Sudipan Saha

According to our database, Sudipan Saha authored at least 61 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Confidence Estimation in Unsupervised Deep Change Vector Analysis.

Sudipan Saha

IEEE Trans. Geosci. Remote. Sens., 2024

Forest Disturbance Detection via Self-Supervised and Transfer Learning With Sentinel-1&2 Images.

Ridvan Salih Kuzu, Oleg Antropov, Matthieu Molinier, Corneliu Octavian Dumitru, Sudipan Saha, Xiaoxiang Zhu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Beyond Grid Data: Exploring Graph Neural Networks for Earth Observation.

Shan Zhao, Zhaiyu Chen, Zhitong Xiong, Yilei Shi, Sudipan Saha, Xiao Xiang Zhu

CoRR, 2024

Segment Using Just One Example.

Pratik Vora, Sudipan Saha

CoRR, 2024

Specialized Change Detection using Segment Anything.

Tahir Ahmad, Sudipan Saha

CoRR, 2024

Cluster-Segregate-Perturb (CSP): A Model-agnostic Explainability Pipeline for Spatiotemporal Land Surface Forecasting Models.

Tushar Verma, Sudipan Saha

CoRR, 2024

Evolution of urban areas and land surface temperature.

Sudipan Saha, Tushar Verma, Dário Augusto Borges Oliveira

CoRR, 2024

Mapping High-Resolution Building Development Over Delhi Ncr Using Sentinel-2.

Deepika Mann, Jonathan Prexl, Sudipan Saha, Michael Schmitt

Proceedings of the IGARSS 2024, 2024

2023

Handling unexpected inputs: incorporating source-wise out-of-distribution detection into SAR-optical data fusion for scene classification.

Jakob Gawlikowski, Sudipan Saha, Julia Niebling, Xiao Xiang Zhu

EURASIP J. Adv. Signal Process., December, 2023

Automatic Detection of Building Displacements Through Unsupervised Learning From InSAR Data.

Ridvan Salih Kuzu, Leonardo Bagaglini, Yi Wang, Corneliu Octavian Dumitru, Nassim Ait Ali Braham, Giorgio Pasquali, Filippo Santarelli, Francesco Trillo, Sudipan Saha, Xiao Xiang Zhu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

SemiSiROC: Semisupervised Change Detection With Optical Imagery and an Unsupervised Teacher Model.

Lukas Kondmann, Sudipan Saha, Xiao Xiang Zhu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Filtering Specialized Change in a Few-Shot Setting.

Martin Hermann, Sudipan Saha, Xiao Xiang Zhu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Exploring Geometric Deep Learning for Precipitation Nowcasting.

Shan Zhao, Sudipan Saha, Zhitong Xiong, Niklas Boers, Xiao Xiang Zhu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

High Precision Mapping Of Building Changes Using Sentinel-2.

Jonathan Prexl, Sudipan Saha, Michael Schmitt

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Semi-Supervised Deep Learning Representations in Earth Observation Based Forest Management.

Oleg Antropov, Matthieu Molinier, Ridvan Salih Kuzu, Lloyd H. Hughes, Marc Rußwurm, Devis Tuia, Corneliu Octavian Dumitru, Shaojia Ge, Sudipan Saha, Xiao Xiang Zhu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

A System for Burned Area Detection on Multispectral Imagery.

Massimo Zanetti, Sudipan Saha, Daniele Marinelli, Maria Lucia Magliozzi, Massimo Zavagli, Mario Costantini, Francesca Bovolo, Lorenzo Bruzzone

IEEE Trans. Geosci. Remote. Sens., 2022

Unsupervised Single-Scene Semantic Segmentation for Earth Observation.

Sudipan Saha, Muhammad Shahzad, Lichao Mou, Qian Song, Xiao Xiang Zhu

IEEE Trans. Geosci. Remote. Sens., 2022

Self-Supervised Multisensor Change Detection.

Sudipan Saha, Patrick Ebel, Xiao Xiang Zhu

IEEE Trans. Geosci. Remote. Sens., 2022

Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification.

Lichao Mou, Sudipan Saha, Yuansheng Hua, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu

IEEE Trans. Geosci. Remote. Sens., 2022

Detecting Changes by Learning No Changes: Data-Enclosing-Ball Minimizing Autoencoders for One-Class Change Detection in Multispectral Imagery.

