Weakly Supervised Semantic Segmentation of Remote Sensing Images for Tree Species Classification Based on Explanation Methods
Steve Ahlswede, Nimisha Madam, Christian Schulz, Birgit Kleinschmit and Begüm Demіr
IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur, Malaysia, 2022.
BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval
Gencer Sumbul, Arne de Wall, Tristan Kreuziger, Filipe Marcelino, Hugo Costa, Pedro Benevides, Mário Caetano, Begüm Demir, Volker Markl
IEEE Geoscience and Remote Sensing Magazine, vol. 9, no. 3, pp. 174-180, Sept. 2021.
SiDroForest Siberian Drone-mapped Forest inventory
Femke van Geffen, Birgit Heim, Ulrike Herzschuh, Luidmila Pestryakova, Evgenii Zakharov, Ronny Hänsch, Begüm Demir, Birgit Kleinschmit, Michael Förster, and Stefan Kruse
EGU General Assembly, 2021.
Band-Wise Multi-Scale CNN Architecture for Remote Sensing Image Scene Classification
Jian Kang, Begüm Demir
IEEE International Geoscience and Remote Sensing Symposium, Waikoloa, HI, USA, pp. 1687-1690, 2020.
A Novel Data Fusion Technique for Snow Cover Retrieval
Ludovica De Gregorio, Mattia Callegari, Carlo Marin, Marc Zebisch, Lorenzo Bruzzone, Begüm Demir, Ulrich Strasser, Thomas Marke, Daniel Günther, R. Nadalet and Claudia Notarnicola
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 12(8):2862-2877, 2019.
Weighted Support Vector Machines for Tree Species Classification using Lidar Data
Hoang Minh Nguyen and Begüm Demir and Michele Dalponte
IEEE International Geoscience and Remote Sensing Symposium, 6740-6743, 2019.
Multiple Kernel Learning for Remote Sensing Image Classification
Saeid Niazmardi and Begüm Demir and Lorenzo Bruzzone and Abdolreza Safari and Saeid Homayouni
IEEE Trans. Geoscience and Remote Sensing, 1425–1443, 2018.
Multilabel Remote Sensing Image Retrieval Using a Semisupervised Graph-Theoretic Method
Bindita Chaudhuri and Begüm Demir and Subhasis Chaudhuri and Lorenzo Bruzzone
IEEE Trans. Geoscience and Remote Sensing, 1144–1158, 2018.
From Big Data to Big Information and Big Knowledge: the Case of Earth Observation Data
Konstantina Bereta, Manolis Koubarakis, Stefan Manegold, George Stamoulis, Begüm Demir
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018.
Integration of Remote Sensing with A Hydroclimatological Model for an Improved Monitoring of Alpine Glaciers
Mattia Callegari and Carlo Marin and Daniel Günther and Philipp Rastner and Lorenzo Bruzzone and Begüm Demir and Thomas Marke and Ulrich Strasser and Marc Zebisch and Claudia Notarnicola
International Conference on Geoscience and Remote Sensing Symposium, 6239-6242, 2018.
A Novel Data Fusion Technique for Snow Parameter Retrieval
Ludovica Gregorio and Mattia Callegari and Carlo Marin and Marc Zebisch and Lorenzo Bruzzone and Begüm Demir and Ulrich Strasser and Daniel Günther and Thomas Marke and Claudia Notarnicola
International Conference on Geoscience and Remote Sensing Symposium, 6247-6250, 2018.