A 0.57-GOPS/DSP Object Detection PIM Accelerator on FPGA.
Bo JiaoJinshan ZhangYuanyuan XieShunli WangHaozhe ZhuXiaoyang KangZhiyan DongLihua ZhangChixiao ChenPublished in: ASP-DAC (2021)
Keyphrases
- field programmable gate array
- object detection
- digital signal processing
- verilog hdl
- digital signal processors
- hardware implementation
- real time image processing
- embedded systems
- signal processing
- digital signal
- systolic array
- parallel computing
- fpga implementation
- face detection
- low power consumption
- computing systems
- hardware architecture
- high speed
- object class
- image processing algorithms
- bit rate
- scene recognition
- hardware design
- computer vision
- object classification
- platform independent
- software implementation
- fpga technology
- pedestrian detection
- digital signal processor
- scene understanding
- reconfigurable hardware
- fpga device
- object categories
- multi class
- human detection
- low power
- background subtraction
- object recognition
- image processing
- pipelined architecture
- efficient implementation
- motion vectors
- low cost
- deformable part models
- support vector machine
- image sequences