Zooming Out on Zooming In: Advancing Super-Resolution for Remote Sensing

29 November 2023

Papers citing "Zooming Out on Zooming In: Advancing Super-Resolution for Remote Sensing"

40 / 40 papers shown

Title
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 78 232 0 23 Jul 2023
$CLIPA-v2: Scaling CLIP Training with 81.1% Zero-shot ImageNet Accuracy within a \$10,000 Budget; An Extra \$4,000 Unlocks 81.8% Accuracy$ CLIPA-v2: Scaling CLIP Training with 81.1% Zero-shot ImageNet Accuracy within a \ $10,000 Budget; An Extra \$ 4,000 Unlocks 81.8% Accuracy Xianhang Li Zeyu Wang Cihang Xie CLIP VLM 94 20 0 27 Jun 2023
An Inverse Scaling Law for CLIP Training Xianhang Li Zeyu Wang Cihang Xie VLM CLIP 80 58 0 11 May 2023
DataComp: In search of the next generation of multimodal datasets S. Gadre Gabriel Ilharco Alex Fang J. Hayase Georgios Smyrnis ... A. Dimakis J. Jitsev Y. Carmon Vaishaal Shankar Ludwig Schmidt VLM 80 441 0 27 Apr 2023
EVA-CLIP: Improved Training Techniques for CLIP at Scale Quan-Sen Sun Yuxin Fang Ledell Yu Wu Xinlong Wang Yue Cao CLIP VLM 131 496 0 27 Mar 2023
Sigmoid Loss for Language Image Pre-Training Xiaohua Zhai Basil Mustafa Alexander Kolesnikov Lucas Beyer CLIP VLM 184 1,150 0 27 Mar 2023
Scaling up GANs for Text-to-Image Synthesis Minguk Kang Jun-Yan Zhu Richard Y. Zhang Jaesik Park Eli Shechtman Sylvain Paris Taesung Park 83 475 0 09 Mar 2023
Reproducible scaling laws for contrastive language-image learning Mehdi Cherti Romain Beaumont Ross Wightman Mitchell Wortsman Gabriel Ilharco Cade Gordon Christoph Schuhmann Ludwig Schmidt J. Jitsev VLM CLIP 116 807 0 14 Dec 2022
SatlasPretrain: A Large-Scale Dataset for Remote Sensing Image Understanding Favyen Bastani Piper Wolters Ritwik Gupta Joe Ferdinando Aniruddha Kembhavi 59 107 0 28 Nov 2022
SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation Yi Wang Nassim Ait Ali Braham Zhitong Xiong Chenying Liu C. Albrecht Xiao Xiang Zhu 77 72 0 13 Nov 2022
Super-Resolution by Predicting Offsets: An Ultra-Efficient Super-Resolution Network for Rasterized Images Jinjin Gu Haoming Cai Chenyu Dong Ruofan Zhang Yulun Zhang Wenming Yang Chun Yuan SupR 59 3 0 09 Oct 2022
MuS2: A Real-World Benchmark for Sentinel-2 Multi-Image Super-Resolution Paweł Kowaleczko Tomasz Tarasiewicz Maciej Ziaja Daniel Kostrzewa J. Nalepa Przemyslaw Rokita M. Kawulok SupR 57 20 0 06 Oct 2022
Multimodal contrastive learning for remote sensing tasks Umang Jain Alex Wilson Varun Gulshan SSL 113 24 0 06 Sep 2022
Classifier-Free Diffusion Guidance Jonathan Ho Tim Salimans FaML 193 3,889 0 26 Jul 2022
Open High-Resolution Satellite Imagery: The WorldStrat Dataset -- With Application to Super-Resolution Julien Cornebise Ivan Orsolic F. Kalaitzis 63 58 0 13 Jul 2022
Semantically Accurate Super-Resolution Generative Adversarial Networks Tristan Frizza D. Dansereau Nagita Mehr Seresht M. Bewley GAN 80 9 0 17 May 2022
Multi-Spectral Multi-Image Super-Resolution of Sentinel-2 with Radiometric Consistency Losses and Its Effect on Building Delineation Muhammed Razzak Gonzalo Mateo-García L. Gómez-Chova Y. Gal F. Kalaitzis 67 42 0 05 Nov 2021
