1 code implementation • 7 Aug 2022 • Sebastian Lutz, Richard Blythman, Koustav Ghosal, Matthew Moynihan, Ciaran Simms, Aljosa Smolic
Monocular 3D human pose estimation technologies have the potential to greatly increase the availability of human movement data.
Ranked #50 on 3D Human Pose Estimation on Human3.6M
1 code implementation • 26 Jun 2022 • Koustav Ghosal, Aljosa Smolic
Second, we propose a graph neural network architecture that takes this feature-graph and captures the semantic relationship between the different regions of the input image using visual attention.
no code implementations • 22 Apr 2021 • Ojasvi Yadav, Koustav Ghosal, Sebastian Lutz, Aljosa Smolic
We address the problem of exposure correction of dark, blurry and noisy images captured in low-light conditions in the wild.
no code implementations • 3 Sep 2019 • Koustav Ghosal, Mukta Prasad, Aljosa Smolic
We further introduce a two-column CNN architecture that performs better than the state-of-the-art (SoA) in photographic style classification.
no code implementations • 3 Sep 2019 • Xu Zheng, Tejo Chalasani, Koustav Ghosal, Sebastian Lutz, Aljosa Smolic
The success of training deep Convolutional Neural Networks (CNNs) heavily depends on a significant amount of labelled data.
1 code implementation • 29 Aug 2019 • Koustav Ghosal, Aakanksha Rana, Aljosa Smolic
Aesthetic image captioning (AIC) refers to the multi-modal task of generating critical textual feedbacks for photographs.