Publikationen in Zusammenarbeit mit Forschern von Soochow University (24)

2024

  1. CroMoDa: Unsupervised Oriented SAR Ship Detection via Cross-Modality Distribution Alignment

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 17, pp. 11899-11914

  2. Cross-Modal Hashing With Feature Semi-Interaction and Semantic Ranking for Remote Sensing Ship Image Retrieval

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 62, pp. 1-15

  3. Shadow detection using a cross-attentional dual-decoder network with self-supervised image reconstruction features

    Image and Vision Computing, Vol. 143

2022

  1. Attentional Dense Convolutional Neural Network for Water Body Extraction From Sentinel-2 Images

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 15, pp. 6804-6816

  2. Decoding the Partial Pretrained Networks for Sea-Ice Segmentation of 2021 Gaofen Challenge

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 15, pp. 4521-4530

  3. Deep Learning-Based Building Footprint Extraction with Missing Annotations

    IEEE Geoscience and Remote Sensing Letters, Vol. 19

  4. DisOptNet: Distilling Semantic Knowledge From Optical Images for Weather-Independent Building Segmentation

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

  5. Multisource Data Reconstruction-Based Deep Unsupervised Hashing for Unisource Remote Sensing Image Retrieval

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

  6. Rotation-Invariant Deep Embedding for Remote Sensing Images

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

  7. SAR Time-Series Despeckling via Nonlocal Total Variation Regularized Robust PCA

    IEEE Geoscience and Remote Sensing Letters, Vol. 19

  8. Toward Tightness of Scalable Neighborhood Component Analysis for Remote-Sensing Image Characterization

    IEEE Geoscience and Remote Sensing Letters, Vol. 19

2021

  1. Noise-Tolerant Deep Neighborhood Embedding for Remotely Sensed Images with Label Noise

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 14, pp. 2551-2562

  2. PiCoCo: Pixelwise Contrast and Consistency Learning for Semisupervised Building Footprint Segmentation

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 14, pp. 10548-10559

  3. ROBUST DEEP METRIC LEARNING FOR REMOTE SENSING IMAGES WITH NOISY ANNOTATIONS

    International Geoscience and Remote Sensing Symposium (IGARSS)

  4. Rice-yield prediction with multi-temporal sentinel-2 data and 3D CNN: A case study in Nepal

    Remote Sensing, Vol. 13, Núm. 7

  5. Robust Normalized Softmax Loss for Deep Metric Learning-Based Characterization of Remote Sensing Images with Label Noise

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 59, Núm. 10, pp. 8798-8811