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HighRes-net: Recursive Fusion for Multi-Frame Super-Resolution of
  Satellite Imagery

HighRes-net: Recursive Fusion for Multi-Frame Super-Resolution of Satellite Imagery

15 February 2020
Michel Deudon
Alfredo Kalaitzis
Israel Goytom
Md Rifat Arefin
Zhichao Lin
Kris Sankaran
Vincent Michalski
Samira Ebrahimi Kahou
Julien Cornebise
Yoshua Bengio
    SupR
ArXiv (abs)PDFHTML

Papers citing "HighRes-net: Recursive Fusion for Multi-Frame Super-Resolution of Satellite Imagery"

44 / 44 papers shown
SatFusion: A Unified Framework for Enhancing Remote Sensing Images via Multi-Frame and Multi-Source Images Fusion
SatFusion: A Unified Framework for Enhancing Remote Sensing Images via Multi-Frame and Multi-Source Images Fusion
Yufei Tong
Guanjie Cheng
Peihan Wu
Yicheng Zhu
Kexu Lu
Feiyi Chen
340
0
0
09 Oct 2025
NTIRE 2025 Challenge on Efficient Burst HDR and Restoration: Datasets, Methods, and Results
NTIRE 2025 Challenge on Efficient Burst HDR and Restoration: Datasets, Methods, and Results
Sangmin Lee
Eunpil Park
Angel Canelo
Hyunhee Park
Youngjo Kim
...
Alvaro Garcıa-Lara
Daniel Feijoo
Alvaro Garcıa
Zeyu Xiao
Zerui Li
338
26
0
17 May 2025
Self-Supervised Enhancement of Forward-Looking Sonar Images: Bridging Cross-Modal Degradation Gaps through Feature Space Transformation and Multi-Frame Fusion
Self-Supervised Enhancement of Forward-Looking Sonar Images: Bridging Cross-Modal Degradation Gaps through Feature Space Transformation and Multi-Frame Fusion
Zheng Zhang
Peng Zhang
Fengxiang Wang
Liangli Ma
Fuchun Sun
341
0
0
15 Apr 2025
Toward task-driven satellite image super-resolution
Toward task-driven satellite image super-resolutionIEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2024
Maciej Ziaja
Pawel Kowaleczko
Daniel Kostrzewa
Nicolas Longépé
M. Kawulok
SupR
299
2
0
19 Mar 2025
QMambaBSR: Burst Image Super-Resolution with Query State Space Model
QMambaBSR: Burst Image Super-Resolution with Query State Space ModelComputer Vision and Pattern Recognition (CVPR), 2024
Xin Di
Long Peng
Peizhe Xia
Wenbo Li
Renjing Pei
Yang Cao
Yang Wang
Zheng-Jun Zha
494
26
0
16 Aug 2024
Burst Image Super-Resolution with Base Frame Selection
Burst Image Super-Resolution with Base Frame Selection
Sanghyun Kim
Min Jung Lee
Woohyeok Kim
Deunsol Jung
Jaesung Rim
Sunghyun Cho
Minsu Cho
SupR
252
2
0
25 Jun 2024
Cross-sensor super-resolution of irregularly sampled Sentinel-2 time
  series
Cross-sensor super-resolution of irregularly sampled Sentinel-2 time series
Aimi Okabayashi
Nicolas Audebert
Simon Donike
Charlotte Pelletier
230
11
0
25 Apr 2024
Deep Learning for Satellite Image Time Series Analysis: A Review
Deep Learning for Satellite Image Time Series Analysis: A Review
Lynn Miller
Charlotte Pelletier
Geoffrey I. Webb
381
67
0
05 Apr 2024
Semantic Lens: Instance-Centric Semantic Alignment for Video
  Super-Resolution
Semantic Lens: Instance-Centric Semantic Alignment for Video Super-ResolutionAAAI Conference on Artificial Intelligence (AAAI), 2023
Qi Tang
Yao-Min Zhao
Meiqin Liu
Jian Jin
Chao Yao
326
10
0
13 Dec 2023
Zooming Out on Zooming In: Advancing Super-Resolution for Remote Sensing
Zooming Out on Zooming In: Advancing Super-Resolution for Remote Sensing
Piper Wolters
Favyen Bastani
Aniruddha Kembhavi
279
8
0
29 Nov 2023
High-Resolution Building and Road Detection from Sentinel-2
High-Resolution Building and Road Detection from Sentinel-2
Wojciech Sirko
Emmanuel Asiedu Brempong
Juliana T. C. Marcos
Abigail Annkah
Abel Korme
...
