LEADER 04874nam 22006015 450 001 9910485011103321 005 20251113210626.0 010 $a9783030409777 010 $a3030409775 024 7 $a10.1007/978-3-030-40977-7 035 $a(CKB)4100000010770846 035 $a(MiAaPQ)EBC6302040 035 $a(DE-He213)978-3-030-40977-7 035 $a(PPN)243225784 035 $a(EXLCZ)994100000010770846 100 $a20200327d2020 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aApplications of Hybrid Metaheuristic Algorithms for Image Processing /$fedited by Diego Oliva, Salvador Hinojosa 205 $a1st ed. 2020. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2020. 215 $a1 online resource (486 pages) 225 1 $aStudies in Computational Intelligence,$x1860-9503 ;$v890 311 08$a9783030409760 311 08$a3030409767 327 $aSegmentation Of Thermal Images By Means Of Metaheuristic Algorithms, For Failure Detection And Preventive Maintenance Of Electronic Systems -- A Survey on Image Processing for Hyperspectral and Remote Sensing Images -- Hybrid Grey-Wolf Optimizer Based Fractional Order Optimal Filtering for Texture Aware Quality Enhancement for Remotely Sensed Images -- Robust K- Means Technique For Band Reduction On Hyperspectral Image Segmentation -- Ethnic Characterization In Amalgamated People For Airport Security Using A Repository Of Images And Pigeon-Inspired Optimization (Pio) Algorithm For The Improvement Of Their Results} -- Multi-Level Image Thresholding Segmentation Using Non-Local Means 2d Histogram And Metaheuristics Algorithms -- Comparison Of Metaheuristic Methods For Template Matching -- Novel Feature Extraction Strategies Supporting 2d Shape Description And Retrieval -- Clustering Data Using Techniques Of Image Processing Erode And Dilate To Avoid The Use Of Euclidian Distance -- Estimation OfThe Homography Matrix To Image Stitching -- Active Contour Model in Deep Learning Era: A Revise and Review -- Comparison of Evolutionary Techniques for Car Accident Prediction -- Salp Swarm Algorithm: A Comprehensive Review -- Segmentation Of Magnetic Resonance Brain Images Through The Self-Adaptive Differential Evolution Algorithm And The Minimum Cross-Entropy Criterion -- Automatic Detection Of Malignant Masses In Digital Mammograms Based On A Mcet-Hho Approach -- Cancer Cell Prediction using Machine Learning and Evolutionary Algorithms -- Meta Heuristic Approach of RMDL Classification of Parkinson's disease -- Fuzzy- Crow Search Optimization for Medical Image Segmentation -- Intelligent System For The Visual Support Of Caloric Intake Of Food In Inhabitants Of A Smart City Using A Deep Learning Model -- Image Thresholding with Metaheuristic Algorithms for Cerebral Injuries -- Generative Adversarial Network And Retinal Image Segmentation. 330 $aThis book presents a collection of the most recent hybrid methods for image processing. The algorithms included consider evolutionary, swarm, machine learning and deep learning. The respective chapters explore different areas of image processing, from image segmentation to the recognition of objects using complex approaches and medical applications. The book also discusses the theory of the methodologies used to provide an overview of the applications of these tools in image processing. The book is primarily intended for undergraduate and postgraduate students of science, engineering and computational mathematics, and can also be used for courses on artificial intelligence, advanced image processing, and computational intelligence. Further, it is a valuable resource for researchers from the evolutionary computation, artificial intelligence and image processing communities. 410 0$aStudies in Computational Intelligence,$x1860-9503 ;$v890 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aSignal processing 606 $aComputational Intelligence 606 $aArtificial Intelligence 606 $aSignal, Speech and Image Processing 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 0$aSignal processing. 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 615 24$aSignal, Speech and Image Processing. 676 $a621.367 702 $aOliva$b Diego$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aHinojosa$b Salvador$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910485011103321 996 $aApplications of Hybrid Metaheuristic Algorithms for Image Processing$92846387 997 $aUNINA