M-DeTrack: Processing-in-Pixel-in-Memory for Energy-efficient and Real-Time Multi-Object Detection and Tracking.
Gourav DattaSouvik KunduZihan YinJoe MathaiZeyu LiuZixu WangMulin TianShunlin LuRavi Teja LakkireddyAndrew SchmidtWael Abd-AlmageedAjey JacobAkhilesh R. JaiswalPeter A. BeerelPublished in: VLSI-SoC (2022)
Keyphrases
- energy efficient
- real time
- object detection and tracking
- video processing
- multi core architecture
- wireless sensor networks
- energy consumption
- sensor networks
- video analysis
- digital signal processor
- single instruction multiple data
- multi object
- object detection
- base station
- low cost
- energy efficiency
- computer vision
- object tracking
- processing elements
- background subtraction
- video segmentation
- motion estimation
- video compression
- routing protocol
- high speed
- data transmission
- human perception
- pixel values
- sensor nodes