Improving BM3D on non-stationary Gaussian models for real image noise. - Ibrahim Halfaoui; Onay Urfalioglu (IPTA, 2015)

Ghost-free dual-exposure HDR for dynamic scenes. - Fahd Bouzaraa; Ibrahim Halfaoui; Onay Urfalioglu (ICIP, 2016)

CNN-based initial background estimation. - Ibrahim Halfaoui; Fahd Bouzaraa; Onay Urfalioglu (ICPR, 2016)

Monocular Depth Estimation by Learning from Heterogeneous Datasets. - Akhil Gurram; Onay Urfalioglu; Ibrahim Halfaoui; Fahd Bouzaraa; Antonio M. López 001 (Intelligent Vehicles Symposium, 2018)

Learnable Exposure Fusion for Dynamic Scenes. - Fahd Bouzaraa; Ibrahim Halfaoui; Onay Urfalioglu (CoRR, 2018)

Deep Learning for Visual Scene Understanding in Autonomous Driving. - Ibrahim Halfaoui (2019)

Real-time End-to-End Lane ID Estimation Using Recurrent Networks. - Ibrahim Halfaoui; Fahd Bouzaraa; Onay Urfalioglu; Minzhen Li (ICPR, 2020)

Real-Time Lane ID Estimation Using Recurrent Neural Networks With Dual Convention. - Ibrahim Halfaoui; Fahd Bouzaraa; Onay Urfalioglu; Minzhen Li (CoRR, 2020)

Semantic Monocular Depth Estimation Based on Artificial Intelligence. - Akhil Gurram; Onay Urfalioglu; Ibrahim Halfaoui; Fahd Bouzaraa; Antonio M. López 001 (IEEE Intell. Transp. Syst. Mag., 2021)

Looking Beyond Corners: Contrastive Learning of Visual Representations for Keypoint Detection and Description Extraction. - Henrique Siqueira; Patrick Ruhkamp; Ibrahim Halfaoui; Markus Karmann; Onay Urfalioglu (IJCNN, 2022)