T. Shekel
Abdoulaye Diack
Sella Nevo
Jason Hickey
John Quinn
201
34
0
17 Oct 2023
Homogenising SoHO/EIT and SDO/AIA 171Å$~$ Images: A Deep Learning
  Approach
Homogenising SoHO/EIT and SDO/AIA 171Å ~  Images: A Deep Learning Approach
Subhamoy Chatterjee
A. Muñoz-Jaramillo
M. Dayeh
Hazel M. Bain
Kimberly Moreland
UQCV
137
0
0
20 Aug 2023
Simultaneous temperature estimation and nonuniformity correction from
  multiple frames
Simultaneous temperature estimation and nonuniformity correction from multiple framesIEEE Transactions on Image Processing (IEEE TIP), 2023
N. Oz
O. Berman
N. Sochen
David Mendelovich
I. Klapp
238
4
0
23 Jul 2023
RBSR: Efficient and Flexible Recurrent Network for Burst
  Super-Resolution
RBSR: Efficient and Flexible Recurrent Network for Burst Super-ResolutionChinese Conference on Pattern Recognition and Computer Vision (CPRCV), 2023
Ren-Rong Wu
Zhilu Zhang
Shuohao Zhang
Hongzhi Zhang
W. Zuo
329
9
0
30 Jun 2023
CANDID: Correspondence AligNment for Deep-burst Image Denoising
CANDID: Correspondence AligNment for Deep-burst Image DenoisingCanadian Conference on Computer and Robot Vision (CRV), 2023
Arijit Mallick
Raphael Braun
Hendrik PA Lensch
279
0
0
16 Jun 2023
Can SAM Boost Video Super-Resolution?
Can SAM Boost Video Super-Resolution?
Zhihe Lu
Zeyu Xiao
Jiawang Bai
Zhiwei Xiong
Xinchao Wang
396
35
0
11 May 2023
L1BSR: Exploiting Detector Overlap for Self-Supervised Single-Image
  Super-Resolution of Sentinel-2 L1B Imagery
L1BSR: Exploiting Detector Overlap for Self-Supervised Single-Image Super-Resolution of Sentinel-2 L1B Imagery
N. Nguyen
J. Anger
Axel Davy
Pablo Arias
Gabriele Facciolo
355
12
0
14 Apr 2023
Gated Multi-Resolution Transfer Network for Burst Restoration and
  Enhancement
Gated Multi-Resolution Transfer Network for Burst Restoration and EnhancementComputer Vision and Pattern Recognition (CVPR), 2023
Nancy Mehta
Akshay Dudhane
Subrahmanyam Murala
Syed Waqas Zamir
Salman Khan
Fahad Shahbaz Khan
193
20
0
13 Apr 2023
Burstormer: Burst Image Restoration and Enhancement Transformer
Burstormer: Burst Image Restoration and Enhancement TransformerComputer Vision and Pattern Recognition (CVPR), 2023
Akshay Dudhane
Syed Waqas Zamir
Salman Khan
Fahad Shahbaz Khan
Ming-Hsuan Yang
283
67
0
03 Apr 2023
CoT-MISR:Marrying Convolution and Transformer for Multi-Image
  Super-Resolution
CoT-MISR:Marrying Convolution and Transformer for Multi-Image Super-Resolution
Mingming Xiu
Yang Nie
Qing-Huang Song
Chun Liu
SupRViT
197
6
0
12 Mar 2023
Combination of Single and Multi-frame Image Super-resolution: An
  Analytical Perspective
Combination of Single and Multi-frame Image Super-resolution: An Analytical Perspective
M. Afrasiabi
Reshad Hosseini
A. Abbasfar
189
1
0
06 Mar 2023
Multitemporal and multispectral data fusion for super-resolution of
  Sentinel-2 images
Multitemporal and multispectral data fusion for super-resolution of Sentinel-2 imagesIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
Tomasz Tarasiewicz
J. Nalepa
R. Farrugia
G. Valentino
Mang Chen
J. A. Briffa
M. Kawulok
202
31
0
26 Jan 2023
Contrastive Learning for Climate Model Bias Correction and
  Super-Resolution
Contrastive Learning for Climate Model Bias Correction and Super-Resolution
Tristan C Ballard
Gopal Erinjippurath
AI4Cl
190
5
0
10 Nov 2022
IQUAFLOW: A new framework to measure image quality
IQUAFLOW: A new framework to measure image quality
P. Gallés
K. Takáts
Miguel Hernández-Cabronero
David Berga
L. Pega
...
