High Optimization of Image Transmission and Object Detection Technique for Wireless Multimedia Sensor Network

Abstract

One of the most important issues in Wireless Multimedia Sensor Networks is the energy efficiency of object detection and image transmission. In-node object detection and tracking algorithms have been proposed in recent WMSN approaches. However, with a little effort, the WMSN will be able to detect the presence and absence of objects in images. For the WMSN, a new approach for the above technique is suggested in this research. Instead of sending a whole image, this technique sends image parts. It ensures energy saving inside the node and minimum picture content which is transferred to the sink node. On the basis of in-node reconstructed and energy consumption picture, it suggests that the technique is evaluated using (PSNR). In comparison with existing state-of-the-art methodologies, simulation results demonstrate that the suggested methodology saves 95 percent of node energy with a received picture PSNR of 46 dB.<br>