IQMA Network: Multi-Scale Image Quality Assessment with Deep Learning

IQMA Network is a novel deep learning-based multi-scale image quality assessment (IQA) network. It focuses on predicting quality scores from image patches at multiple scales, which is highly beneficial for quality assessment in scenarios with complex scenes, such as surveillance video. By examining the image at different scales, IQMA can better distinguish between subtle differences in image quality, making it more accurate than traditional IQA methods. IQMA also offers a fast and accurate way to assess image quality in real-time applications.