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001 978-3-031-20541-5
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008 230227s2023 sz | s |||| 0|eng d
020 _a9783031205415
_9978-3-031-20541-5
050 4 _aTK5101-5105.9
072 7 _aTJK
_2bicssc
072 7 _aTEC041000
_2bisacsh
072 7 _aTJK
_2thema
082 0 4 _a621.382
_223
245 1 0 _aSmart Computer Vision
_h[electronic resource] /
_cedited by B. Vinoth Kumar, P. Sivakumar, B. Surendiran, Junhua Ding.
250 _a1st ed. 2023.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2023.
300 _aX, 358 p. 169 illus., 141 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aEAI/Springer Innovations in Communication and Computing,
_x2522-8609
500 _aAcceso multiusuario
505 0 _aChapter 1: A Systematic Review on Machine Learning based Sports Video Summarization Techniques -- Chapter 2: Shot Boundary Detection from Lecture Video Sequences using Histogram of Oriented Gradients and Radiometric Correlation -- Chapter 3: Detection of Road Potholes using Computer Vision and Machine Learning Approaches to Assist the Visually Challenged -- Chapter 4: Shape Feature Extraction Techniques for Computer Vision Applications -- Chapter 5: GLCM Feature Based Texture image classification using Machine learning algorithms -- Chapter 6: Progress in Multimodal Affective Computing: From Machine Learning to Deep Learning -- Chapter 7: Content based Image Retrieval using Deep features and Hamming Distance -- Chapter 8: Bio Inspired CNN approach for diagnosing COVID-19 using images of Chest X-ray -- Chapter 9: Initial Stage Identification of Covid-19 using Capsule Networks -- Chapter 10: Deep Learning in Auto Encoder Framework and Shape Prior for Hand Gesture Recognition -- Chapter 11: Hierarchical based Semantic segmentation of 3D point cloud using deep learning -- Chapter 12: Convolution Neural Network and Auto-Encoder hybrid scheme for Automatic Colorization of Gray-Scale images -- Chapter 13: Deep learning based Open Set Domain Hyper spectral Image Classification using dimension reduced spectral features -- Chapter 14: An Effective Diabetic Retinopathy Detection using Hybrid Convolutional Neural Network Models -- Chapter 15: Modified Discrete Differential Evolution with Neighbourhood Approach for Grayscale Image Enhancement -- Chapter 16: Swarm-based methods applied to computer vision.
520 _aThis book addresses and disseminates research and development in the applications of intelligent techniques for computer vision, the field that works on enabling computers to see, identify, and process images in the same way that human vision does, and then providing appropriate output. The book provides contributions which include theory, case studies, and intelligent techniques pertaining to computer vision applications. The book helps readers grasp the essence of the recent advances in this complex field. The audience includes researchers, professionals, practitioners, and students from academia and industry who work in this interdisciplinary field. The authors aim to inspire future research both from theoretical and practical viewpoints to spur further advances in the field. Introduction to theoretical foundations and practical solution techniques for computer vision applications; Includes a variety of case studies emphasizing social and research perspectives in computer vision; Features contributors form industry, academia, and researchers with a variety of perspectives.
541 _fUABC ;
_cPerpetuidad
650 0 _aTelecommunication.
650 0 _aComputer vision.
650 0 _aComputational intelligence.
650 0 _aArtificial intelligence.
650 1 4 _aCommunications Engineering, Networks.
650 2 4 _aComputer Vision.
650 2 4 _aComputational Intelligence.
650 2 4 _aArtificial Intelligence.
700 1 _aKumar, B. Vinoth.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aSivakumar, P.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aSurendiran, B.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aDing, Junhua.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031205408
776 0 8 _iPrinted edition:
_z9783031205422
776 0 8 _iPrinted edition:
_z9783031205439
830 0 _aEAI/Springer Innovations in Communication and Computing,
_x2522-8609
856 4 0 _zLibro electrónico
_uhttp://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-3-031-20541-5
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cLIBRO_ELEC
999 _c260988
_d260987