SHARP Challenge 2023: Solving CAD History and pArameters Recovery from Point clouds and 3D scans. Overview, Datasets, Metrics, and Baselines

1 code implementation • 30 Aug 2023 • Dimitrios Mallis, Sk Aziz Ali, Elona Dupont, Kseniya Cherenkova, Ahmet Serdar Karadeniz, Mohammad Sadil Khan, Anis Kacem, Gleb Gusev, Djamila Aouada

In this paper, we define the proposed SHARP 2023 tracks, describe the provided datasets, and propose a set of baseline methods along with suitable evaluation metrics to assess the performance of the track solutions.

TSCom-Net: Coarse-to-Fine 3D Textured Shape Completion Network

1 code implementation • 18 Aug 2022 • Ahmet Serdar Karadeniz, Sk Aziz Ali, Anis Kacem, Elona Dupont, Djamila Aouada

We propose a new neural network architecture for 3D body shape and high-resolution texture completion -- BCom-Net -- that can reconstruct the full geometry from mid-level to high-level partial input scans.

Burst Photography for Learning to Enhance Extremely Dark Images

1 code implementation • 17 Jun 2020 • Ahmet Serdar Karadeniz, Erkut Erdem, Aykut Erdem

Capturing images under extremely low-light conditions poses significant challenges for the standard camera pipeline.

Low-Light Image Enhancement

Burst Denoising of Dark Images

1 code implementation • 17 Mar 2020 • Ahmet Serdar Karadeniz, Erkut Erdem, Aykut Erdem

Capturing images under extremely low-light conditions poses significant challenges for the standard camera pipeline.

Denoising Image Enhancement