Book Title: Innovation Interconnected: Exploring the Frontiers of Computing and Communication Technologies
Editors: Dr. M. Germin Nisha and Mr. Albert Prasanna Kumar
ISBN: 978-81-970102-9-3
Chapter: 6
DOI: https://doi.org/10.59646/CompComTechC6/119
Authors: Shekharesh Barik1 and Dr. T. Thirumalaikumari2
1Assistant Professor, Department of Computer Science & Engineering, DRIEMS University, Cuttack, Odisha, India
2Assistant Professor, Department of Computer Science and Engineering, Saveetha College of Liberal Arts and Sciences, Thandalam, Chennai, Tamil Nadu, India.
Abstract:
This exploration into the next generation of computer vision begins with an examination of the traditional approach’s strengths and limitations. The journey unfolds through key milestones in the evolution of computer vision, emphasizing the pivotal concept of “Pixels to Perception.” This transformational process illustrates the evolution of raw pixel data into meaningful interpretations, setting the stage for a comprehensive understanding of advanced image processing, deep learning techniques, and the synthesis of visual information. The subsequent chapters delve into three-dimensional vision, object detection, video analysis, augmented reality, and the integration of edge computing. Ethical considerations, emerging trends, and real-world applications provide a holistic view of the landscape, framing the discourse on the exciting advancements propelling the next era of computer vision.