Aka-Net: anchor free-based object detection network for surveillance video transmission in the IOT edge computing environment

• Published in: Pattern analysis and applications : PAA Vol. 27; no. 2
• Main Authors: Sambandam Raju, Preethi, Arumugam Rajendran, Revathi, Mahalingam, Murugan
• Format: Journal Article
• Language: English
• Published: London Springer London 01.06.2024; Springer Nature B.V
• Subjects: Accelerated tests; Accuracy; Algorithms; Bandwidths; Cameras; Compression ratio; Computer networks; Computer Science; Edge computing; Feature maps; Frames (data processing); Internet of Things; Modules; Network latency; Object recognition; Pattern Recognition; Representations; Storage capacity; Surveillance; Surveillance systems; Theoretical Advances; Video transmission; Bandwidth reduction; Anchor free network; Internet of Things (IoT); Video transmission; Edge computing

With the growing use of wireless surveillance cameras in (Internet of things) IoT applications the need to address storage capacity and transmission bandwidth challenges becomes crucial. The majority of successive frames from surveillance cameras contain redundant and irrelevant information, leading...