Lichao Mou, Yuansheng Hua, Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu

IEEE Trans. Geosci. Remote. Sens., 2022

Spatial Context Awareness for Unsupervised Change Detection in Optical Satellite Images.

Lukas Kondmann, Aysim Toker, Sudipan Saha, Bernhard Schölkopf, Laura Leal-Taixé, Xiao Xiang Zhu

IEEE Trans. Geosci. Remote. Sens., 2022

An Advanced Dirichlet Prior Network for Out-of-Distribution Detection in Remote Sensing.

Jakob Gawlikowski, Sudipan Saha, Anna M. Kruspe, Xiao Xiang Zhu

IEEE Trans. Geosci. Remote. Sens., 2022

Unsupervised Change Detection Using Convolutional-Autoencoder Multiresolution Features.

Luca Bergamasco, Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone

IEEE Trans. Geosci. Remote. Sens., 2022

Supervised Change Detection Using Prechange Optical-SAR and Postchange SAR Data.

Sudipan Saha, Muhammad Shahzad, Patrick Ebel, Xiao Xiang Zhu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Multitarget Domain Adaptation for Remote Sensing Classification Using Graph Neural Network.

Sudipan Saha, Shan Zhao, Xiao Xiang Zhu

IEEE Geosci. Remote. Sens. Lett., 2022

Patch-Level Unsupervised Planetary Change Detection.

Sudipan Saha, Xiao Xiang Zhu

IEEE Geosci. Remote. Sens. Lett., 2022

Change Detection in Image Time-Series Using Unsupervised LSTM.

Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone

IEEE Geosci. Remote. Sens. Lett., 2022

Automatic Landslide Inventory Mapping Approach Based on Change Detection Technique With Very-High-Resolution Images.

Zhiyong Lv, Tongfei Liu, Robert Wang, Jón Atli Benediktsson, Sudipan Saha

IEEE Geosci. Remote. Sens. Lett., 2022

Exploring Transformer and Multilabel Classification for Remote Sensing Image Captioning.

Hitesh Kandala, Sudipan Saha, Biplab Banerjee, Xiao Xiang Zhu

IEEE Geosci. Remote. Sens. Lett., 2022

Mitigating Distribution Shift for Multi-Sensor Classification.

Sudipan Saha, Shan Zhao, Muhammad Shahzad, Xiao Xiang Zhu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Compact Feature Representation for Unsupervised Ood Detection.

Sudipan Saha, Jakob Gawlikowski, Jay Nandy, Xiao Xiang Zhu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Robust Distribution-Shift Aware Sar-Optical data Fusion for Multi-Label Scene Classification.

Jakob Gawlikowski, Sudipan Saha, Julia Niebling, Xiao Xiang Zhu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Reiterative Domain Aware Multi-target Adaptation.

Sudipan Saha, Shan Zhao, Nasrullah Sheikh, Xiao Xiang Zhu

Proceedings of the Pattern Recognition, 2022

Understanding the Role of Weather Data for Earth Surface Forecasting using a ConvLSTM-based Model.

Codrut-Andrei Diaconu, Sudipan Saha, Stephan Günnemann, Xiao Xiang Zhu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Building Change Detection in VHR SAR Images via Unsupervised Deep Transcoding.

Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone

IEEE Trans. Geosci. Remote. Sens., 2021

Change Detection in Hyperdimensional Images Using Untrained Models.

Sudipan Saha, Lukas Kondmann, Qian Song, Xiao Xiang Zhu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Semisupervised Change Detection Using Graph Convolutional Network.

Sudipan Saha, Lichao Mou, Xiao Xiang Zhu, Francesca Bovolo, Lorenzo Bruzzone

IEEE Geosci. Remote. Sens. Lett., 2021

Unsupervised Deep Transfer Learning-Based Change Detection for HR Multispectral Images.

Sudipan Saha, Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone

IEEE Geosci. Remote. Sens. Lett., 2021

Federated transfer learning: Concept and applications.

Sudipan Saha, Tahir Ahmad

Intelligenza Artificiale, 2021

Reiterative Domain Aware Multi-target Adaptation.