A. Garriga
A. Bukva
J. Serra-Sagristà
David Vilaseca
J. Marín
217
2
0
24 Oct 2022
MuS2: A Real-World Benchmark for Sentinel-2 Multi-Image Super-Resolution
MuS2: A Real-World Benchmark for Sentinel-2 Multi-Image Super-ResolutionScientific Data (Sci Data), 2022
Paweł Kowaleczko
Tomasz Tarasiewicz
Maciej Ziaja
Daniel Kostrzewa
J. Nalepa
Przemyslaw Rokita
M. Kawulok
SupR
233
34
0
06 Oct 2022
Multi-temporal speckle reduction with self-supervised deep neural
  networks
Multi-temporal speckle reduction with self-supervised deep neural networksIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022
Inès Meraoumia
Emanuele Dalsasso
L. Denis
Rémy Abergel
F. Tupin
190
18
0
22 Jul 2022
Open High-Resolution Satellite Imagery: The WorldStrat Dataset -- With Application to Super-Resolution
Open High-Resolution Satellite Imagery: The WorldStrat Dataset -- With Application to Super-ResolutionNeural Information Processing Systems (NeurIPS), 2022
Julien Cornebise
Ivan Orsolic
F. Kalaitzis
233
82
0
13 Jul 2022
Self-Supervised Super-Resolution for Multi-Exposure Push-Frame
  Satellites
Self-Supervised Super-Resolution for Multi-Exposure Push-Frame SatellitesComputer Vision and Pattern Recognition (CVPR), 2022
N. Nguyen
J. Anger
Axel Davy
Pablo Arias
Gabriele Facciolo
SupR
258
21
0
04 May 2022
BSRT: Improving Burst Super-Resolution with Swin Transformer and
  Flow-Guided Deformable Alignment
BSRT: Improving Burst Super-Resolution with Swin Transformer and Flow-Guided Deformable Alignment
Ziwei Luo
Youwei Li
Shuyang Cheng
Lei Yu
Qi Wu
Zhihong Wen
Haoqiang Fan
Jian Sun
Shuaicheng Liu
ViT
272
58
0
18 Apr 2022
Learning Trajectory-Aware Transformer for Video Super-Resolution
Learning Trajectory-Aware Transformer for Video Super-ResolutionComputer Vision and Pattern Recognition (CVPR), 2022
Chengxu Liu
Huan Yang
Jianlong Fu
Xueming Qian
ViT
386
110
0
08 Apr 2022
Kernel-aware Burst Blind Super-Resolution
Kernel-aware Burst Blind Super-Resolution
Wenyi Lian
Shanglian Peng
SupR
324
10
0
14 Dec 2021
Multi-Spectral Multi-Image Super-Resolution of Sentinel-2 with
  Radiometric Consistency Losses and Its Effect on Building Delineation
Multi-Spectral Multi-Image Super-Resolution of Sentinel-2 with Radiometric Consistency Losses and Its Effect on Building DelineationIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2021
Muhammed Razzak
Gonzalo Mateo-García
L. Gómez-Chova
Y. Gal
F. Kalaitzis
232
62
0
05 Nov 2021
RBSRICNN: Raw Burst Super-Resolution through Iterative Convolutional
  Neural Network
RBSRICNN: Raw Burst Super-Resolution through Iterative Convolutional Neural Network
Rao Muhammad Umer
C. Micheloni
SupR
274
3
0
25 Oct 2021
