Real-time HOG+SVM based object detection using SoC FPGA for a UHD video stream.
Mateusz WasalaTomasz KryjakPublished in: CoRR (2022)
Keyphrases
- video streams
- object detection
- real time
- detecting moving objects
- live video
- background subtraction
- video data
- video content
- infrared camera
- computer vision
- high speed
- face detection
- multi class
- low cost
- pedestrian detection
- object recognition
- video frames
- dedicated hardware
- streaming video
- video streaming
- fpga hardware
- compressed video
- object classification
- low power
- video clips
- object categories
- human detection
- multimedia
- infrared
- embedded systems
- video sequences
- human body
- fpga device
- pipelined architecture
- e learning
- relevance feedback