LEADER 02902nam 22005295 450 001 9910483939403321 005 20230712195134.0 010 $a3-030-12195-X 024 7 $a10.1007/978-3-030-12195-2 035 $a(CKB)4100000007598269 035 $a(DE-He213)978-3-030-12195-2 035 $a(MiAaPQ)EBC5941375 035 $a(PPN)243769113 035 $a(EXLCZ)994100000007598269 100 $a20190129d2020 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aComputer Vision Methods for Fast Image Classi?cation and Retrieval /$fby Rafa? Scherer 205 $a1st ed. 2020. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2020. 215 $a1 online resource (IX, 137 p. 85 illus., 55 illus. in color.) 225 1 $aStudies in Computational Intelligence,$x1860-9503 ;$v821 311 $a3-030-12194-1 320 $aIncludes bibliographical references. 327 $aPreface -- Chapter 1. Introduction -- Chapter 2. Feature Detection -- Chapter 3. Image Indexing Techniques -- Chapter 4. Novel Methods for Image Description -- Chapter 5. Image Retrieval and Classi?cation in Relational Databases etc. 330 $aThe book presents selected methods for accelerating image retrieval and classification in large collections of images using what are referred to as ?hand-crafted features.? It introduces readers to novel rapid image description methods based on local and global features, as well as several techniques for comparing images. Developing content-based image comparison, retrieval and classification methods that simulate human visual perception is an arduous and complex process. The book?s main focus is on the application of these methods in a relational database context. The methods presented are suitable for both general-type and medical images. Offering a valuable textbook for upper-level undergraduate or graduate-level courses on computer science or engineering, as well as a guide for computer vision researchers, the book focuses on techniques that work under real-world large-dataset conditions. 410 0$aStudies in Computational Intelligence,$x1860-9503 ;$v821 606 $aComputational intelligence 606 $aComputer vision 606 $aComputational Intelligence 606 $aComputer Vision 615 0$aComputational intelligence. 615 0$aComputer vision. 615 14$aComputational Intelligence. 615 24$aComputer Vision. 676 $a006.37 700 $aScherer$b Rafa?$4aut$4http://id.loc.gov/vocabulary/relators/aut$0927859 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910483939403321 996 $aComputer Vision Methods for Fast Image Classi?cation and Retrieval$92084620 997 $aUNINA