4 papers
Deep Learning-Based Robust Optical Guidance for Hypersonic Platforms
Adrien Chan-Hon-Tong, Aurélien Plyer, Baptiste Cadalen +1
Sensor-based guidance is required for long-range platforms. To bypass the structural limitation of classical registration on reference image framework, we offer in this paper to en…
Turning a Disposable Bronchoscope into a Dynamic Speckle Imaging Tool: Yes, It Works
Aurélien plyer, Elise Colin, Enrique Garcia-Caurel
Dynamic speckle imaging, typically used in laser-illuminated surface diagnostics, has proven valuable for assessing biological activity. In this work, we demonstrate its feasibilit…
Demotivate adversarial defense in remote sensing
Adrien Chan-Hon-Tong, Gaston Lenczner, Aurelien Plyer
Convolutional neural networks are currently the state-of-the-art algorithms for many remote sensing applications such as semantic segmentation or object detection. However, these a…
STaRFlow: A SpatioTemporal Recurrent Cell for Lightweight Multi-Frame Optical Flow Estimation
Pierre Godet, Alexandre Boulch, Aurélien Plyer +1
We present a new lightweight CNN-based algorithm for multi-frame optical flow estimation. Our solution introduces a double recurrence over spatial scale and time through repeated u…