Diving into the Depths of Spotting Text in Multi-Domain Noisy Scenes

Alloy Das,Sanket Biswas,Umapada Pal,Josep Lladós,Alloy Das,Sanket Biswas,Umapada Pal,Josep Lladós

When used in a real-world noisy environment, the capacity to generalize to multiple domains is essential for any autonomous scene text spotting system. However, existing state-of-the-art methods employ pretraining and fine-tuning strategies on natural scene datasets, which do not exploit the feature interaction across other complex domains. In this work, we explore and investigate the problem of d...