Burst Image Restoration and Enhancement
Burst Image Restoration and Enhancement
Akshay Dudhane
Syed Waqas Zamir
Salman Khan
Fahad A Khan
Ming-Hsuan Yang
382
118
0
07 Oct 2021
Deep Reparametrization of Multi-Frame Super-Resolution and Denoising
Deep Reparametrization of Multi-Frame Super-Resolution and Denoising
Goutam Bhat
Martin Danelljan
Feng Yu
Luc Van Gool
Radu Timofte
SupR
285
76
0
18 Aug 2021
Lucas-Kanade Reloaded: End-to-End Super-Resolution from Raw Image Bursts
Lucas-Kanade Reloaded: End-to-End Super-Resolution from Raw Image BurstsIEEE International Conference on Computer Vision (ICCV), 2021
Bruno Lecouat
Jean Ponce
Julien Mairal
SupR
254
46
0
13 Apr 2021
Super-Resolving Beyond Satellite Hardware Using Realistically Degraded
  Images
Super-Resolving Beyond Satellite Hardware Using Realistically Degraded Images
Jack White
Alex Codoreanu
I. Zuleta
Colm Lynch
G. Marchisio
Stephen M. Petrie
A. Duffy
SupR
223
3
0
10 Mar 2021
Deep Burst Super-Resolution
Deep Burst Super-ResolutionComputer Vision and Pattern Recognition (CVPR), 2021
Goutam Bhat
Martin Danelljan
Luc Van Gool
Radu Timofte
SupR
323
160
0
26 Jan 2021
Proba-V-ref: Repurposing the Proba-V challenge for reference-aware super
  resolution
Proba-V-ref: Repurposing the Proba-V challenge for reference-aware super resolution
N. Nguyen
J. Anger
Axel Davy
Pablo Arias
Gabriele Facciolo
192
7
0
25 Jan 2021
FireSRnet: Geoscience-Driven Super-Resolution of Future Fire Risk from
  Climate Change
FireSRnet: Geoscience-Driven Super-Resolution of Future Fire Risk from Climate Change
Tristan C Ballard
Gopal Erinjippurath
165
4
0
24 Nov 2020
Cryo-ZSSR: multiple-image super-resolution based on deep internal
  learning
Cryo-ZSSR: multiple-image super-resolution based on deep internal learning
Qinwen Huang
Ye Zhou
Xiaochen Du
Reed Chen
Jianyou Wang
Cynthia Rudin
A. Bartesaghi
SupR
198
1
0
22 Nov 2020
Pix2Streams: Dynamic Hydrology Maps from Satellite-LiDAR Fusion
Pix2Streams: Dynamic Hydrology Maps from Satellite-LiDAR Fusion
D. García
Gonzalo Mateo-García
Hannes Bernhardt
R. Hagensieker
Ignacio G. Lopez Francos
J. Stock
G. Schumann
K. Dobbs
F. Kalaitzis
140
6
0
15 Nov 2020
Predicting Landsat Reflectance with Deep Generative Fusion
Predicting Landsat Reflectance with Deep Generative Fusion
S. Bouabid
M. Chernetskiy
M. Rischard
Jevgenij Gamper
318
7
0
09 Nov 2020
Multi-image Super Resolution of Remotely Sensed Images using Residual
  Feature Attention Deep Neural Networks
Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks
Francesco Salvetti
Vittorio Mazzia
Aleem Khaliq
Marcello Chiaberge
SupR
268
138
0
06 Jul 2020
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