29 citations · 111 across the 18 of their papers we have counts for
7 papers · 1 filter
Deception Detection by 2D-to-3D Face Reconstruction from Videos
Minh Ngô, Burak Mandira, Selim Fırat Yılmaz +5
Lies and deception are common phenomena in society, both in our private and professional lives. However, humans are notoriously bad at accurate deception detection. Based on the li…
Color Constancy by GANs: An Experimental Survey
Partha Das, Anil S. Baslamisli, Yang Liu +2
In this paper, we formulate the color constancy task as an image-to-image translation problem using GANs. By conducting a large set of experiments on different datasets, an experim…
Improving Face Detection Performance with 3D-Rendered Synthetic Data
Jian Han, Sezer Karaoglu, Hoang-An Le +1
In this paper, we provide a synthetic data generator methodology with fully controlled, multifaceted variations based on a new 3D face dataset (3DU-Face). We customized synthetic d…
Inferring Point Clouds from Single Monocular Images by Depth Intermediation
Wei Zeng, Sezer Karaoglu, Theo Gevers
In this paper, we propose a pipeline to generate 3D point cloud of an object from a single-view RGB image. Most previous work predict the 3D point coordinates from single RGB image…
Joint Learning of Intrinsic Images and Semantic Segmentation
Anil S. Baslamisli, Thomas T. Groenestege, Partha Das +3
Semantic segmentation of outdoor scenes is problematic when there are variations in imaging conditions. It is known that albedo (reflectance) is invariant to all kinds of illuminat…
Three for one and one for three: Flow, Segmentation, and Surface Normals
Hoang-An Le, Anil S. Baslamisli, Thomas Mensink +1
Optical flow, semantic segmentation, and surface normals represent different information modalities, yet together they bring better cues for scene understanding problems. In this p…