26 citations · 31 across the 6 of their papers we have counts for
5 papers · 1 filter
Out-of-Length Scene Text Recognition: A Two-Axis Diagnosis and a Training-Free Fix
Zobeir Raisi, John Zelek
Scene Text Recognition (STR) models are trained almost exclusively on word crops of at most 25 characters, yet real deployments (signage, product labels, dense captions) require re…
2D Rotary Position Embedding for Scene Text Recognition with Transformers
Zobeir Raisi
Scene Text Recognition (STR) remains challenging due to the diversity of text appearances, including curvature, rotation, and perspective distortion. Recent Transformer-based appro…
Text Detection & Recognition in the Wild for Robot Localization
Zobeir Raisi, John Zelek
Signage is everywhere and a robot should be able to take advantage of signs to help it localize (including Visual Place Recognition (VPR)) and map. Robust text detection & recognit…
Arbitrary Shape Text Detection using Transformers
Zobeir Raisi, Georges Younes, John Zelek
Recent text detection frameworks require several handcrafted components such as anchor generation, non-maximum suppression (NMS), or multiple processing stages (e.g. label generati…
Text Detection and Recognition in the Wild: A Review
Zobeir Raisi, Mohamed A. Naiel, Paul Fieguth +2
Detection and recognition of text in natural images are two main problems in the field of computer vision that have a wide variety of applications in analysis of sports videos, aut…