Adapting a swin transformer for license plate number and text detection in drone images

S Pal, A Roy, S Palaiahnakote… - Artificial Intelligence and …, 2023 - ojs.bonviewpress.com
The use of drones and unmanned aerial vehicles has significantly increased in various real-
world applications such as monitoring illegal car parking, tracing vehicles, controlling traffic …

Deep imbalanced learning for multimodal emotion recognition in conversations

T Meng, Y Shou, W Ai, N Yin, K Li - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The main task of Multimodal Emotion Recognition in Conversations (MERC) is to identify the
emotions in modalities, eg, text, audio, image, and video, which is a significant development …

A decade: review of scene text detection methods

E Rainarli - Computer Science Review, 2021 - Elsevier
The rapid development of scene text detection shows us the need for text recognition in a
scene image. Road signs recognition, reading the scene image for machine translation, text …

ACE: Anchor-free corner evolution for real-time arbitrarily-oriented object detection

P Dai, S Yao, Z Li, S Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Objects with different orientations are ubiquitous in the real world (eg, texts/hands in the
scene image, objects in the aerial image, etc.), and the widely-used axis-aligned bounding …

HGR-Net: Hierarchical graph reasoning network for arbitrary shape scene text detection

H Bi, C Xu, C Shi, G Liu, H Zhang, Y Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
As a prerequisite step of scene text reading, scene text detection is known as a challenging
task due to natural scene text diversity and variability. Most existing methods either adopt …

Textdct: Arbitrary-shaped text detection via discrete cosine transform mask

Y Su, Z Shao, Y Zhou, F Meng, H Zhu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Arbitrary-shaped scene text detection is a challenging task due to the variety of text changes
in font, size, color, and orientation. Most existing regression based methods resort to regress …

Text growing on leaf

C Yang, M Chen, Y Yuan… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Irregular-shaped texts bring challenges to Scene Text Detection (STD). Although existing
regression-based approaches achieve comparable performances, they fail to cover some …

An end-to-end model for multi-view scene text recognition

A Banerjee, P Shivakumara, S Bhattacharya, U Pal… - Pattern Recognition, 2024 - Elsevier
Due to the increasing applications of surveillance and monitoring such as person re-
identification, vehicle re-identification and sports events tracking, the necessity of text …

Granularity-aware single-point scene text spotting with sequential recurrence self-attention

X Tong, P Dai, X Qin, R Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Scene text spotting, a unified framework between text detection and text recognition, has
made great progress in recent years. Existing methods usually adopt the fully-supervised …

Morphtext: Deep morphology regularized accurate arbitrary-shape scene text detection

C Xu, W Jia, R Wang, X Luo… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Bottom-up text detection methods play an important role in arbitrary-shape scene text
detection but there are two restrictions preventing them from achieving their great potential …