Publications (31)
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…
Automatic Generation of Dense Non-rigid Optical Flow
Hoà ng-Ãn Lê, Tushar Nimbhorkar, Thomas Mensink +3
There hardly exists any large-scale datasets with dense optical flow of non-rigid motion from real-world imagery as of today. The reason lies mainly in the required setup to derive…
Kinship Identification through Joint Learning Using Kinship Verification Ensembles
Wei Wang, Shaodi You, Sezer Karaoglu +1
Kinship verification is a well-explored task: identifying whether or not two persons are kin. In contrast, kinship identification has been largely ignored so far. Kinship identific…
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…
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…
Grab-3D: Detecting AI-Generated Videos from 3D Geometric Temporal Consistency
Wenhan Chen, Sezer Karaoglu, Theo Gevers
Recent advances in diffusion-based generation techniques enable AI models to produce highly realistic videos, heightening the need for reliable detection mechanisms. However, exist…