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001442291 001__ 1442291
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001442291 019__ $$a1268114664$$a1287764020
001442291 020__ $$a9783030847609$$q(electronic bk.)
001442291 020__ $$a3030847608$$q(electronic bk.)
001442291 020__ $$z9783030847593$$q(print)
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001442291 0247_ $$a10.1007/978-3-030-84760-9$$2doi
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001442291 08204 $$a006.4/2$$223
001442291 1112_ $$aInternational Conference on Image Processing and Capsule Networks$$n(2nd :$$d2021 :$$cThailand)
001442291 24510 $$aSecond International Conference on Image Processing and Capsule Networks :$$bICIPCN 2021 /$$cJoy Iong-Zong Chen, João Manuel R. S. Tavares, Abdullah M. Iliyasu, Ke-Lin Du, editors.
001442291 2463_ $$aICIPCN 2021
001442291 264_1 $$aCham, Switzerland :$$bSpringer,$$c[2022]
001442291 300__ $$a1 online resource (xviii, 825 pages) :$$billustrations (some color)
001442291 336__ $$atext$$btxt$$2rdacontent
001442291 337__ $$acomputer$$bc$$2rdamedia
001442291 338__ $$aonline resource$$bcr$$2rdacarrier
001442291 347__ $$atext file
001442291 347__ $$bPDF
001442291 4901_ $$aLecture notes in networks and systems,$$x2367-3389 ;$$vvolume 300
001442291 500__ $$aIncludes author index.
001442291 5050_ $$aA Survey of Machine Learning Techniques Applied for Automatic Traffic Light Recognition -- Machine Learning based Detection and Classification of Heart Abnormalities -- An Evaluation of Multiclass Leaf Classification using Transfer Learning Techniques -- Scene Generated with Text guidance(VAAB System) -- Machine Learning Approaches for Image Quality Improvement -- Natural Disaster Prediction by using Image based Deep Learning and Machine Learning -- A Novel Multi-Objective Differential Evolution Algorithm for Clustering Data Streams -- An Algorithm for Pre-processing of Areca nut for Quality Classification -- An Effect of Binarization on Handwritten Digits Recognition by Hierarchical Neural Networks -- Deep Convolutional Neural Networks (CNNs) to Detect Abnormality in Musculoskeletal Radiographs.
001442291 506__ $$aAccess limited to authorized users.
001442291 520__ $$aThis book includes the papers presented in 2nd International Conference on Image Processing and Capsule Networks [ICIPCN 2021]. In this digital era, image processing plays a significant role in wide range of real-time applications like sensing, automation, health care, industries etc. Today, with many technological advances, many state-of-the-art techniques are integrated with image processing domain to enhance its adaptiveness, reliability, accuracy and efficiency. With the advent of intelligent technologies like machine learning especially deep learning, the imaging system can make decisions more and more accurately. Moreover, the application of deep learning will also help to identify the hidden information in volumetric images. Nevertheless, capsule network, a type of deep neural network, is revolutionizing the image processing domain; it is still in a research and development phase. In this perspective, this book includes the state-of-the-art research works that integrate intelligent techniques with image processing models, and also, it reports the recent advancements in image processing techniques. Also, this book includes the novel tools and techniques for deploying real-time image processing applications. The chapters will briefly discuss about the intelligent image processing technologies, which leverage an authoritative and detailed representation by delivering an enhanced image and video recognition and adaptive processing mechanisms, which may clearly define the image and the family of image processing techniques and applications that are closely related to the humanistic way of thinking.
001442291 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed September 21, 2021).
001442291 650_0 $$aImage processing$$xDigital techniques$$vCongresses.
001442291 650_6 $$aTraitement d'images$$xTechniques numériques$$vCongrès.
001442291 655_7 $$aConference papers and proceedings.$$2fast$$0(OCoLC)fst01423772
001442291 655_7 $$aConference papers and proceedings.$$2lcgft
001442291 655_7 $$aActes de congrès.$$2rvmgf
001442291 655_0 $$aElectronic books.
001442291 7001_ $$aChen, Joy Iong-Zong,$$eeditor.
001442291 7001_ $$aTavares, João Manuel R. S.,$$eeditor.
001442291 7001_ $$aIliyasu, Abdullah M.,$$eeditor.
001442291 7001_ $$aDu, K.-L.,$$eeditor.
001442291 77608 $$iPrint version:$$aInternational Conference on Image Processing and Capsule Networks (2nd : 2021 : Thailand).$$tSecond International Conference on Image Processing and Capsule Networks.$$dCham, Switzerland : Springer, [2022]$$z3030847594$$z9783030847593$$w(OCoLC)1260131724
001442291 830_0 $$aLecture notes in networks and systems ;$$vv. 300.
001442291 852__ $$bebk
001442291 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-84760-9$$zOnline Access$$91397441.1
001442291 909CO $$ooai:library.usi.edu:1442291$$pGLOBAL_SET
001442291 980__ $$aBIB
001442291 980__ $$aEBOOK
001442291 982__ $$aEbook
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