Sudipan Saha

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 61

Top Topics

Change Detection

Unsupervised Learning

Domain Adaptation

Image Classification

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

Publications

Sudipan Saha, Tushar Verma, Dário Augusto Borges Oliveira
Evolution of urban areas and land surface temperature. CoRR (2024)
Ridvan Salih Kuzu, Oleg Antropov, Matthieu Molinier, Corneliu Octavian Dumitru, Sudipan Saha, Xiaoxiang Zhu
Forest Disturbance Detection via Self-Supervised and Transfer Learning With Sentinel-1&2 Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Jonathan Prexl, Sudipan Saha, Michael Schmitt
High Precision Mapping Of Building Changes Using Sentinel-2. IGARSS (2023)
Shan Zhao, Sudipan Saha, Zhitong Xiong, Niklas Boers, Xiao Xiang Zhu
Exploring Geometric Deep Learning For Precipitation Nowcasting. CoRR (2023)
Oleg Antropov, Matthieu Molinier, Ridvan Salih Kuzu, Lloyd H. Hughes, Marc Rußwurm, Devis Tuia, Corneliu Octavian Dumitru, Shaojia Ge, Sudipan Saha, Xiao Xiang Zhu
Semi-Supervised Deep Learning Representations in Earth Observation Based Forest Management. IGARSS (2023)
Lukas Kondmann, Sudipan Saha, Xiao Xiang Zhu
SemiSiROC: Semisupervised Change Detection With Optical Imagery and an Unsupervised Teacher Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
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
Automatic Detection of Building Displacements Through Unsupervised Learning From InSAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Shan Zhao, Sudipan Saha, Zhitong Xiong, Niklas Boers, Xiao Xiang Zhu
Exploring Geometric Deep Learning for Precipitation Nowcasting. IGARSS (2023)
Martin Hermann, Sudipan Saha, Xiao Xiang Zhu
Filtering Specialized Change in a Few-Shot Setting. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Jakob Gawlikowski, Sudipan Saha, Julia Niebling, Xiao Xiang Zhu
Handling unexpected inputs: incorporating source-wise out-of-distribution detection into SAR-optical data fusion for scene classification. EURASIP J. Adv. Signal Process. 2023 (1) (2023)
Sudipan Saha, Xiao Xiang Zhu
Patch-Level Unsupervised Planetary Change Detection. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Zhiyong Lv, Tongfei Liu, Robert Wang, Jón Atli Benediktsson, Sudipan Saha
Automatic Landslide Inventory Mapping Approach Based on Change Detection Technique With Very-High-Resolution Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Lichao Mou, Yuansheng Hua, Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu
Detecting Changes by Learning No Changes: Data-Enclosing-Ball Minimizing Autoencoders for One-Class Change Detection in Multispectral Imagery. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Luca Bergamasco, Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
Unsupervised Change Detection Using Convolutional-Autoencoder Multiresolution Features. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jakob Gawlikowski, Sudipan Saha, Julia Niebling, Xiao Xiang Zhu
Robust Distribution-Shift Aware Sar-Optical data Fusion for Multi-Label Scene Classification. IGARSS (2022)
Lukas Kondmann, Aysim Toker, Sudipan Saha, Bernhard Schölkopf, Laura Leal-Taixé, Xiao Xiang Zhu
Spatial Context Awareness for Unsupervised Change Detection in Optical Satellite Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Hitesh Kandala, Sudipan Saha, Biplab Banerjee, Xiao Xiang Zhu
Exploring Transformer and Multilabel Classification for Remote Sensing Image Captioning. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Jakob Gawlikowski, Sudipan Saha, Anna M. Kruspe, Xiao Xiang Zhu
