TransTIC: Transferring Transformer-based Image Compression from Human Perception to Machine Perception.
Yi-Hsin ChenYing-Chieh WengChia-Hao KaoCheng ChienWei-Chen ChiuWen-Hsiao PengPublished in: ICCV (2023)
Keyphrases
- human perception
- image compression
- vector quantization
- human visual system
- wavelet transform
- human visual perception
- subband
- perceptual quality
- multi object
- image processing
- age estimation
- reinforcement learning
- fault diagnosis
- transfer learning
- object recognition
- feature extraction
- image sequences
- distorted images
- image quality
- domain knowledge
- spatio temporal
- search engine