Applications of Hybrid Metaheuristic Algorithms for Image Processing. (2020)

• Record Type: Book
• Further Information: Note: Diego Oliva, Salvador Hinojosa.
• Editors: Oliva, Diego; Hinojosa, Salvador
• Contents: Segmentation 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 Of The 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.
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Copyright Date: 2020
• Extent: 1 online resource (490 pages)
• Subjects: Engineering; Computational intelligence; Artificial intelligence; Signal processing; Image processing; Speech processing systems; Computers -- Intelligence (AI) & Semantics; Technology & Engineering -- Electronics -- General; Artificial intelligence; Imaging systems & technology; Technology & Engineering -- Engineering (General)
• Languages: English
• ISBNs: 9783030409777
• Related ISBNs: 9783030409760
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.