, Roy, Partha, Sen, Debashis
Lenguaje:eng
Publicado: Springer 2017
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-981-10-2104-6
https://dx.doi.org/10.1007/978-981-10-2107-7
http://cds.cern.ch/record/2240902
_version_ 1780953132755320832
author Raman, Balasubramanian
Kumar, Sanjeev
Roy, Partha
Sen, Debashis
author_facet Raman, Balasubramanian
Kumar, Sanjeev
Roy, Partha
Sen, Debashis
author_sort Raman, Balasubramanian
collection CERN
description This edited volume contains technical contributions in the field of computer vision and image processing presented at the First International Conference on Computer Vision and Image Processing (CVIP 2016). The contributions are thematically divided based on their relation to operations at the lower, middle and higher levels of vision systems, and their applications. The technical contributions in the areas of sensors, acquisition, visualization and enhancement are classified as related to low-level operations. They discuss various modern topics – reconfigurable image system architecture, Scheimpflug camera calibration, real-time autofocusing, climate visualization, tone mapping, super-resolution and image resizing. The technical contributions in the areas of segmentation and retrieval are classified as related to mid-level operations. They discuss some state-of-the-art techniques – non-rigid image registration, iterative image partitioning, egocentric object detection and video shot boundary detection. The technical contributions in the areas of classification and retrieval are categorized as related to high-level operations. They discuss some state-of-the-art approaches – extreme learning machines, and target, gesture and action recognition. A non-regularized state preserving extreme learning machine is presented for natural scene classification. An algorithm for human action recognition through dynamic frame warping based on depth cues is given. Target recognition in night vision through convolutional neural network is also presented. Use of convolutional neural network in detecting static hand gesture is also discussed. Finally, the technical contributions in the areas of surveillance, coding and data security, and biometrics and document processing are considered as applications of computer vision and image processing. They discuss some contemporary applications. A few of them are a system for tackling blind curves, a quick reaction target acquisition and tracking system, an algorithm to detect for copy-move forgery based on circle block, a novel visual secret sharing scheme using affine cipher and image interleaving, a finger knuckle print recognition system based on wavelet and Gabor filtering, and a palmprint recognition based on minutiae quadruplets.
id cern-2240902
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2017
publisher Springer
record_format invenio
spelling cern-22409022021-04-22T06:38:35Zdoi:10.1007/978-981-10-2104-6doi:10.1007/978-981-10-2107-7http://cds.cern.ch/record/2240902engRaman, BalasubramanianKumar, SanjeevRoy, ParthaSen, Debashis1st International Conference on Computer Vision and Image Processing1st International Conference on Computer Vision and Image ProcessingEngineeringThis edited volume contains technical contributions in the field of computer vision and image processing presented at the First International Conference on Computer Vision and Image Processing (CVIP 2016). The contributions are thematically divided based on their relation to operations at the lower, middle and higher levels of vision systems, and their applications. The technical contributions in the areas of sensors, acquisition, visualization and enhancement are classified as related to low-level operations. They discuss various modern topics – reconfigurable image system architecture, Scheimpflug camera calibration, real-time autofocusing, climate visualization, tone mapping, super-resolution and image resizing. The technical contributions in the areas of segmentation and retrieval are classified as related to mid-level operations. They discuss some state-of-the-art techniques – non-rigid image registration, iterative image partitioning, egocentric object detection and video shot boundary detection. The technical contributions in the areas of classification and retrieval are categorized as related to high-level operations. They discuss some state-of-the-art approaches – extreme learning machines, and target, gesture and action recognition. A non-regularized state preserving extreme learning machine is presented for natural scene classification. An algorithm for human action recognition through dynamic frame warping based on depth cues is given. Target recognition in night vision through convolutional neural network is also presented. Use of convolutional neural network in detecting static hand gesture is also discussed. Finally, the technical contributions in the areas of surveillance, coding and data security, and biometrics and document processing are considered as applications of computer vision and image processing. They discuss some contemporary applications. A few of them are a system for tackling blind curves, a quick reaction target acquisition and tracking system, an algorithm to detect for copy-move forgery based on circle block, a novel visual secret sharing scheme using affine cipher and image interleaving, a finger knuckle print recognition system based on wavelet and Gabor filtering, and a palmprint recognition based on minutiae quadruplets.Springeroai:cds.cern.ch:22409022017
spellingShingle Engineering
Raman, Balasubramanian
Kumar, Sanjeev
Roy, Partha
Sen, Debashis
1st International Conference on Computer Vision and Image Processing
title 1st International Conference on Computer Vision and Image Processing
title_full 1st International Conference on Computer Vision and Image Processing
title_fullStr 1st International Conference on Computer Vision and Image Processing
title_full_unstemmed 1st International Conference on Computer Vision and Image Processing
title_short 1st International Conference on Computer Vision and Image Processing
title_sort 1st international conference on computer vision and image processing
topic Engineering
url https://dx.doi.org/10.1007/978-981-10-2104-6
https://dx.doi.org/10.1007/978-981-10-2107-7
http://cds.cern.ch/record/2240902
work_keys_str_mv AT ramanbalasubramanian 1stinternationalconferenceoncomputervisionandimageprocessing
AT kumarsanjeev 1stinternationalconferenceoncomputervisionandimageprocessing
AT roypartha 1stinternationalconferenceoncomputervisionandimageprocessing
AT sendebashis 1stinternationalconferenceoncomputervisionandimageprocessing