Search Results for author: Thanh Hung Nguyen

Found 5 papers, 4 papers with code

Multi-stream Fusion for Class Incremental Learning in Pill Image Classification

1 code implementation5 Oct 2022 Trong-Tung Nguyen, Hieu H. Pham, Phi Le Nguyen, Thanh Hung Nguyen, Minh Do

From this framework, we consider color-specific information of pill images as a guidance stream and devise an approach, namely "Color Guidance with Multi-stream intermediate fusion"(CG-IMIF) for solving CIL pill image classification task.

Classification Class Incremental Learning +2

Image-based Contextual Pill Recognition with Medical Knowledge Graph Assistance

no code implementations4 Aug 2022 Anh Duy Nguyen, Thuy Dung Nguyen, Huy Hieu Pham, Thanh Hung Nguyen, Phi Le Nguyen

To this end, in this paper, we introduce a novel approach named PIKA that leverages external knowledge to enhance pill recognition accuracy.

Graph Embedding

SAFL: A Self-Attention Scene Text Recognizer with Focal Loss

1 code implementation1 Jan 2022 Bao Hieu Tran, Thanh Le-Cong, Huu Manh Nguyen, Duc Anh Le, Thanh Hung Nguyen, Phi Le Nguyen

In this paper, we introduce SAFL, a self-attention-based neural network model with the focal loss for scene text recognition, to overcome the limitation of the existing approaches.

Optical Character Recognition Optical Character Recognition (OCR) +1

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