Sudipan Saha

71 papers C 13Journal 45Unranked 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
Integrating Deep Change Vector Analysis and SAM for Class-Specific Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sudipan Saha, Kanishk Awadhiya
2024 J jnl
Beyond Grid Data: Exploring Graph Neural Networks for Earth Observation.
CoRR
Shan Zhao, Zhaiyu Chen, Zhitong Xiong, Yilei Shi, Sudipan Saha, Xiao Xiang Zhu
2024 J jnl
Cluster-Segregate-Perturb (CSP): A Model-agnostic Explainability Pipeline for Spatiotemporal Land Surface Forecasting Models.
CoRR
Tushar Verma, Sudipan Saha
2024 J jnl
Confidence Estimation in Unsupervised Deep Change Vector Analysis.
IEEE Trans. Geosci. Remote. Sens.
Sudipan Saha
2024 — conf
Evolution of Urban Areas and Land Surface Temperature.
CVMI
Sudipan Saha, Tushar Verma, Dário Augusto Borges Oliveira
2024 J jnl
Evolution of urban areas and land surface temperature.
CoRR
Sudipan Saha, Tushar Verma, Dário Augusto Borges Oliveira
2024 J jnl
Forest Disturbance Detection via Self-Supervised and Transfer Learning With Sentinel-1&2 Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ridvan Salih Kuzu, Oleg Antropov, Matthieu Molinier, Corneliu Octavian Dumitru, Sudipan Saha, Xiao Xiang Zhu
2024 C conf
Mapping High-Resolution Building Development Over Delhi Ncr Using Sentinel-2.
IGARSS
Deepika Mann, Jonathan Prexl, Sudipan Saha, Michael Schmitt
2024 — conf
Segment Using Just One Example.
ICPR (Workshops and Challenges, 4)
Pratik Vora, Sudipan Saha
2024 J jnl
Segment Using Just One Example.
CoRR
Pratik Vora, Sudipan Saha
2024 J jnl
Specialized Change Detection using Segment Anything.
CoRR
Tahir Ahmad, Sudipan Saha
2023 J jnl
Automatic Detection of Building Displacements Through Unsupervised Learning From InSAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
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
2023 J jnl
Exploring Geometric Deep Learning For Precipitation Nowcasting.
CoRR
Shan Zhao, Sudipan Saha, Zhitong Xiong, Niklas Boers, Xiao Xiang Zhu
2023 C conf
Exploring Geometric Deep Learning for Precipitation Nowcasting.
IGARSS
Shan Zhao, Sudipan Saha, Zhitong Xiong, Niklas Boers, Xiao Xiang Zhu
2023 J jnl
Filtering Specialized Change in a Few-Shot Setting.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Martin Hermann, Sudipan Saha, Xiao Xiang Zhu
2023 J jnl
Handling unexpected inputs: incorporating source-wise out-of-distribution detection into SAR-optical data fusion for scene classification.
EURASIP J. Adv. Signal Process.
Jakob Gawlikowski, Sudipan Saha, Julia Niebling, Xiao Xiang Zhu
2023 C conf
High Precision Mapping Of Building Changes Using Sentinel-2.
IGARSS
Jonathan Prexl, Sudipan Saha, Michael Schmitt
2023 C conf
Semi-Supervised Deep Learning Representations in Earth Observation Based Forest Management.
IGARSS
Oleg Antropov, Matthieu Molinier, Ridvan Salih Kuzu, Lloyd H. Hughes, Marc Rußwurm, Devis Tuia, Corneliu Octavian Dumitru, Shaojia Ge, Sudipan Saha, Xiao Xiang Zhu
2023 J jnl
SemiSiROC: Semisupervised Change Detection With Optical Imagery and an Unsupervised Teacher Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lukas Kondmann, Sudipan Saha, Xiao Xiang Zhu
2022 J jnl
A System for Burned Area Detection on Multispectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Massimo Zanetti, Sudipan Saha, Daniele Marinelli, Maria Lucia Magliozzi, Massimo Zavagli, Mario Costantini, Francesca Bovolo, Lorenzo Bruzzone
2022 J jnl
An Advanced Dirichlet Prior Network for Out-of-Distribution Detection in Remote Sensing.
IEEE Trans. Geosci. Remote. Sens.
Jakob Gawlikowski, Sudipan Saha, Anna M. Kruspe, Xiao Xiang Zhu
2022 J jnl
Automatic Landslide Inventory Mapping Approach Based on Change Detection Technique With Very-High-Resolution Images.
IEEE Geosci. Remote. Sens. Lett.
Zhiyong Lv, Tongfei Liu, Robert Wang, Jón Atli Benediktsson, Sudipan Saha
2022 J jnl
Change Detection in Image Time-Series Using Unsupervised LSTM.
IEEE Geosci. Remote. Sens. Lett.
Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
2022 C conf
Compact Feature Representation for Unsupervised Ood Detection.
IGARSS
Sudipan Saha, Jakob Gawlikowski, Jay Nandy, Xiao Xiang Zhu
2022 J jnl
Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Lichao Mou, Sudipan Saha, Yuansheng Hua, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu
2022 J jnl
Detecting Changes by Learning No Changes: Data-Enclosing-Ball Minimizing Autoencoders for One-Class Change Detection in Multispectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Lichao Mou, Yuansheng Hua, Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu
2022 J jnl
Exploring Transformer and Multilabel Classification for Remote Sensing Image Captioning.
IEEE Geosci. Remote. Sens. Lett.
Hitesh Kandala, Sudipan Saha, Biplab Banerjee, Xiao Xiang Zhu
2022 C conf
Mitigating Distribution Shift for Multi-Sensor Classification.
IGARSS
Sudipan Saha, Shan Zhao, Muhammad Shahzad, Xiao Xiang Zhu
2022 J jnl
Multitarget Domain Adaptation for Remote Sensing Classification Using Graph Neural Network.
IEEE Geosci. Remote. Sens. Lett.
Sudipan Saha, Shan Zhao, Xiao Xiang Zhu
2022 J jnl
Patch-Level Unsupervised Planetary Change Detection.
IEEE Geosci. Remote. Sens. Lett.
Sudipan Saha, Xiao Xiang Zhu
2022 — conf
Reiterative Domain Aware Multi-target Adaptation.
GCPR
Sudipan Saha, Shan Zhao, Nasrullah Sheikh, Xiao Xiang Zhu
2022 C conf
Robust Distribution-Shift Aware Sar-Optical data Fusion for Multi-Label Scene Classification.
IGARSS
Jakob Gawlikowski, Sudipan Saha, Julia Niebling, Xiao Xiang Zhu
2022 J jnl
Self-Supervised Multisensor Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Sudipan Saha, Patrick Ebel, Xiao Xiang Zhu
2022 J jnl
Spatial Context Awareness for Unsupervised Change Detection in Optical Satellite Images.
IEEE Trans. Geosci. Remote. Sens.
Lukas Kondmann, Aysim Toker, Sudipan Saha, Bernhard Schölkopf, Laura Leal-Taixé, Xiao Xiang Zhu
2022 J jnl
Supervised Change Detection Using Prechange Optical-SAR and Postchange SAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sudipan Saha, Muhammad Shahzad, Patrick Ebel, Xiao Xiang Zhu
2022 — conf
Understanding the Role of Weather Data for Earth Surface Forecasting using a ConvLSTM-based Model.
CVPR Workshops
Codrut-Andrei Diaconu, Sudipan Saha, Stephan Günnemann, Xiao Xiang Zhu
2022 J jnl
Unsupervised Change Detection Using Convolutional-Autoencoder Multiresolution Features.
IEEE Trans. Geosci. Remote. Sens.
Luca Bergamasco, Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
2022 J jnl
Unsupervised Single-Scene Semantic Segmentation for Earth Observation.
IEEE Trans. Geosci. Remote. Sens.
Sudipan Saha, Muhammad Shahzad, Lichao Mou, Qian Song, Xiao Xiang Zhu
2021 J jnl
Adversarially Robust Classifier with Covariate Shift Adaptation.
CoRR
Jay Nandy, Sudipan Saha, Wynne Hsu, Mong-Li Lee, Xiao Xiang Zhu
2021 J jnl
Building Change Detection in VHR SAR Images via Unsupervised Deep Transcoding.
IEEE Trans. Geosci. Remote. Sens.
Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
2021 J jnl
Change Detection in Hyperdimensional Images Using Untrained Models.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sudipan Saha, Lukas Kondmann, Qian Song, Xiao Xiang Zhu
2021 J jnl
Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification.
CoRR
Lichao Mou, Sudipan Saha, Yuansheng Hua, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu
2021 J jnl
Federated transfer learning: Concept and applications.
Intelligenza Artificiale
Sudipan Saha, Tahir Ahmad
2021 J jnl
Generative modeling of spatio-temporal weather patterns with extreme event conditioning.
CoRR
Konstantin Klemmer, Sudipan Saha, Matthias Kahl, Tianlin Xu, Xiao Xiang Zhu
2021 C conf
Mitigating Spatial and Spectral Differences for Change Detection Using Super-Resolution and Unsupervised Learning.
IGARSS
Jonathan Prexl, Sudipan Saha, Xiao Xiang Zhu
2021 J jnl
Out-of-distribution detection in satellite image classification.
CoRR
Jakob Gawlikowski, Sudipan Saha, Anna M. Kruspe, Xiao Xiang Zhu
2021 — conf
Progressive Unsupervised Deep Transfer Learning for Forest Mapping in Satellite Image.
