Mihai Datcu

Research interests

Publications

• Explainable, Physics-Aware, Trustworthy Artificial Intelligence: A paradigm shift for synthetic aperture radar

  IEEE Geoscience and Remote Sensing Magazine · 2023 · 10.1109/mgrs.2023.3237465

• Physically explainable CNN for SAR image classification

  ISPRS Journal of Photogrammetry and Remote Sensing · 2022 · 10.1016/j.isprsjprs.2022.05.008

• Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 10.1109/tpami.2021.3117983

• Classification of Large-Scale High-Resolution SAR Images With Deep Transfer Learning

  IEEE Geoscience and Remote Sensing Letters · 2020 · 10.1109/lgrs.2020.2965558

• Deep SAR-Net: Learning objects from signals

  ISPRS Journal of Photogrammetry and Remote Sensing · 2020 · 10.1016/j.isprsjprs.2020.01.016

• Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation

  IEEE Transactions on Big Data · 2019 · 10.1109/tbdata.2019.2948924

• DOTA: A Large-Scale Dataset for Object Detection in Aerial Images

  Journal · 2018 · https://doi.org/10.1109/cvpr.2018.00418

• DOTA: A Large-scale Dataset for Object Detection in Aerial Images

  arXiv (Cornell University) · 2017 · 10.48550/arxiv.1711.10398

• Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection

  arXiv (Cornell University) · 2016 · 10.1016/j.isprsjprs.2017.11.009

• SEMANTIC SEGMENTATION OF AERIAL IMAGES WITH AN ENSEMBLE OF CNNS

  ISPRS annals of the photogrammetry, remote sensing and spatial information sciences · 2016 · 10.5194/isprs-annals-iii-3-473-2016

• SEMANTIC SEGMENTATION OF AERIAL IMAGES WITH AN ENSEMBLE OF CNNS

  ISPRS annals of the photogrammetry, remote sensing and spatial information sciences · 2016 · 10.5194/isprsannals-iii-3-473-2016

• Discriminative Nonnegative Matrix Factorization for dimensionality reduction

  Neurocomputing · 2015 · 10.1016/j.neucom.2014.12.124

• Deep Learning Earth Observation Classification Using ImageNet Pretrained Networks

  IEEE Geoscience and Remote Sensing Letters · 2015 · 10.1109/lgrs.2015.2499239

• Information Content of Very High Resolution SAR Images: Study of Feature Extraction and Imaging Parameters

  IEEE Transactions on Geoscience and Remote Sensing · 2013 · 10.1109/tgrs.2013.2265413

• Earth-Observation Image Retrieval Based on Content, Semantics, and Metadata

  IEEE Transactions on Geoscience and Remote Sensing · 2013 · 10.1109/tgrs.2013.2262232

• Bridging the Semantic Gap for Satellite Image Annotation and Automatic Mapping Applications

  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2010 · 10.1109/jstars.2010.2081349

• Human-centered concepts for exploration and understanding of Earth observation images

  IEEE Transactions on Geoscience and Remote Sensing · 2005 · 10.1109/tgrs.2005.843253

• Stochastic geometrical modeling for built-up area understanding from a single SAR intensity image with meter resolution

  IEEE Transactions on Geoscience and Remote Sensing · 2004 · 10.1109/tgrs.2004.833391

• Information mining in remote sensing image archives: system concepts

  IEEE Transactions on Geoscience and Remote Sensing · 2003 · 10.1109/tgrs.2003.817197

• Road detection in dense urban areas using SAR imagery and the usefulness of multiple views

  IEEE Transactions on Geoscience and Remote Sensing · 2002 · 10.1109/tgrs.2002.803732

• Bayesian approaches to phase unwrapping: theoretical study

  IEEE Transactions on Signal Processing · 2000 · 10.1109/78.863057

• Interactive learning and probabilistic retrieval in remote sensing image archives

  IEEE Transactions on Geoscience and Remote Sensing · 2000 · 10.1109/36.868886

• Model-based despeckling and information extraction from SAR images

  IEEE Transactions on Geoscience and Remote Sensing · 2000 · 10.1109/36.868883

• Spatial information retrieval from remote-sensing images. I. Information theoretical perspective

  IEEE Transactions on Geoscience and Remote Sensing · 1998 · 10.1109/36.718847

• Spatial information retrieval from remote-sensing images. II. Gibbs-Markov random fields

  IEEE Transactions on Geoscience and Remote Sensing · 1998 · 10.1109/36.718848

Current projects

No projects listed.