An Advanced Dirichlet Prior Network for Out-of-Distribution Detection in Remote Sensing. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
Change Detection in Image Time-Series Using Unsupervised LSTM. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Lichao Mou, Sudipan Saha, Yuansheng Hua, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu
Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Codrut-Andrei Diaconu, Sudipan Saha, Stephan Günnemann, Xiao Xiang Zhu
Understanding the Role of Weather Data for Earth Surface Forecasting using a ConvLSTM-based Model. CVPR Workshops (2022)
Sudipan Saha, Shan Zhao, Nasrullah Sheikh, Xiao Xiang Zhu
Reiterative Domain Aware Multi-target Adaptation. GCPR (2022)
Massimo Zanetti, Sudipan Saha, Daniele Marinelli, Maria Lucia Magliozzi, Massimo Zavagli, Mario Costantini, Francesca Bovolo, Lorenzo Bruzzone
A System for Burned Area Detection on Multispectral Imagery. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Sudipan Saha, Muhammad Shahzad, Patrick Ebel, Xiao Xiang Zhu
Supervised Change Detection Using Prechange Optical-SAR and Postchange SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Sudipan Saha, Shan Zhao, Xiao Xiang Zhu
Multitarget Domain Adaptation for Remote Sensing Classification Using Graph Neural Network. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Sudipan Saha, Patrick Ebel, Xiao Xiang Zhu
Self-Supervised Multisensor Change Detection. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Sudipan Saha, Muhammad Shahzad, Lichao Mou, Qian Song, Xiao Xiang Zhu
Unsupervised Single-Scene Semantic Segmentation for Earth Observation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Sudipan Saha, Jakob Gawlikowski, Jay Nandy, Xiao Xiang Zhu
Compact Feature Representation for Unsupervised Ood Detection. IGARSS (2022)
Sudipan Saha, Shan Zhao, Muhammad Shahzad, Xiao Xiang Zhu
Mitigating Distribution Shift for Multi-Sensor Classification. IGARSS (2022)
Lichao Mou, Sudipan Saha, Yuansheng Hua, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu
Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification. CoRR (2021)
Sudipan Saha, Biplab Banerjee, Xiao Xiang Zhu
Trusting Small Training Dataset for Supervised Change Detection. IGARSS (2021)
Jakob Gawlikowski, Sudipan Saha, Anna M. Kruspe, Xiao Xiang Zhu
Out-of-distribution detection in satellite image classification. CoRR (2021)
Sudipan Saha, Patrick Ebel, Xiao Xiang Zhu
Self-supervised Multisensor Change Detection. CoRR (2021)
Sudipan Saha, Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone
Unsupervised Deep Transfer Learning-Based Change Detection for HR Multispectral Images. IEEE Geosci. Remote. Sens. Lett. 18 (5) (2021)
Sudipan Saha, Lichao Mou, Muhammad Shahzad, Xiao Xiang Zhu
Segmentation of VHR EO Images using Unsupervised Learning. MACLEAN@PKDD/ECML (2021)
Jakob Gawlikowski, Sudipan Saha, Anna M. Kruspe, Xiao Xiang Zhu
Towards Out-of-Distribution Detection for Remote Sensing. IGARSS (2021)
Lukas Kondmann, Aysim Toker, Sudipan Saha, Bernhard Schölkopf, Laura Leal-Taixé, Xiaoxiang Zhu
Spatial Context Awareness for Unsupervised Change Detection in Optical Satellite Images. CoRR (2021)
Sudipan Saha, Lichao Mou, Muhammad Shahzad, Xiao Xiang Zhu
Segmentation of VHR EO Images using Unsupervised Learning. CoRR (2021)
Jay Nandy, Sudipan Saha, Wynne Hsu, Mong-Li Lee, Xiao Xiang Zhu
Adversarially Robust Classifier with Covariate Shift Adaptation. CoRR (2021)
Konstantin Klemmer, Sudipan Saha, Matthias Kahl, Tianlin Xu, Xiao Xiang Zhu