ICCVW
Nouman Ahmed, Sudipan Saha, Muhammad Shahzad, Muhammad Moazam Fraz, Xiao Xiang Zhu
2021 J jnl
Reiterative Domain Aware Multi-target Adaptation.
CoRR
Sudipan Saha, Shan Zhao, Xiao Xiang Zhu
2021 — conf
Segmentation of VHR EO Images using Unsupervised Learning.
MACLEAN@PKDD/ECML
Sudipan Saha, Lichao Mou, Muhammad Shahzad, Xiao Xiang Zhu
2021 J jnl
Segmentation of VHR EO Images using Unsupervised Learning.
CoRR
Sudipan Saha, Lichao Mou, Muhammad Shahzad, Xiao Xiang Zhu
2021 J jnl
Self-supervised Multisensor Change Detection.
CoRR
Sudipan Saha, Patrick Ebel, Xiao Xiang Zhu
2021 J jnl
Semisupervised Change Detection Using Graph Convolutional Network.
IEEE Geosci. Remote. Sens. Lett.
Sudipan Saha, Lichao Mou, Xiao Xiang Zhu, Francesca Bovolo, Lorenzo Bruzzone
2021 J jnl
Spatial Context Awareness for Unsupervised Change Detection in Optical Satellite Images.
CoRR
Lukas Kondmann, Aysim Toker, Sudipan Saha, Bernhard Schölkopf, Laura Leal-Taixé, Xiaoxiang Zhu
2021 C conf
Towards Out-of-Distribution Detection for Remote Sensing.
IGARSS
Jakob Gawlikowski, Sudipan Saha, Anna M. Kruspe, Xiao Xiang Zhu
2021 C conf
Trusting Small Training Dataset for Supervised Change Detection.
IGARSS
Sudipan Saha, Biplab Banerjee, Xiao Xiang Zhu
2021 J jnl
Trusting small training dataset for supervised change detection.
CoRR
Sudipan Saha, Biplab Banerjee, Xiao Xiang Zhu
2021 J jnl
Ultrasound Image Classification using ACGAN with Small Training Dataset.
CoRR
Sudipan Saha, Nasrullah Sheikh
2021 J jnl
Unsupervised Deep Transfer Learning-Based Change Detection for HR Multispectral Images.
IEEE Geosci. Remote. Sens. Lett.
Sudipan Saha, Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone
2020 C conf
A Novel Approach to Unsupervised Segmentation of Multitemporal VHR Images based on Deep Learning.
IGARSS
Sudipan Saha, Lichao Mou, Chunping Qiu, Xiao Xiang Zhu, Francesca Bovolo, Lorenzo Bruzzone
2020 J jnl
Federated Transfer Learning: concept and applications.
CoRR
Sudipan Saha, Tahir Ahmad
2020 — conf
Self-supervised Deep Learning for Flower Image Segmentation.
IIT
Sudipan Saha, Nasrullah Sheikh, Biplab Banerjee, Sumedh Pendurkar
2020 J jnl
Unsupervised Deep Joint Segmentation of Multitemporal High-Resolution Images.
IEEE Trans. Geosci. Remote. Sens.
Sudipan Saha, Lichao Mou, Chunping Qiu, Xiao Xiang Zhu, Francesca Bovolo, Lorenzo Bruzzone
2019 — conf
A high resolution burned area detector for Sentinel-2 and Landsat-8.
MultiTemp
Massimo Zanetti, Daniele Marinelli, Manuel Bertoluzza, Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone, Maria Lucia Magliozzi, Massimo Zavagli, Mario Costantini
2019 — conf
Semantic Guided Deep Unsupervised Image Segmentation.
ICIAP (2)
Sudipan Saha, Swathikiran Sudhakaran, Biplab Banerjee, Sumedh Pendurkar
2019 — conf
Single Image Super-Resolution for Optical Satellite Scenes Using Deep Deconvolutional Network.
ICIAP (1)
Sumedh Pendurkar, Biplab Banerjee, Sudipan Saha, Francesca Bovolo
2019 J jnl
Unsupervised Deep Change Vector Analysis for Multiple-Change Detection in VHR Images.
IEEE Trans. Geosci. Remote. Sens.
Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
2019 C conf
Unsupervised Multiple-Change Detection in VHR Multisensor Images Via Deep-Learning Based Adaptation.
IGARSS
Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
2019 — conf
Unsupervised deep learning based change detection in Sentinel-2 images.
MultiTemp
Sudipan Saha, Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone
2018 C conf
Unsupervised Multiple-Change Detection in VHR Optical Images Using Deep Features.
IGARSS
Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
2016 — conf
Unsupervised domain adaptation without source domain training samples: a maximum margin clustering based approach.
ICVGIP
Sudipan Saha, Biplab Banerjee, Shabbir N. Merchant
2012 — conf
Estimation of the area of mouth opening during speech production.
ICVGIP
Sudipan Saha, Prem C. Pandey