LEADER 04890nam 22007335 450 001 996466108903316 005 20200704021412.0 010 $a3-540-32760-6 024 7 $a10.1007/11682110 035 $a(CKB)1000000000232854 035 $a(SSID)ssj0000320651 035 $a(PQKBManifestationID)11256860 035 $a(PQKBTitleCode)TC0000320651 035 $a(PQKBWorkID)10249580 035 $a(PQKB)10664284 035 $a(DE-He213)978-3-540-32760-8 035 $a(MiAaPQ)EBC3067672 035 $a(PPN)123132150 035 $a(EXLCZ)991000000000232854 100 $a20101025d2006 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aVOCUS: A Visual Attention System for Object Detection and Goal-Directed Search$b[electronic resource] /$fby Simone Frintrop 205 $a1st ed. 2006. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2006. 215 $a1 online resource (XIV, 216 p.) 225 1 $aLecture Notes in Artificial Intelligence ;$v3899 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-540-32759-2 320 $aIncludes bibliographical references and index. 327 $a1 Introduction -- 2 Background on Visual Attention -- 3 State of the Art of Computational Attention Systems -- 4 The Visual Attention System VOCUS: Bottom-Up Part -- 5 The Visual Attention System VOCUS: Top-Down Extension -- 6 Sensor Fusion -- 7 Attentive Classification -- 8 Conclusion -- A Basics of Computer Vision -- B The Viola-Jones Classifier -- C Explanation of Color Figures. 330 $aObject detection and recognition is a topic of significant interest in computer and robot vision. It is required in most applications of computational vision, for example, biometric systems, medical imaging, intelligent cars, factory automation, and image databases. One of the major challenges in designing object recognition systems is to construct methods that are fast and capable of operating on standard computer platforms. The more developed such systems become, the more urgent becomes the need for a pre-selection system that enables subsequent processing to focus only on relevant data. One mechanism to achieve this is visual attention: it selects regions in a visual scene that are most likely to contain objects of interest. The field of visual attention is currently the focus of much research for both biological and artificial systems. This monograph presents a complete computational system for visual attention and object detection: VOCUS (Visual Object detection with a CompUtational attention System) is a system capable of automatically selecting regions of interest in images and detecting specific objects. It represents a major step forward on integrating data-driven and model-driven information into a single framework. Additionally, the volume contains an extensive review of the literature on visual attention, detailed evaluations of VOCUS in different settings, and applications of the system in the context of object recognition and robotics. 410 0$aLecture Notes in Artificial Intelligence ;$v3899 606 $aArtificial intelligence 606 $aOptical data processing 606 $aPattern recognition 606 $aComputer graphics 606 $aAlgorithms 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics$3https://scigraph.springernature.com/ontologies/product-market-codes/I22005 606 $aImage Processing and Computer Vision$3https://scigraph.springernature.com/ontologies/product-market-codes/I22021 606 $aPattern Recognition$3https://scigraph.springernature.com/ontologies/product-market-codes/I2203X 606 $aComputer Graphics$3https://scigraph.springernature.com/ontologies/product-market-codes/I22013 606 $aAlgorithm Analysis and Problem Complexity$3https://scigraph.springernature.com/ontologies/product-market-codes/I16021 615 0$aArtificial intelligence. 615 0$aOptical data processing. 615 0$aPattern recognition. 615 0$aComputer graphics. 615 0$aAlgorithms. 615 14$aArtificial Intelligence. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 24$aImage Processing and Computer Vision. 615 24$aPattern Recognition. 615 24$aComputer Graphics. 615 24$aAlgorithm Analysis and Problem Complexity. 676 $a629.8/92637 700 $aFrintrop$b Simone$4aut$4http://id.loc.gov/vocabulary/relators/aut$0508813 906 $aBOOK 912 $a996466108903316 996 $aVOCUS: A Visual Attention System for Object Detection and Goal-Directed Search$9772016 997 $aUNISA