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Multimodal Sensor Fusion In Single Thermal image Super-Resolution

MSF-STI-SR

Feras Almasri, Olivier Debeir

Multimodal fusion model

Samples annotations

57 test samples, each sample has 17 versions represented in the following annotations:

Anotation Description
Bi Bicubic interpolated sample
HR High resolution sample
LR Low
M_1 TSRCNN
M_2 VTSRCNN
M_3 TSRCNN with 16 blocks
M_4 InpDconv-TRSCNNres
M_5 AllDconv-TRSCNNres
M_6 TSRCNN with 10 blocks
M_7 Inpbilinear-TRSCNNres
M_8 Inpbicubic-TRSCNNres
M_9 AllDconv-TSRCNN Trained on upsampled image
M_10 TSRGAN
M_11 VTSRGAN
LAPSRN Original LAPSRN model
VDSR2 Original VDSR model
VDSR3 VDSRex

Models used in the Color-coded votes flow diagram

1 M_1
2 M_2
3 M_4
4 M_5
5 M_10
6 M_11
7 VDSR2
8 VDSR3
9 LAPSRN

Citation

@article{almasri2018multimodal,
title={Multimodal Sensor Fusion In Single Thermal image Super-Resolution},
author={Almasri, Feras and Debeir, Olivier},
journal={arXiv preprint arXiv:1812.09276},
year={2018}
}

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