Super Resolution for LWIR - Githubissues

unizard / RealSR

Real Super-Resolution (including Hallucination)

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Super Resolution for LWIR #4

Open unizard opened 3 years ago

unizard commented 3 years ago

Challenge for RGB Super Resolution (SISR 문제라고 정의함)

NTIRE 2016-2021 라는 이름으로 6년간 지속해왔음
이름: New Trends in Image Restoration and Enhancement workshop
CVPR2021 Workshop

Challenge for thermal Super Resolution (TISR 문제라고 정의함)

unizard commented 3 years ago

RGB Dataset for Super Resolution

Dataset: 과거에 주로 사용되던 데이터 셋
- Set5, Set14, BSD, Urban100
Dataset: 도로주행에 가까운 씬 (TITS와 비교했을 때)
- KITTI
Dataset: 최근 논문에서 주로 사용되는 데이터 셋
- CAVE dataset, NTIRE 2020 dataset, Harvard dataset, Chikusei dataset

Thermal Dataset for Super Resolution

KAIST Dataset / TITS /
TISR 챌린지 데이터 셋
논문들 보고 정리 필요

unizard commented 3 years ago

Super-Resolution for Thermal Image

Thermal Image Super-Resolution Challenge - PBVS 2020, CVPRW2020
Color Guided Thermal Image Super Resolution, VCIP 2017
TherISuRNet - A Computationally Efficient Thermal Image Super-Resolution Network, CVPRW2020
Thermal Image SuperResolution Through Deep Convolutional Neural Network, Dataset, International Conference on Image Analysis and Recognition
Rapid superresolution for infrared imagery, Optical Express 2020 August
Thermal Image Super-resolution: A Novel Architecture and Dataset,
A multi-image super-resolution algorithm applied to thermal imagery, Applied Geomatics 2019
Laser excited super-resolution thermal imaging for nondestructive inspection of internal defects, Scientific Reports, December 2020
A Single-Image Super-Resolution Algorithm for Infrared Thermal Images , IJCSNS 2017
RGB-IR Cross Input and Sub-Pixel Upsampling Network for Infrared Image Super-Resolution, sensors 2020
Edge focused super-resolution of thermal images, IJCNN2019
Infrared Image Super-Resolution by Combining Compressive Sensing and Deep Learning, Sensors 2018

unizard commented 3 years ago

Resent Works: single-image super-resolution (~2020)

[CAR]Learned Image Downscaling for Upscaling using Content Adaptive Resampler, TIP2020
[DRLN+]Densely Residual Laplacian Super-Resolution, TPAMI 2020
[PASSRnet]Learning Parallax Attention for Stereo Image Super-Resolution, CVPR2019
[SRNTT][Image super-resolution by neural texture transfer](), CVPR2019
[ABPN]Image Super-Resolution via Attention based Back Projection Networks, ICCV2019
[DBPN]Deep Back-Projection Networks for Single Image Super-resolution, CVPR2018
[RDN][Residual Dense Network for Image Super-Resolution](), CVPR2018
[Crossnet][An end-to-end reference-based super resolution network using cross-scale warping](), ECCV2018
[RCAN][Image super-resolution using very deep residual channel attention networks](), ECCV2018

Resent Works: single-image super-resolution (~2021) 랭킹 없이 최근 논문

Real-World Single Image Super-Resolution: A Brief Review, under review
Asymmetric CNN for image super-resolution, TSMCS 2021
Deep Burst Super-Resolution, CVPR2021 Workshop / ETH
Hyperspectral Image Super-Resolution with Spectral Mixup and Heterogeneous Datasets, CVPR2021 workshop / ETH
Lightweight Single-Image Super-Resolution Network with Attentive Auxiliary Feature Learning, ACCV2020
Learning Texture Transformer Network for Image Super-Resolution, CVPR2020 / Pytorch / Microsoft Research / Video