Demystify Transformers & Convolutions in Modern Image Deep Networks.
Jifeng DaiMin ShiWeiyun WangSitong WuLinjie XingWenhai WangXizhou ZhuLewei LuJie ZhouXiaogang WangYu QiaoXiaowei HuPublished in: CoRR (2022)
Keyphrases
- image data
- image classification
- input image
- multiscale
- image analysis
- single image
- image features
- edge detection
- image segmentation
- image content
- image regions
- region of interest
- template matching
- image pixels
- image retrieval
- image collections
- image noise
- test images
- image representation
- keypoints
- feature points
- low level
- high resolution
- vector field
- image restoration
- social networks
- wavelet transform
- grey level
- gaussian filter