57 citations · 96 across the 17 of their papers we have counts for
4 papers · 1 filter
Multimodal Transformer Using Cross-Channel attention for Object Detection in Remote Sensing Images
Bissmella Bahaduri, Zuheng Ming, Fangchen Feng +1
Object detection in Remote Sensing Images (RSI) is a critical task for numerous applications in Earth Observation (EO). Differing from object detection in natural images, object de…
GlobalDoc: A Cross-Modal Vision-Language Framework for Real-World Document Image Retrieval and Classification
Souhail Bakkali, Sanket Biswas, Zuheng Ming +4
Visual document understanding (VDU) has rapidly advanced with the development of powerful multi-modal language models. However, these models typically require extensive document pr…
EAML: Ensemble Self-Attention-based Mutual Learning Network for Document Image Classification
Souhail Bakkali, Ziheng Ming, Mickael Coustaty +1
In the recent past, complex deep neural networks have received huge interest in various document understanding tasks such as document image classification and document retrieval. A…
MMFormer: Multimodal Transformer Using Multiscale Self-Attention for Remote Sensing Image Classification
Bo Zhang, Zuheng Ming, Wei Feng +3
To benefit the complementary information between heterogeneous data, we introduce a new Multimodal Transformer (MMFormer) for Remote Sensing (RS) image classification using Hypersp…