Automated System For Text Detection Individual Video Images
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Automated System For Text Detection Individual Video Images
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Author :
language : en
Publisher:
Release Date : 2003
Automated System For Text Detection Individual Video Images written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with categories.
Text detection in video images is a challenging research problem because of the poor spatial resolution and complex background, which may contain a variety of colors. An automated system for text detection in video images is presented. It makes use of four modules to implement a series of processes to extract text regions from video images. The first module, called the multistage pulse code modulation (MPCM) module, is used to locate potential text regions in color video images. It converts a video image to a coded image, with each pixel encoded by a priority code ranging from 7 down to 0 in accordance with its priority, and further produces a binary thresholded image, which segments potential text regions from the background. The second module, called the text region detection module, applies a sequence of spatial filters to remove noisy regions and eliminate regions that are unlikely to contain text. The third module, called the text box finding module, merges text regions and produces boxes that are likely to contain text. Finally, the fourth module, called the optical character recognition (OCR) module, eliminates the text boxes that produce no OCR output. An extensive set of experiments is conducted and demonstrates that the proposed system is effective in detecting text in a wide variety of video images.
Video Text Detection
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Author : Tong Lu
language : en
Publisher: Springer
Release Date : 2014-07-23
Video Text Detection written by Tong Lu and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-07-23 with Computers categories.
This book presents a systematic introduction to the latest developments in video text detection. Opening with a discussion of the underlying theory and a brief history of video text detection, the text proceeds to cover pre-processing and post-processing techniques, character segmentation and recognition, identification of non-English scripts, techniques for multi-modal analysis and performance evaluation. The detection of text from both natural video scenes and artificially inserted captions is examined. Various applications of the technology are also reviewed, from license plate recognition and road navigation assistance, to sports analysis and video advertising systems. Features: explains the fundamental theory in a succinct manner, supplemented with references for further reading; highlights practical techniques to help the reader understand and develop their own video text detection systems and applications; serves as an easy-to-navigate reference, presenting the material in self-contained chapters.
Cognitively Inspired Video Text Processing
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Author : Palaiahnakote Shivakumara
language : en
Publisher: Springer Nature
Release Date : 2021-11-16
Cognitively Inspired Video Text Processing written by Palaiahnakote Shivakumara and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-16 with Computers categories.
As technologies are fast advancing, the importance of text detection and recognition is receiving special attention from the researchers. Thus, one can see several real-time applications of video text processing which requires cognitive-based methods to find a solution. The main applications are (1) retrieving and indexing video based on semantic of the content of the video, (2) machine translation to assist foreigners, (3) assisting blind people to walk on the road freely without aid, (4) automatic vehicle driving, (5) license plate tracing to catch vehicles which violate the traffic signals, (6) monitoring the images posted on social media based on text and content of the images, (7) identifying the location based on the address of the street and shops, etc., (8) tracing players in the sports based on the jersey/bib number or text, and (9) in the same way, tracing the bib number in case of marathon and other events. For the above-mentioned applications, text detection and recognition in video and natural scene images is an integral part of the system.
Robotics Process Automation
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Author : S. Muhkerjee
language : en
Publisher: KHANNA PUBLISHING HOUSE
Release Date :
Robotics Process Automation written by S. Muhkerjee and has been published by KHANNA PUBLISHING HOUSE this book supported file pdf, txt, epub, kindle and other format this book has been release on with Technology & Engineering categories.
This Robotics Process Automation book describes the RPA platform for the future of business process automation. More precisely this RPA book has tried to innumerate the followings: 1. RPA that brings speed to your digital transformation. 2. RPA helps to get rid of resource burden and it's consequences. 3. This emphasizes Business process automation must be in the hands forntline. 4. Only Automation Anywhere Enterprise combines consumer-like usability with enterprise-class reliability, and security for RPA that empowers the workforce to automate on their own, in real time. 5. What does RPA mean for business? Optimize labour investment Increase capacity on demand Increase speed and productivity Maximize availability Improve business process compliance Improve controls Improve auditability Enhance security deliver business intelligence Enable digital transformation Improve employee morale 6. Putting RPA to work and deploy your digital workforce in your businesses like insurance, finance, manufacturing and health care and also other. Deploy, manage and audit your Digital Workforce through a highly-intuitive RPA central command center, on-premise or in the cloud. This RPA book also enable you to learn more about AI and machine language also factory automation, safeguard your data, analyze ald predict business performance, streamline your blended anywhere, big data ready for analytics. This book is made for BS/B,TECH and MS/M.TECH/MCA/MBA student who will have in-depth knowledge about RPA and its associated technologies falls in the same platform.
Big Data And Smart Digital Environment
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Author : Yousef Farhaoui
language : en
Publisher: Springer
Release Date : 2019-02-21
Big Data And Smart Digital Environment written by Yousef Farhaoui and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02-21 with Computers categories.
This book reviews the state of the art of big data analysis and smart city. It includes issues which pertain to signal processing, probability models, machine learning, data mining, database, data engineering, pattern recognition, visualisation, predictive analytics, data warehousing, data compression, computer programming, smart city, etc. Data is becoming an increasingly decisive resource in modern societies, economies, and governmental organizations. Data science inspires novel techniques and theories drawn from mathematics, statistics, information theory, computer science, and social science. Papers in this book were the outcome of research conducted in this field of study. The latter makes use of applications and techniques related to data analysis in general and big data and smart city in particular. The book appeals to advanced undergraduate and graduate students, postdoctoral researchers, lecturers and industrial researchers, as well as anyone interested in big data analysis and smart city.