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data Xintao Wang Liangbin Xie Chao Dong Ying Shan 123 1,162 0 22 Jul 2021
Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks Vivien Sainte Fare Garnot Loic Landrieu AI4TS 114 159 0 16 Jul 2021
Spatial-Temporal Super-Resolution of Satellite Imagery via Conditional Pixel Synthesis Yutong He Dingjie Wang Nicholas Lai William Zhang Chenlin Meng Marshall Burke David B. Lobell Stefano Ermon 51 24 0 22 Jun 2021
CLIPScore: A Reference-free Evaluation Metric for Image Captioning Jack Hessel Ari Holtzman Maxwell Forbes Ronan Le Bras Yejin Choi CLIP 139 1,561 0 18 Apr 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 447 21,439 0 25 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 927 29,436 0 26 Feb 2021
Deep Burst Super-Resolution Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte SupR 60 127 0 26 Jan 2021
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 275 7,384 0 06 Oct 2020
Fusion of Deep and Non-Deep Methods for Fast Super-Resolution of Satellite Images Gaurav Kumar Nayak Saksham Jain R. Venkatesh Babu Anirban Chakraborty SupR 26 2 0 03 Aug 2020
Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks Francesco Salvetti Vittorio Mazzia Aleem Khaliq Marcello Chiaberge SupR 73 117 0 06 Jul 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 625 18,096 0 19 Jun 2020
HighRes-net: Recursive Fusion for Multi-Frame Super-Resolution of Satellite Imagery Michel Deudon Alfredo Kalaitzis Israel Goytom Md Rifat Arefin Zhichao Lin Kris Sankaran Vincent Michalski Samira Ebrahimi Kahou Julien Cornebise Yoshua Bengio SupR 66 108 0 15 Feb 2020
DeepSUM: Deep neural network for Super-resolution of Unregistered Multitemporal images Andrea Bordone Molini D. Valsesia Giulia Fracastoro E. Magli SupR 57 125 0 15 Jul 2019
Super-Resolution of PROBA-V Images Using Convolutional Neural Networks Marcus Märtens Dario Izzo A. Kržič Daniël Cox SupR 51 76 0 03 Jul 2019
BigEarthNet: A Large-Scale Benchmark Archive For Remote Sensing Image Understanding Gencer Sumbul Marcela Charfuelan Begüm Demir Volker Markl 89 454 0 16 Feb 2019
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Xintao Wang Ke Yu Shixiang Wu Jinjin Gu Yihao Liu Chao Dong Chen Change Loy Yu Qiao Xiaoou Tang 157 3,728 0 01 Sep 2018
Perceptual Video Super Resolution with Enhanced Temporal Consistency Eduardo Pérez-Pellitero Mehdi S. M. Sajjadi M. Hirsch Bernhard Schölkopf SupR 52 25 0 20 Jul 2018
Residual Dense Network for Image Super-Resolution Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Y. Fu SupR 138 3,320 0 24 Feb 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 377 11,795 0 11 Jan 2018
Functional Map of the World Gordon A. Christie Neil Fendley James Wilson R. Mukherjee VGen 73 393 0 21 Nov 2017
Enhanced Deep Residual Networks for Single Image Super-Resolution Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee SupR 173 5,908 0 10 Jul 2017
Remote Sensing Image Scene Classification: Benchmark and State of the Art Gong Cheng Junwei Han Xiaoqiang Lu 103 2,255 0 01 Mar 2017
Image Super-Resolution Using Deep Convolutional Networks Chao Dong Chen Change Loy Kaiming He Xiaoou Tang SupR 150 8,077 0 31 Dec 2014