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Computer Vision (I.5.4...)
Multimodal sentiment analysis
Poria S., Hussain A., Cambria E., Springer International Publishing, New York, NY, 2018. 214 pp. Type: Book (978-3-319950-18-1)
Bringing emotions and sentiment to virtual (human-centric) environments such as social media further improves decision-making, learning, and communication. This task is rather complex and requires an interdisciplinary approach, including computer ...
Aug 9 2021
Multimodal scene understanding
Ying Yang M., Rosenhahn B., Murino V., ACADEMIC PRESS, London, UK, 2019. 412 pp. Type: Book (978-0-128173-58-9)
This edited book on multimodal scene understanding focuses on algorithms, applications, and deep learning. The topic of multimodal scene understanding is related to computer vision. The book’s 12 chapters are by several authors from universi...
Aug 3 2021
Data visualization and knowledge engineering: spotting data points with artificial intelligence
Hemanth J., Bhatia M., Geman O., Springer International Publishing, New York, NY, 2020. 328 pp. Type: Book (978-3-030257-96-5)
Data is the new gold in the 21st century. Artificial intelligence (AI), data visualization, and knowledge engineering are important fields that provide concepts, techniques, and methods that help draw insights from data, especially when working wi...
Apr 28 2021
Collaborative intelligent cross-camera video analytics at edge: opportunities and challenges
Pasandi H., Nadeem T. AIChallengeIoT 2019 (Proceedings of the First International Workshop on Challenges in Artificial Intelligence and Machine Learning for Internet of Things, New York, NY, Nov 10-13, 2019) 15-18, 2019. Type: Proceedings
Monitoring cameras are now deployed on many city corners. When things happen, law enforcement units or other agencies can search the video feed from those cameras, either in real time or afterwards. The current approach is to send all these tasks ...
Feb 19 2021
Image texture analysis: foundations, models and algorithms
Hung C., Song E., Lan Y., Springer International Publishing, New York, NY, 2019. 258 pp. Type: Book (978-3-030137-72-4)
Texture analysis plays an important role in machine vision and pattern recognition. Along with the emergence of artificial intelligence (AI) comes an increase in applications requiring image texture analysis. Deep learning (DL)-based approaches ar...
Feb 18 2021
Machine understanding: machine perception and machine perception MU
Les Z., Les M., Springer International Publishing, New York, NY, 2020. 215 pp. Type: Book (978-3-030240-69-1)
This is a difficult book to define/describe. Some parts are very interesting, presenting good research questions and discussions; other parts lack detail and depth--readers are sometimes just sent to the authors’ previous work--and...
Oct 12 2020
A survey on deep neural network-based image captioning
Liu X., Xu Q., Wang N. The Visual Computer 35(3): 445-470, 2019. Type: Article, Reviews: (2 of 2)
Image captioning is an intriguing problem in the field of computer vision: given an input image, come up with suitable concise text that verbalizes that image well. This is currently a hot topic in the context of image understanding, and leverages...
Jun 29 2020
Quantitative intertextuality: analyzing the markers of information reuse
Forstall C., Scheirer W., Springer Publishing Company, Incorporated, New York, NY, 2019. 189 pp. Type: Book (978-3-030234-13-3)
Intertextuality is a term used to denote the idea that there are relationships between texts. This includes the conscious modeling of one text on another, allusions to phrases from other texts, and even plagiarism. The goal of this book is to intr...
Nov 26 2019
Human activity recognition and behaviour analysis: for cyber-physical systems in smart environments
Chen L., Nugent C., Springer International Publishing, New York, NY, 2019. 255 pp. Type: Book (978-3-030194-07-9)
As the Internet of Things (IoT) and similar technologies become more pervasive, it is important to consider how they might be used, not just to sell more stuff because your fridge says you’re out of milk and such-and-such a store now has mil...
Nov 20 2019
Computer vision: principles, algorithms, applications, learning (5th ed.)
Davies E., ACADEMIC PRESS, San Diego, CA, 2018. 900 pp. Type: Book (978-0-128092-84-2)
It is rare to get a book that you don’t want to put down, but also one you can’t keep holding. At almost 900 pages, this is not a book that anyone can hold in hand and read for long; however, it so exhaustively covers this important to...
Aug 27 2019
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