FQ-Conv-ViT: A quantized convolutional vision transformer model for diabetic retinopathy classification
FQ-Conv-ViT: A quantized convolutional vision transformer model for diabetic retinopathy classification
Panpan Wu,Yue Qu,2 Authors,Hengyong Yu
2025 · DOI: 10.1007/s11760-025-04254-w
Signal, Image and Video Processing · 2 Citations
TLDR
A novel fully quantized convolutional vision transformer (FQ-Conv-ViT) model is developed based on the Conv-attention module to enhance the performance of DR classification and outperforms existing state-of-the-art methods.