Arduino computer vision programming : design and develop real-world computer vision applications with the powerful combination of OpenCV and Arduino /: design and develop real-world computer vision applications with the powerful combination of OpenCV and Arduino. (2015)

• Record Type: Book
• Other Titles: Design and develop real-world computer vision applications with the powerful combination of OpenCV and Arduino
• Further Information: Note: Özen Özkaya, Giray Yıllıkçı.
• Authors: Özkaya, Özen; Yıllıkçı, Giray
• Contents: Cover ; Copyright; Credits; About the Authors; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: General Overview of Computer Vision Systems ; Introducing computer vision systems; Approaching computer vision problems; Data acquisition; Preprocessing; Feature extraction by image processing; Post-processing and post-filtering; Recognition or detection; Acting in the real world; Connecting the pieces; Summary; Chapter 2: Fundamentals and Installation of OpenCV ; Fundamentals of OpenCV; The installation of OpenCV; Installing OpenCV on Linux Installing and configuring packagesUsing OpenCV with Eclipse CDT; Installing OpenCV on Mac OS; Getting command-line tools; Installing HomeBrew; Using OpenCV in Xcode; Installing OpenCV on Windows; Installing MS Visual Studio 2013; OpenCV on iOS; OpenCV on Android; Installing OpenCV4Android; Eclipse integration; Running samples; Summary; Chapter 3: Data Acquisition with OpenCV and Arduino ; Image and video acquisition; Camera selection; Resolution; Color capabilities; Frame rate; 2D or 3D; Communication interface; Image acquisition; Reading a static image; Taking a snapshot from a webcam Getting a video stream from the webcamInteraction with Kinect; Integration of Kinect with OpenCV; Sensor data acquisition; Setting up an Arduino environment; Fundamentals of sensors; Sensor types; Sampling theorem; Dealing with noise; Reading data from the temperature sensor; Summary; Chapter 4: Filtering Data with OpenCV ; Getting started with filtering; 2D convolution; Spatial domain filtering; Smoothing; Sharpening; Color conversions; Grayscale; Binary; Constant thresholding; Adaptive thresholding; Morphological filters; Erosion and dilation; Erosion; Dilation; Opening and closing; Closing OpeningGradients and edge detection; The Canny edge detector; Laplacian of Gaussian filter; Sobel; Custom filtering; Histogram equalization; Chapter project; Summary; Chapter 5: Processing Vision Data with OpenCV ; Extracting features; Using basic statistics; Using color features; Using template matching features; Using contours; Using the convex hull; Using moments; Using the Hough transform; Using corners; Using SIFT; Using SURF; Using ORB; Using blob analysis; Summary; Chapter 6: Recognition with OpenCV ; Building applications which can think; Template matching; Feature matching FLANN-based matchingUsing cascade classifiers; Using support vector machines; Summary; Chapter 7: Communicating with Arduino Using OpenCV ; Communicating with Arduino; Wired communications; Communicating via USB; Communicating via the serial port; Communicating via Ethernet; Wireless communications; Communicating via Bluetooth Low Energy; Communicating via ZigBee; Communicating via Wi-Fi; Communicating via radio frequency; Communicating with Java; Communicating with C++; Summary; Chapter 8: Acting in the Real World with Arduino ; Interfacing electric motors; Driving DC motors
• Publisher Details: Birmingham, UK : Packt Publishing
• Publication Date: 2015
• Extent: 1 online resource (1 volume), illustrations
• Subjects: 629.8/9; COMPUTERS -- Hardware -- General; Arduino (Programmable controller); Computer vision; TECHNOLOGY & ENGINEERING / Engineering (General); Arduino (Programmable controller); Computer vision; Electronic books; Electronic books; Electronic books
• Languages: English
• ISBNs: 9781782174288; 1782174281
• Related ISBNs: 9781783552627; 178355262X
• Notes: Note: Description based on online resource; title from cover page (Safari, viewed September 28, 2015).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.