Kenneth Viet Lam Tran

College of Engineering

Works (2)

Updated: April 11th, 2023 10:13

2022 article

SAR Self-Enhanced by Electro-optical Network (SARSEEN)

SIGNAL PROCESSING, SENSOR/INFORMATION FUSION, AND TARGET RECOGNITION XXXI, Vol. 12122.

By: K. Tran n, W. Sakla* & H. Krim n

author keywords: S AR; multimodal fusion; remote sensing
TL;DR: A framework is developed that inputs a SAR image and predicts a Canny edge map of the optical image, which retains structural information, while removing superfluous details, and can outperform the same model that only uses the SAR image. (via Semantic Scholar)
Source: Web Of Science
Added: September 6, 2022

2021 article

GENERATIVE INFORMATION FUSION

2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021), pp. 3990–3994.

By: K. Tran n, W. Sakla* & H. Krim n

author keywords: multimodal fusion; remote sensing; gans
TL;DR: The ability to exploit sensing modalities for mitigating an unrepresented modality or for potentially re-targeting resources is demonstrated, and experiments show that emulating a multi-modal system by perturbing a single modality with noise can help us achieve competitive results compared to using multiple modalities. (via Semantic Scholar)
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Source: Web Of Science
Added: November 29, 2021

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