Image And Video Retrieval
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Author : Erwin M. Bakker
language : en
Publisher: Springer
Release Date : 2003-08-02
Image And Video Retrieval written by Erwin M. Bakker and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-08-02 with Computers categories.
The refereed proceedings of the Second International Conference on Image and Video Retrieval, CIVR 2003, held in Urbana-Champaign, IL, USA in July 2003. The 46 revised full papers presented together with an introduction and 2 invited papers were carefully reviewed and selected from 110 submissions. The papers are organized in topical sections on image retrieval, indexing strategies and structures, feature based retrieval, semantic and learning, video retrieval, user studies, applications, video summarization and analysis, and performance.
Progress In Pattern Recognition Image Analysis Computer Vision And Applications
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Author : César San Martin
language : en
Publisher: Springer
Release Date : 2011-11-12
Progress In Pattern Recognition Image Analysis Computer Vision And Applications written by César San Martin and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-11-12 with Computers categories.
This book constitutes the refereed proceedings of the 16th Iberoamerican Congress on Pattern Recognition, CIARP 2011, held in Pucón, Chile, in November 2011. The 81 revised full papers presented together with 3 keynotes were carefully reviewed and selected from numerous submissions. Topics of interest covered are image processing, restoration and segmentation; computer vision; clustering and artificial intelligence; pattern recognition and classification; applications of pattern recognition; and Chilean Workshop on Pattern Recognition.
Computer Vision Eccv 2016 Workshops
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Author : Gang Hua
language : en
Publisher: Springer
Release Date : 2016-09-17
Computer Vision Eccv 2016 Workshops written by Gang Hua and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09-17 with Computers categories.
The three-volume set LNCS 9913, LNCS 9914, and LNCS 9915 comprises the refereed proceedings of the Workshops that took place in conjunction with the 14th European Conference on Computer Vision, ECCV 2016, held in Amsterdam, The Netherlands, in October 2016. 27 workshops from 44 workshops proposals were selected for inclusion in the proceedings. These address the following themes: Datasets and Performance Analysis in Early Vision; Visual Analysis of Sketches; Biological and Artificial Vision; Brave New Ideas for Motion Representations; Joint Imagenet and MS Coco Visual Recognition Challenge; Geometry Meets Deep Learning; Action and Anticipation for Visual Learning; Computer Vision for Road Scene Understanding and Autonomous Driving; Challenge on Automatic Personality Analysis; BioImage Computing; Benchmarking Multi-Target Tracking: MOTChallenge; Assistive Computer Vision and Robotics; Transferring and Adapting Source Knowledge in Computer Vision; Recovering 6D Object Pose; Robust Reading; 3D Face Alignment in the Wild and Challenge; Egocentric Perception, Interaction and Computing; Local Features: State of the Art, Open Problems and Performance Evaluation; Crowd Understanding; Video Segmentation; The Visual Object Tracking Challenge Workshop; Web-scale Vision and Social Media; Computer Vision for Audio-visual Media; Computer VISion for ART Analysis; Virtual/Augmented Reality for Visual Artificial Intelligence; Joint Workshop on Storytelling with Images and Videos and Large Scale Movie Description and Understanding Challenge.
Ai Smart Enabled Architecture And Infrastructure For Higher Education
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Author : van Wyk, Micheal M.
language : en
Publisher: IGI Global
Release Date : 2025-07-03
Ai Smart Enabled Architecture And Infrastructure For Higher Education written by van Wyk, Micheal M. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-03 with Computers categories.
Artificial intelligence (AI) transforms the landscape of higher education, creating smart-enabled architecture and infrastructure that redefines how campuses operate and evolve. By integrating AI technologies into the physical and digital frameworks of universities, institutions can create more adaptive, efficient, and student-centered environments. From intelligent energy management systems and predictive maintenance in campus buildings to AI-powered learning platforms and data-driven administrative tools, it enhances both operational performance and academic delivery. As higher education faces growing demands for innovation, sustainability, and personalized experiences, AI-enabled architecture and infrastructure may shape future campuses. AI Smart-Enabled Architecture and Infrastructure for Higher Education explores the integration of intelligent technologies into higher education organizations. It explores how AI and machine learning can provide tools to reduce digital divides and address issues of educational disparity through inclusion and equity. This book covers topics such as education infrastructure, sustainability, and digital technology, and is a useful resource for computer engineers, business owners, educators, academicians, researchers, and scientists.
Information And Communication Technology
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Author : Wray Buntine
language : en
Publisher: Springer Nature
Release Date : 2025-04-25
Information And Communication Technology written by Wray Buntine and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-25 with Computers categories.
This four-volume set, CCIS 2350-2353, constitutes the referred proceedings of the 13th International Symposium on Information and Communication Technology, SOICT 2024, held in Danang, Vietnam in December 2024. The 88 full papers and 68 poster papers presented here were carefully reviewed and selected from 229 submissions. The papers presented in these volumes are organized in the following topical sections: Part I: Multimedia Processing; Operations Research. Part II: AI Applications; Cyber Security. Part III: AI Foundations and Big Data; Human-Computer Interaction. Part IV: Lifelog and Multimedia Retrieval; Generative AI; Software Engineering.