OpenCV 3 blueprints :: expand your knowledge of computer vision by building amazing projects with OpenCV 3 /
Expand your knowledge of computer vision by building amazing projects with OpenCV 3 About This Book Build computer vision projects to capture high-quality image data, detect and track objects, process the actions of humans or animals, and much more Discover practical and interesting innovations in c...
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| Hauptverfasser: | , , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Birmingham, UK :
Packt Publishing,
[2015]
|
| Schriftenreihe: | Community experience distilled.
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | Expand your knowledge of computer vision by building amazing projects with OpenCV 3 About This Book Build computer vision projects to capture high-quality image data, detect and track objects, process the actions of humans or animals, and much more Discover practical and interesting innovations in computer vision while building atop a mature open-source library, OpenCV 3 Familiarize yourself with multiple approaches and theories wherever critical decisions need to be made Who This Book Is For This book is ideal for you if you aspire to build computer vision systems that are smarter, faster, more complex, and more practical than the competition. This is an advanced book intended for those who already have some experience in setting up an OpenCV development environment and building applications with OpenCV. You should be comfortable with computer vision concepts, object-oriented programming, graphics programming, IDEs, and the command line. What You Will Learn Select and configure camera systems to see invisible light, fast motion, and distant objects Build a ?camera trap?, as used by nature photographers, and process photos to create beautiful effects Develop a facial expression recognition system with various feature extraction techniques and machine learning methods Build a panorama Android application using the OpenCV stitching module in C++ with NDK support Optimize your object detection model, make it rotation invariant, and apply scene-specific constraints to make it faster and more robust Create a person identification and registration system based on biometric properties of that person, such as their fingerprint, iris, and face Fuse data from videos and gyroscopes to stabilize videos shot from your mobile phone and create hyperlapse style videos In Detail Computer vision is becoming accessible to a large audience of software developers who can leverage mature libraries such as OpenCV. However, as they move beyond their first experiments in computer vision, developers may struggle to ensure that their solutions are sufficiently well optimized, well trained, robust, and adaptive in real-world conditions. With sufficient knowledge of OpenCV, these developers will have enough confidence to go about creating projects in the field of computer vision. This book will help you tackle increasingly challenging computer vision problems that you may face in your careers. It makes use of OpenCV 3 to work around some interesting projects. Inside these... |
| Beschreibung: | Includes index. |
| Beschreibung: | 1 online resource |
| ISBN: | 9781784391423 1784391425 |
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| series | Community experience distilled. |
| series2 | Community experience distilled |
| spelling | Howse, Joseph, 1984- author. https://id.oclc.org/worldcat/entity/E39PCjvXVktWtf7Q4qJqCcfMKd http://id.loc.gov/authorities/names/no2015166102 OpenCV 3 blueprints : expand your knowledge of computer vision by building amazing projects with OpenCV 3 / Joseph Howse, Steven Puttemans, Quan Hua, Utkarsh Sinha. Birmingham, UK : Packt Publishing, [2015] ©2015 1 online resource text txt rdacontent computer c rdamedia online resource cr rdacarrier text file Community experience distilled Print version record. Includes index. Expand your knowledge of computer vision by building amazing projects with OpenCV 3 About This Book Build computer vision projects to capture high-quality image data, detect and track objects, process the actions of humans or animals, and much more Discover practical and interesting innovations in computer vision while building atop a mature open-source library, OpenCV 3 Familiarize yourself with multiple approaches and theories wherever critical decisions need to be made Who This Book Is For This book is ideal for you if you aspire to build computer vision systems that are smarter, faster, more complex, and more practical than the competition. This is an advanced book intended for those who already have some experience in setting up an OpenCV development environment and building applications with OpenCV. You should be comfortable with computer vision concepts, object-oriented programming, graphics programming, IDEs, and the command line. What You Will Learn Select and configure camera systems to see invisible light, fast motion, and distant objects Build a ?camera trap?, as used by nature photographers, and process photos to create beautiful effects Develop a facial expression recognition system with various feature extraction techniques and machine learning methods Build a panorama Android application using the OpenCV stitching module in C++ with NDK support Optimize your object detection model, make it rotation invariant, and apply scene-specific constraints to make it faster and more robust Create a person identification and registration system based on biometric properties of that person, such as their fingerprint, iris, and face Fuse data from videos and gyroscopes to stabilize videos shot from your mobile phone and create hyperlapse style videos In Detail Computer vision is becoming accessible to a large audience of software developers who can leverage mature libraries such as OpenCV. However, as they move beyond their first experiments in computer vision, developers