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Machine and Deep Learning Algorithms and Applications
This book introduces basic machine learning concepts and applications for a broad audience that includes students, faculty, and industry practitioners. We begin by describing how machine learning provides capabilities to computers and embedded systems to learn from data. A typical machine learning algorithm involves training, and generally the performance of a machine learning model improves with more training data. Deep learning is a sub-area of machine learning that involves extensive use of layers of artificial neural networks typically trained on massive amounts of data. Machine and deep learning methods are often used in contemporary data science tasks to address the growing data sets a...
Computer Vision – ECCV 2024
The multi-volume set of LNCS books with volume numbers 15059 up to 15147 constitutes the refereed proceedings of the 18th European Conference on Computer Vision, ECCV 2024, held in Milan, Italy, during September 29–October 4, 2024. The 2387 papers presented in these proceedings were carefully reviewed and selected from a total of 8585 submissions. They deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; motion estimation.
Advances in VLSI, Communication, and Signal Processing
This book comprises select peer-reviewed proceedings of the International Conference on VLSI, Communication and Signal processing (VCAS 2021). The contents focus on the latest research in different domains of electronics and communication engineering, in particular microelectronics and VLSI design, communication systems and networks, and signal and image processing. The book discusses the emerging applications of novel tools and techniques in image, video, and multimedia signal processing. This book will be useful to students, researchers, and professionals working in electronics and communication.
Machine Learning for Solar Array Monitoring, Optimization, and Control
The efficiency of solar energy farms requires detailed analytics and information on each panel regarding voltage, current, temperature, and irradiance. Monitoring utility-scale solar arrays was shown to minimize the cost of maintenance and help optimize the performance of the photo-voltaic arrays under various conditions. We describe a project that includes development of machine learning and signal processing algorithms along with a solar array testbed for the purpose of PV monitoring and control. The 18kW PV array testbed consists of 104 panels fitted with smart monitoring devices. Each of these devices embeds sensors, wireless transceivers, and relays that enable continuous monitoring, fa...
Ways of Voice
Ways of Voice explores techniques of voice production in North India, from Bollywood to raga music to ghazal to devotional hymns and Sufi song. The voices in play here are not merely given, but achieved. Singers consciously train themselves to cultivate characteristic vocal gaits, sonorities, and poetic attunements; they adopt postures of the vocal apparatus; they build habits of listening, temporality, and social relations. The action in Ways of Voice revolves around several dozen North Indian popular, devotional, classical, and folk singers engaged in projects of vocal striving. Like most singers, they are strategically working on changing, refining, and making their own voices. The book t...
Glimpses
This brochure serves as an informative document created for TSN's Percussive Arts Centre, Inc. (TSNPAC), encompassing the accomplishments, articles, and historical narrative of TSN, complemented by a collection of rare photographs.
Competition Science Vision
Competition Science Vision (monthly magazine) is published by Pratiyogita Darpan Group in India and is one of the best Science monthly magazines available for medical entrance examination students in India. Well-qualified professionals of Physics, Chemistry, Zoology and Botany make contributions to this magazine and craft it with focus on providing complete and to-the-point study material for aspiring candidates. The magazine covers General Knowledge, Science and Technology news, Interviews of toppers of examinations, study material of Physics, Chemistry, Zoology and Botany with model papers, reasoning test questions, facts, quiz contest, general awareness and mental ability test in every monthly issue.
