Soan Thi Minh Duong — accepted AI-conference papers

2023

Logovit: Local-Global Vision Transformer for Object Re-Identification

Nguyen Phan, Ta Duc Huy, Soan Thi Minh Duong, Nguyen Hoang Tran, Sam Tran, Dao Huu Hung +3

ICASSP 2023accepted

Object re-identification (ReID) is prone to errors under variations in scale, illumination, complex background, and object occlusion scenarios. To overcome these challenges, attention mechanisms are employed to focus on the object's characteristics, thereby extracting better discriminative features.…

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2018

Anatomy-Guided Inverse-Gradient Susceptibility Artifact Correction Method for High-Resolution FMRI

Soan Thi Minh Duong, Mark M. Schira, Son Lam Phung, Abdesselam Bouzerdoum, H. G. B. Taylor

ICASSP 2018accepted

Functional Magnetic Resonance Imaging (fMRI) is a widely used and non-invasive technique for recording changes in brain activity. However, susceptibility artifacts are ubiquitous distortions in fMRI, especially strong in high-resolution images, causing the misrepresentation of brain function and str…

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