research

Single-photon lidar imaging with Heriot-Watt University (UK)

• A novel imaging technology

• Multi-modal single-photon lidar imaging

• Interpretable deep learning based on Bayesian model

• Imaging through obscurants

Object recognition with the University of Technology of Compiègne (France)

• Visual intelligence for surveillance

• Salient object detection models with large datasets

• Camouflage object detection

Tomographic reconstruction with DTU (Denmark), Urgench State University (Uzbekistan)

• Spectral tomography and its applications to security

• Geometric representation for computational imaging

• Inverse rendering + inverse problems

Generative models

• Flow matching for data from wearable devices (with University of Southern Denmark)

Variational methods for computer vision

• Inverse problem with total variation regularization

• Convex optimization

• Denoising, segmentation, motion estimation