Generative modeling of spatio-temporal weather patterns with extreme event conditioning. CoRR (2021)
Sudipan Saha, Lichao Mou, Xiao Xiang Zhu, Francesca Bovolo, Lorenzo Bruzzone
Semisupervised Change Detection Using Graph Convolutional Network. IEEE Geosci. Remote. Sens. Lett. 18 (4) (2021)
Sudipan Saha, Lukas Kondmann, Qian Song, Xiao Xiang Zhu
Change Detection in Hyperdimensional Images Using Untrained Models. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
Building Change Detection in VHR SAR Images via Unsupervised Deep Transcoding. IEEE Trans. Geosci. Remote. Sens. 59 (3) (2021)
Sudipan Saha, Tahir Ahmad
Federated transfer learning: Concept and applications. Intelligenza Artificiale 15 (1) (2021)
Nouman Ahmed, Sudipan Saha, Muhammad Shahzad, Muhammad Moazam Fraz, Xiao Xiang Zhu
Progressive Unsupervised Deep Transfer Learning for Forest Mapping in Satellite Image. ICCVW (2021)
Sudipan Saha, Shan Zhao, Xiao Xiang Zhu
Reiterative Domain Aware Multi-target Adaptation. CoRR (2021)
Sudipan Saha, Nasrullah Sheikh
Ultrasound Image Classification using ACGAN with Small Training Dataset. CoRR (2021)
Sudipan Saha, Biplab Banerjee, Xiao Xiang Zhu
Trusting small training dataset for supervised change detection. CoRR (2021)
Jonathan Prexl, Sudipan Saha, Xiao Xiang Zhu
Mitigating Spatial and Spectral Differences for Change Detection Using Super-Resolution and Unsupervised Learning. IGARSS (2021)
Sudipan Saha, Nasrullah Sheikh, Biplab Banerjee, Sumedh Pendurkar
Self-supervised Deep Learning for Flower Image Segmentation. IIT (2020)
Sudipan Saha, Lichao Mou, Chunping Qiu, Xiao Xiang Zhu, Francesca Bovolo, Lorenzo Bruzzone
Unsupervised Deep Joint Segmentation of Multitemporal High-Resolution Images. IEEE Trans. Geosci. Remote. Sens. 58 (12) (2020)
Sudipan Saha, Lichao Mou, Chunping Qiu, Xiao Xiang Zhu, Francesca Bovolo, Lorenzo Bruzzone
A Novel Approach to Unsupervised Segmentation of Multitemporal VHR Images based on Deep Learning. IGARSS (2020)
Sudipan Saha, Tahir Ahmad
Federated Transfer Learning: concept and applications. CoRR (2020)
Sumedh Pendurkar, Biplab Banerjee, Sudipan Saha, Francesca Bovolo
Single Image Super-Resolution for Optical Satellite Scenes Using Deep Deconvolutional Network. ICIAP (1) (2019)
Sudipan Saha, Swathikiran Sudhakaran, Biplab Banerjee, Sumedh Pendurkar
Semantic Guided Deep Unsupervised Image Segmentation. ICIAP (2) (2019)
Massimo Zanetti, Daniele Marinelli, Manuel Bertoluzza, Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone, Maria Lucia Magliozzi, Massimo Zavagli, Mario Costantini
A high resolution burned area detector for Sentinel-2 and Landsat-8. MultiTemp (2019)
Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
Unsupervised Deep Change Vector Analysis for Multiple-Change Detection in VHR Images. IEEE Trans. Geosci. Remote. Sens. 57 (6) (2019)
Sudipan Saha, Yady Tatiana Solano Correa, Francesca Bovolo, Lorenzo Bruzzone
Unsupervised deep learning based change detection in Sentinel-2 images. MultiTemp (2019)
Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
Unsupervised Multiple-Change Detection in VHR Multisensor Images Via Deep-Learning Based Adaptation. IGARSS (2019)
Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone
Unsupervised Multiple-Change Detection in VHR Optical Images Using Deep Features. IGARSS (2018)
Sudipan Saha, Biplab Banerjee, Shabbir N. Merchant
Unsupervised domain adaptation without source domain training samples: a maximum margin clustering based approach. ICVGIP (2016)
Sudipan Saha, Prem C. Pandey
Estimation of the area of mouth opening during speech production. ICVGIP (2012)