OpenCV Essentials

Acquire, process, and analyze visual content to build full-fledged imaging applications using OpenCV

Häftad, Engelska, 2014

380 kr

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Beskrivning

Key FeaturesBook DescriptionThis book is intended for C++ developers who want to learn how to implement the main techniques of OpenCV and get started with it quickly. Working experience with computer vision / image processing is expected.What you will learnExplore advanced image processing techniques such as the retina algorithm, morphing, and color transferCreate programs using advanced segmentation tools such as the new connectedComponents and connectedComponentsWithStats functionsUse flood filling along with the watershed transform to obtain better segmentationsExplore the new powerful KAZE featuresUse advanced videobased background/foreground segmentation for class BackgroundSubtractor and ECCbased warpingLeverage the available object detection frameworks and the new scene text detection functionalityGet a grasp of advanced topics such as machine learning and GPU optimizationWho this book is for

Produktinformation

Utgivningsdatum:2014-08-25
Mått:191 x 235 x 12 mm
Vikt:410 g
Format:Häftad
Språk:Engelska
Antal sidor:214
Förlag:Packt Publishing Limited
ISBN:9781783984244

Utforska kategorier

Systemvetenskap och AI inom Data och IT

Mer om författaren

Oscar Deniz Suarez's research interests are mainly focused on computer vision and pattern recognition. He is the author of more than 50 refereed papers in journals and conferences. He received the runner-up award for the best PhD work on computer vision and pattern recognition by AERFAI and the Image File and Reformatting Software Challenge Award by Innocentive Inc. He has been a national finalist for the 2009 Cor Baayen award. His work is used by cutting-edge companies, such as Existor, Gliif, Tapmedia, E-Twenty, and others, and has also been added to OpenCV. Currently, he works as an associate professor at the University of Castilla-La Mancha and contributes to VISILAB. He is a senior member of IEEE and is affiliated with AAAI, SIANI, CEA-IFAC, AEPIA, and AERFAI-IAPR. He serves as an academic editor of the PLoS ONE journal. He has been a visiting researcher at Carnegie Mellon University, Imperial College London, and Leica Biosystems. He has coauthored two books on OpenCV previously.

Innehållsförteckning

Table of ContentsGetting StartedWe Will Need to See Something: Graphical User InterfacesFirst Things First: Image processingWhat?s In the Image: SegmentationFocusing On the Interesting: 2D featuresWhere?s Wally?: Object detectionWhat Is He Doing?: MotionAdvanced topics

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