BinaryEye: A 20 kfps Streaming Camera System on FPGA with Real-Time On-Device Image Recognition Using Binary Neural Networks.
Petar JokicStéphane EmeryLuca BeniniPublished in: SIES (2018)
Keyphrases
- real time
- neural network
- input image
- multiscale
- image retrieval
- video images
- computer screen
- image features
- image capture
- light conditions
- high speed
- vision system
- digital photographs
- virtual camera
- single image
- data acquisition
- position and orientation
- camera movement
- ccd camera
- high frame rate
- live video
- infrared camera
- motion parallax
- high resolution
- low cost
- ground plane
- vanishing points
- image coordinates
- imaging process
- smart camera
- video camera
- data streams
- multi camera
- ego motion
- image sequences