DePhaseNet: A deep convolutional network using phase differentiated layers and frequency based custom loss for RGBW image sensor demosaicing.
Irina KimYoungil SeoDongpan LimJeongguk LeeWooseok ChoiSeongwook SongPublished in: Imaging Sensors and Systems (2022)
Keyphrases
- image sensor
- digital camera
- convolutional network
- color filter array
- convolutional neural networks
- video camera
- dynamic range
- low power
- low cost
- imaging systems
- coarse to fine
- image processing algorithms
- hardware and software
- digital images
- image enhancement
- motion blur
- denoising
- feature selection
- high speed
- color images
- multiresolution
- image analysis
- image processing