Implementation of Wireless Vision Sensor Node With a Lightweight Bi-Level Video Coding

Energy-Efficient SRAM FPGA-Based Wireless Vision Sensor Node: SENTIOF-CAM

“…According to the tasks' partitioning approach [30], the tasks implemented on the VSN are shown in Fig. 6 whereas the tasks processed on the server are shown in Fig.…”

“…To reduce the amount of transmission data, we have developed and implemented a new bi-level video coding technique [30]. The architecture for this bi-level technique is shown in Fig.…”

“…Therefore, a suitable approach is to have a quantitative analysis based on some assumptions and provide the points of differences [30]. In the literature, a large number of systems are analyzed in [14], each with different requirements.…”

“…detection, classification and recognition on the server. This approach will reduce design complexity on the hardware and will reduce the processing energy consumption [30]. For fair comparisons, we have performed the experiments in a real environment for 100 different samples in order to obtain average values for the output data.…”

“…1-(c). This approach assists in energy reduction and the design complexity on a hardware platform and offers a generic architecture for this type of machine vision system [5][2][3] [14] which has the ability to classify objects by using binary data [30]. In this paper, the approach shown in Fig.…”