Image processing integrates and extracts data from photos for a variety of uses. Applications for image processing are useful in many different disciplines. A few examples include remote sensing, space applications, industrial applications, medical imaging, and military applications. Imaging systems come in many different varieties, including those used for chemical, optical, thermal, medicinal, and molecular imaging. To extract the accurate picture values, scanning methods and statistical analysis must be used for image analysis. Thrust Technologies' Effect on Image Processing provides insights into image processing and the technologies that can be used to enhance additional information within an image. The book is also a useful resource for researchers to grow their interest and understanding in the burgeoning fields of image processing. Covering key topics such as image augmentation, artificial intelligence, and cloud computing, this premier reference source is ideal for computer scientists, industry professionals, researchers, academicians, scholars, practitioners, instructors, and students.

Stream processing is a novel distributed computing paradigm that supports the gathering, processing, and analysis of high-volume, heterogeneous, continuous data streams, to extract insights and actionable results in real time. This comprehensive, hands-on guide combining the fundamental building blocks and emerging research in stream processing is ideal for application designers, system builders, analytic developers, as well as students and researchers in the field. This book introduces the key components of the stream computing paradigm, including the distributed system infrastructure, the programming model, design patterns, and streaming analytics. The explanation of the underlying theoretical principles, illustrative examples and implementations using the IBM InfoSphere Streams SPL language, and real-world case studies provide students and practitioners with a comprehensive understanding of such applications and the middleware that supports them.

It provides a detailed understanding of the components of the raga experience in Hindustani music, including their time theory and the role of Gharanas of the musical tradition. It deals with genres of raga-based vocal music which have been performed over the last five centuries: Dhrupad, which has its moorings in devotional music; Khayal vocalism shaped by Sufi influences; the thumree, which originated as an accompaniment to the Kathak dance; and the tappa, adapted from the songs of camel drivers in the north-west frontier. It takes up the use of instruments in Hindustani music, especially the Rudra Veena, Sitar, Surbahar, Sarod, Santoor, the Shehnai, Pakhawaj, the Hawaiian Guitar and many others, giving an account of their origin, performing styles and lineages relating to them. Throughout, the emphasis is on contemporary trends in Hindustani music and its prospects in the future. It mentions the significant practitioners of Hindustani music, both vocal and instrumental. The volume will interest lovers of Indian music and also scholars who want to have a greater understanding of its traditions, its contemporary appeal and trends in practice.

It provides a detailed understanding of the components of the raga experience in Hindustani music, including their time theory and the role of Gharanas of the musical tradition. It deals with genres of raga-based vocal music which have been performed over the last five centuries: Dhrupad, which has its moorings in devotional music; Khayal vocalism shaped by Sufi influences; the thumree, which originated as an accompaniment to the Kathak dance; and the tappa, adapted from the songs of camel drivers in the north-west frontier. It takes up the use of instruments in Hindustani music, especially the Rudra Veena, Sitar, Surbahar, Sarod, Santoor, the Shehnai, Pakhawaj, the Hawaiian Guitar and many others, giving an account of their origin, performing styles and lineages relating to them. Throughout, the emphasis is on contemporary trends in Hindustani music and its prospects in the future. It mentions the significant practitioners of Hindustani music, both vocal and instrumental. The volume will interest lovers of Indian music and also scholars who want to have a greater understanding of its traditions, its contemporary appeal and trends in practice.