Sudipan Saha, Shan Zhao, Xiao Xiang Zhu

CoRR, 2021

Generative modeling of spatio-temporal weather patterns with extreme event conditioning.

Konstantin Klemmer, Sudipan Saha, Matthias Kahl, Tianlin Xu, Xiao Xiang Zhu

CoRR, 2021

Out-of-distribution detection in satellite image classification.

Jakob Gawlikowski, Sudipan Saha, Anna M. Kruspe, Xiao Xiang Zhu

CoRR, 2021

Adversarially Robust Classifier with Covariate Shift Adaptation.

Jay Nandy, Sudipan Saha, Wynne Hsu, Mong-Li Lee, Xiao Xiang Zhu

CoRR, 2021

Ultrasound Image Classification using ACGAN with Small Training Dataset.

Sudipan Saha, Nasrullah Sheikh

CoRR, 2021

Segmentation of VHR EO Images using Unsupervised Learning.

Sudipan Saha, Lichao Mou, Muhammad Shahzad, Xiao Xiang Zhu

Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2021), 2021

Trusting Small Training Dataset for Supervised Change Detection.

Sudipan Saha, Biplab Banerjee, Xiao Xiang Zhu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Mitigating Spatial and Spectral Differences for Change Detection Using Super-Resolution and Unsupervised Learning.

Jonathan Prexl, Sudipan Saha, Xiao Xiang Zhu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Towards Out-of-Distribution Detection for Remote Sensing.

Jakob Gawlikowski, Sudipan Saha, Anna M. Kruspe, Xiao Xiang Zhu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Progressive Unsupervised Deep Transfer Learning for Forest Mapping in Satellite Image.

Nouman Ahmed, Sudipan Saha, Muhammad Shahzad, Muhammad Moazam Fraz, Xiao Xiang Zhu

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020

Unsupervised Deep Joint Segmentation of Multitemporal High-Resolution Images.

Sudipan Saha, Lichao Mou, Chunping Qiu, Xiao Xiang Zhu, Francesca Bovolo, Lorenzo Bruzzone

IEEE Trans. Geosci. Remote. Sens., 2020

Self-supervised Deep Learning for Flower Image Segmentation.

Sudipan Saha, Nasrullah Sheikh, Biplab Banerjee, Sumedh Pendurkar

Proceedings of the 14th International Conference on Innovations in Information Technology, 2020

A Novel Approach to Unsupervised Segmentation of Multitemporal VHR Images based on Deep Learning.

Sudipan Saha, Lichao Mou, Chunping Qiu, Xiao Xiang Zhu, Francesca Bovolo, Lorenzo Bruzzone

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Unsupervised Deep Change Vector Analysis for Multiple-Change Detection in VHR Images.

Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone

IEEE Trans. Geosci. Remote. Sens., 2019

A high resolution burned area detector for Sentinel-2 and Landsat-8.

Massimo Zanetti, Daniele Marinelli, Manuel Bertoluzza, Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone, Maria Lucia Magliozzi, Massimo Zavagli, Mario Costantini

Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019

Unsupervised deep learning based change detection in Sentinel-2 images.

Sudipan Saha, Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone

Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019

Unsupervised Multiple-Change Detection in VHR Multisensor Images Via Deep-Learning Based Adaptation.

Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Semantic Guided Deep Unsupervised Image Segmentation.

Sudipan Saha, Swathikiran Sudhakaran, Biplab Banerjee, Sumedh Pendurkar

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Single Image Super-Resolution for Optical Satellite Scenes Using Deep Deconvolutional Network.

Sumedh Pendurkar, Biplab Banerjee, Sudipan Saha, Francesca Bovolo

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

2018

Unsupervised Multiple-Change Detection in VHR Optical Images Using Deep Features.

Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2016

Unsupervised domain adaptation without source domain training samples: a maximum margin clustering based approach.

Sudipan Saha, Biplab Banerjee, Shabbir N. Merchant

Proceedings of the Tenth Indian Conference on Computer Vision, 2016

2012

Estimation of the area of mouth opening during speech production.

Sudipan Saha, Prem C. Pandey

Proceedings of the Eighth Indian Conference on Vision, Graphics and Image Processing, 2012