125 citations · 166 across the 36 of their papers we have counts for
4 papers · 1 filter
Progressive Evolution from Single-Point to Polygon for Scene Text
Linger Deng, Mingxin Huang, Xudong Xie +3
The advancement of text shape representations towards compactness has enhanced text detection and spotting performance, but at a high annotation cost. Current models use single-poi…
Enhancing Scene Text Detectors with Realistic Text Image Synthesis Using Diffusion Models
Ling Fu, Zijie Wu, Yingying Zhu +2
Scene text detection techniques have garnered significant attention due to their wide-ranging applications. However, existing methods have a high demand for training data, and obta…
Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal Models
Zhang Li, Biao Yang, Qiang Liu +6
Large Multimodal Models (LMMs) have shown promise in vision-language tasks but struggle with high-resolution input and detailed scene understanding. Addressing these challenges, we…
OCRBench: On the Hidden Mystery of OCR in Large Multimodal Models
Yuliang Liu, Zhang Li, Mingxin Huang +7
Large models have recently played a dominant role in natural language processing and multimodal vision-language learning. However, their effectiveness in text-related visual tasks…