may struggle to ensure that their solutions are sufficiently well optimized, well trained, robust, and adaptive in real-world conditions. With sufficient knowledge of OpenCV, these developers will have enough confidence to go about creating projects in the field of computer vision. This book will help you tackle increasingly challenging computer vision problems that you may face in your careers. It makes use of OpenCV 3 to work around some interesting projects. Inside these... English. Computer vision. http://id.loc.gov/authorities/subjects/sh85029549 Artificial intelligence. http://id.loc.gov/authorities/subjects/sh85008180 Image processing. http://id.loc.gov/authorities/subjects/sh85064446 Pattern recognition systems. http://id.loc.gov/authorities/subjects/sh85098791 OpenCV (Computer program language) http://id.loc.gov/authorities/subjects/sh2016000128 Artificial Intelligence https://id.nlm.nih.gov/mesh/D001185 Pattern Recognition, Automated https://id.nlm.nih.gov/mesh/D010363 Vision par ordinateur. Intelligence artificielle. Traitement d'images. Reconnaissance des formes (Informatique) OpenCV (Langage de programmation) artificial intelligence. aat image processing. aat COMPUTERS General. bisacsh OpenCV (Computer program language) fast Artificial intelligence fast Computer vision fast Image processing fast Pattern recognition systems fast Puttemans, Steven, author. http://id.loc.gov/authorities/names/no2016061965 Hua, Quan, author. http://id.loc.gov/authorities/names/no2016061760 Sinha, Utkarsh, author. http://id.loc.gov/authorities/names/no2016062233 Print version: Howse, Joseph, 1984- OpenCV 3 blueprints. Birmingham, UK : Packt Publishing, ©2015 1784399752 (OCoLC)930303349 Community experience distilled. http://id.loc.gov/authorities/names/no2011030603 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1094402 Volltext |
| spellingShingle | Howse, Joseph, 1984- Puttemans, Steven Hua, Quan Sinha, Utkarsh OpenCV 3 blueprints : expand your knowledge of computer vision by building amazing projects with OpenCV 3 / Community experience distilled. Computer vision. http://id.loc.gov/authorities/subjects/sh85029549 Artificial intelligence. http://id.loc.gov/authorities/subjects/sh85008180 Image processing. http://id.loc.gov/authorities/subjects/sh85064446 Pattern recognition systems. http://id.loc.gov/authorities/subjects/sh85098791 OpenCV (Computer program language) http://id.loc.gov/authorities/subjects/sh2016000128 Artificial Intelligence https://id.nlm.nih.gov/mesh/D001185 Pattern Recognition, Automated https://id.nlm.nih.gov/mesh/D010363 Vision par ordinateur. Intelligence artificielle. Traitement d'images. Reconnaissance des formes (Informatique) OpenCV (Langage de programmation) artificial intelligence. aat image processing. aat COMPUTERS General. bisacsh OpenCV (Computer program language) fast Artificial intelligence fast Computer vision fast Image processing fast Pattern recognition systems fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85029549 http://id.loc.gov/authorities/subjects/sh85008180 http://id.loc.gov/authorities/subjects/sh85064446 http://id.loc.gov/authorities/subjects/sh85098791 http://id.loc.gov/authorities/subjects/sh2016000128 https://id.nlm.nih.gov/mesh/D001185 https://id.nlm.nih.gov/mesh/D010363 |
| title | OpenCV 3 blueprints : expand your knowledge of computer vision by building amazing projects with OpenCV 3 / |
| title_auth | OpenCV 3 blueprints : expand your knowledge of computer vision by building amazing projects with OpenCV 3 / |
| title_exact_search | OpenCV 3 blueprints : expand your knowledge of computer vision by building amazing projects with OpenCV 3 / |
| title_full | OpenCV 3 blueprints : expand your knowledge of computer vision by building amazing projects with OpenCV 3 / Joseph Howse, Steven Puttemans, Quan Hua, Utkarsh Sinha. |
| title_fullStr | OpenCV 3 blueprints : expand your knowledge of computer vision by building amazing projects with OpenCV 3 / Joseph Howse, Steven Puttemans, Quan Hua, Utkarsh Sinha. |
| title_full_unstemmed | OpenCV 3 blueprints : expand your knowledge of computer vision by building amazing projects with OpenCV 3 / Joseph Howse, Steven Puttemans, Quan Hua, Utkarsh Sinha. |
| title_short | OpenCV 3 blueprints : |
| title_sort | opencv 3 blueprints expand your knowledge of computer vision by building amazing projects with opencv 3 |
| title_sub | expand your knowledge of computer vision by building amazing projects with OpenCV 3 / |
| topic | Computer vision. http://id.loc.gov/authorities/subjects/sh85029549 Artificial intelligence. http://id.loc.gov/authorities/subjects/sh85008180 Image processing. http://id.loc.gov/authorities/subjects/sh85064446 Pattern recognition systems. http://id.loc.gov/authorities/subjects/sh85098791 OpenCV (Computer program language) http://id.loc.gov/authorities/subjects/sh2016000128 Artificial Intelligence https://id.nlm.nih.gov/mesh/D001185 Pattern Recognition, Automated https://id.nlm.nih.gov/mesh/D010363 Vision par ordinateur. Intelligence artificielle. Traitement d'images. Reconnaissance des formes (Informatique) OpenCV (Langage de programmation) artificial intelligence. aat image processing. aat COMPUTERS General. bisacsh OpenCV (Computer program language) fast Artificial intelligence fast Computer vision fast Image processing fast Pattern recognition systems fast |
| topic_facet | Computer vision. Artificial intelligence. Image processing. Pattern recognition systems. OpenCV (Computer program language) Artificial Intelligence Pattern Recognition, Automated Vision par ordinateur. Intelligence artificielle. Traitement d'images. Reconnaissance des formes (Informatique) OpenCV (Langage de programmation) artificial intelligence. image processing. COMPUTERS General. Artificial intelligence Computer vision Image processing Pattern recognition systems |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1094402 |
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