most citedGeneral Feature Extraction In SAR Target Classification: A Contrastive Learning Approach Across Sensor Types

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eess.SP2025★ 1 cited

General Feature Extraction In SAR Target Classification: A Contrastive Learning Approach Across Sensor Types

M. Muzeau, J. Frontera-Pons, Chengfang Ren +1

The increased availability of SAR data has raised a growing interest in applying deep learning algorithms. However, the limited availability of labeled data poses a significant cha…

stat.ML2020

Complex-Valued vs. Real-Valued Neural Networks for Classification Perspectives: An Example on Non-Circular Data

Jose Agustin Barrachina, Chenfang Ren, Christele Morisseau +2

The contributions of this paper are twofold. First, we show the potential interest of Complex-Valued Neural Network (CVNN) on classification tasks for complex-valued datasets. To h…