Practical OpenCV
Practical OpenCV is a hands-on project book that shows you how to get the best results from OpenCV, the open-source computer vision library. Computer vision is key to technologies like object recognition, shape detection, and depth estimation. OpenCV is an open-source library with over 2500 algorith...
| Autor principal: | |
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| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
New York :
Apress
2013.
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| Edición: | 1st ed. 2013. |
| Colección: | Technology in action series.
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| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009629628306719 |
Tabla de Contenidos:
- ""Contents at a Glance""; ""Contents""; ""About the Author""; ""About the Technical Reviewer""; ""Acknowledgments""; ""Part 1: Getting Comfortable""; ""Chapter 1: Introduction to Computer Vision and OpenCV""; ""Why Was This Book Written?""; ""OpenCV""; ""History of OpenCV""; ""Built-in Modules""; ""Summary""; ""Chapter 2: Setting up OpenCV on Your Computer""; ""Operating Systems""; ""Ubuntu""; ""Simple Install""; ""Customized Install (32-bit)""; ""Customized Install (64-bit)""; ""Checking the Installation""; ""Installing Without Superuser Privileges""
- ""Using an Integrated Development Environment""""Windows""; ""Mac OSX""; ""Summary""; ""Chapter 3: CV Bling�OpenCV Inbuilt Demos""; ""Camshift""; ""Stereo Matching""; ""Homography Estimation in Video""; ""Circle and Line Detection""; ""Image Segmentation""; ""Bounding Box and Circle""; ""Image Inpainting""; ""Summary""; ""Chapter 4: Basic Operations on Images and GUI Windows""; ""Displaying Images from Disk in a Window""; ""The cv::Mat Structure""; ""Creating a cv::Mat""; ""Accessing elements of a cv::Mat""; ""Expressions with cv::Mat""; ""Converting Between Color-spaces""
- ""GUI Track-Bars and Callback Functions""""Callback Functions""; ""ROIs: Cropping a Rectangular Portion out of an Image""; ""Region of Interest in an Image""; ""Accessing Individual Pixels of an Image""; ""Exercise""; ""Videos""; ""Displaying the Feed from Your Webcam or USB Camera/File""; ""Writing Videos to Disk""; ""Summary""; ""Part 2: Advanced Computer Vision Problems and Coding Them in OpenCV""; ""Chapter 5: Image Filtering""; ""Image Filters""; ""Blurring Images""; ""Resizing Images�Up and Down""; ""Eroding and Dilating Images""; ""Detecting Edges and Corners Efficiently in Images""
- ""Edges""""Canny Edges""; ""Corners""; ""Object Detector App""; ""Morphological Opening and Closing of Images to Remove Noise""; ""Summary""; ""Chapter 6: Shapes in Images""; ""Contours""; ""Point Polygon Test""; ""Hough Transform""; ""Detecting Lines with Hough Transform""; ""Detecting Circles with Hough Transform""; ""Generalized Hough Transform""; ""RANdom Sample Consensus (RANSAC)""; ""Bounding Boxes and Circles""; ""Convex Hulls""; ""Summary""; ""Chapter 7: Image Segmentation and Histograms""; ""Image Segmentation""; ""Simple Segmentation by Thresholding""; ""Floodfill""
- ""Watershed Segmentation""""GrabCut Segmentation""; ""Histograms""; ""Equalizing Histograms""; ""Histogram Backprojections""; ""Meanshift and Camshift""; ""Summary""; ""Chapter 8: Basic Machine Learning and Object �Detection Based on Keypoints""; ""Keypoints and Keypoint Descriptors: Introduction and Terminology""; ""General Terms""; ""How Does the Keypoint-Based Method Work?""; ""SIFT Keypoints and Descriptors""; ""Keypoint Detection and Orientation Estimation""; ""SIFT Keypoint Descriptors""; ""Matching SIFT Descriptors""; ""SURF Keypoints and Descriptors""; ""SURF Keypoint Detection""
- ""SURF Descriptor""
