| Description |
1 online resource (1 volume) : illustrations |
| Series |
Community experience distilled |
|
Community experience distilled.
|
| Note |
Includes index. |
| Contents |
""Cover""; ""Copyright""; ""Credits""; ""About the Authors""; ""About the Reviewers""; ""www.PacktPub.com""; ""Table of Contents""; ""Preface""; ""Chapter 1: Applying Effects to Images""; ""Getting started""; ""Setting up OpenCV""; ""Storing images in OpenCV""; ""Linear filters in OpenCV""; ""The mean blur method""; ""The Gaussian blur method""; ""The median blur method""; ""Creating custom kernels""; ""Morphological operations""; ""Dilation""; ""Erosion""; ""Thresholding""; ""Adaptive thresholding""; ""Summary""; ""Chapter 2: Detecting Basic Features in Images""; ""Creating our application"" |
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""Edge and Corner detection""""The Difference of Gaussian technique""; ""The Canny Edge detector""; ""The Sobel operator""; ""Harris Corner detection""; ""Hough transformations""; ""Hough lines""; ""Hough circles""; ""Contours""; ""Project � detecting a Sudoku puzzle in an image""; ""Summary""; ""Chapter 3: Detecting Objects""; ""What are features?""; ""Scale Invariant Feature Transform""; ""Understanding how SIFT works""; ""Scale-space extrema detection""; ""Keypoint localization""; ""Orientation assignment""; ""Keypoint descriptor""; ""SIFT in OpenCV"" |
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""Matching features and detecting objects""""Brute-force matcher""; ""FLANN based matcher""; ""Matching the points""; ""Detecting objects""; ""Speeded Up Robust Features (SURF)""; ""SURF detector""; ""SURF descriptor""; ""SURF in OpenCV""; ""Oriented FAST and Rotated BRIEF""; ""oFAST � FAST keypoint orientation""; ""FAST detector""; ""Orientation by intensity centroid""; ""rBRIEF � Rotation-aware brief""; ""Steered BRIEF""; ""Variance and correlation""; ""ORB in OpenCV""; ""Binary Robust Invariant Scalable Keypoints""; ""Scale-space keypoint detection""; ""Keypoint description"" |
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""Sampling pattern and rotation estimation""""Building the descriptor""; ""BRISK In OpenCV""; ""Fast Retina Keypoint""; ""A retinal sampling pattern""; ""A coarse-to-fine descriptor""; ""Saccadic search""; ""Orientation""; ""FREAK in OpenCV""; ""Summary""; ""Chapter 4: Drilling Deeper into Object Detection � Using Cascade Classifiers""; ""An introduction to cascade classifiers""; ""Haar cascades""; ""LBP cascades""; ""Face detection using the cascade classifier""; ""HOG descriptors""; ""Project � Happy Camera""; ""Summary""; ""Chapter 5: Tracking Objects in Videos""; ""Optical flow"" |
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""The Horn and Schunck method""""The Lucas and Kanade method""; ""Checking out the optical flow on Android""; ""Image pyramids""; ""Gaussian pyramids""; ""Laplacian pyramids""; ""Gaussian and Laplacian pyramids in OpenCV""; ""Basic 2D transformations""; ""Global motion estimation""; ""The Kanade-Lucas-Tomasi tracker""; ""Checking out the KLT tracker on OpenCV""; ""Summary""; ""Chapter 6: Working with Image Alignment and Stitching""; ""Image stitching""; ""Feature detection and matching""; ""Image matching""; ""Homography estimation using RANSAC"" |
| Summary |
If you are a Java and Android developer looking to enhance your skills by learning the latest features of OpenCV Android application programming, then this book is for you. |
| Subject |
Android (Electronic resource)
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|
Android (Electronic resource) |
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Mobile apps -- Development.
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Computer programming.
|
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Applications mobiles -- Développement. |
|
Programmation (Informatique) |
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computer programming. |
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Computer programming |
| Added Author |
Thakkar, Nisarg, author.
|
| Added Title |
Master the art of implementing computer vision algorithms on Android platforms to build robust and efficient applications |
| Other Form: |
Print version: Kapur, Salil. Mastering OpenCV Android application programming : master the art of implementing computer vision algorithms on Android platforms to build robust and efficient applications. Birmingham, England ; Mumbai, [India] : Packt Publishing, ©2015 viii, 195 pages 9781783988204 |
| ISBN |
1783988215 |
|
9781783988211 (electronic bk.) |
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