Abstract: Image processing algorithms continue to demand higher performance from computers. However, computer performance is not improving at the same rate as before. In response to the current ...

🔍 High-Fidelity Image Processing: Fine-tuned MLLM with pixel-level grounding provides precise localization of visual elements, enabling accurate data extraction and visual manipulation.

Abstract: Transformer is leading a trend in the field of image processing. While existing lightweight image processing transformers have achieved notable success, they primarily focus on reducing ...