Search Results for author: Peigen Luo

Found 3 papers, 3 papers with code

Semantic Segmentation of Underwater Imagery: Dataset and Benchmark

3 code implementations • 2 Apr 2020 • Md Jahidul Islam, Chelsey Edge, Yuyang Xiao, Peigen Luo, Muntaqim Mehtaz, Christopher Morse, Sadman Sakib Enan, Junaed Sattar

We also present a benchmark evaluation of state-of-the-art semantic segmentation approaches based on standard performance metrics.

Saliency Prediction Scene Understanding +1

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Code

Simultaneous Enhancement and Super-Resolution of Underwater Imagery for Improved Visual Perception

4 code implementations • 4 Feb 2020 • Md Jahidul Islam, Peigen Luo, Junaed Sattar

In this paper, we introduce and tackle the simultaneous enhancement and super-resolution (SESR) problem for underwater robot vision and provide an efficient solution for near real-time applications.

Image Enhancement Saliency Prediction +1

110

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Underwater Image Super-Resolution using Deep Residual Multipliers

3 code implementations • 20 Sep 2019 • Md Jahidul Islam, Sadman Sakib Enan, Peigen Luo, Junaed Sattar

We present a deep residual network-based generative model for single image super-resolution (SISR) of underwater imagery for use by autonomous underwater robots.

Ranked #1 on Image Super-Resolution on USR-248 - 4x upscaling

Image Super-Resolution Scene Understanding

Paper
Code

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