Real-time HOG+SVM based object detection using SoC FPGA for a UHD video stream.
Mateusz WasalaTomasz KryjakPublished in: MECO (2022)
Keyphrases
- video streams
- object detection
- real time
- detecting moving objects
- live video
- background subtraction
- video data
- streaming video
- low cost
- video content
- face detection
- fpga hardware
- high speed
- object recognition
- computer vision
- pedestrian detection
- infrared camera
- video streaming
- low power
- object categories
- multi class
- video frames
- compressed video
- video clips
- fpga device
- support vector
- hog features
- dedicated hardware
- video representation
- augmented reality
- support vector machine
- moving object detection
- human detection
- face recognition
- human body
- image sequences
- multimedia
- bag of words
- pipelined architecture
- relevance feedback