Jocelyn Chanussot

Converted measurements random matrix approach to extended target tracking using X-band marine radar data

2015 · HAL (Le Centre pour la Communication Scientifique Directe)

International audience

Multimodal Fusion Transformer for Remote Sensing Image Classification

2022 · arXiv (Cornell University)

Vision transformers (ViTs) have been trending in image classification tasks due to their promising performance when compared to convolutional neural networks (CNNs). As a result, many researchers have tried to incorporate ViTs in hyperspectral image …

SpectralEarth: Training Hyperspectral Foundation Models at Scale

2024 · arXiv (Cornell University)

Foundation models have triggered a paradigm shift in computer vision and are increasingly being adopted in remote sensing, particularly for multispectral imagery. Yet, their potential in hyperspectral imaging (HSI) remains untapped due to the absence …