research
∙
03/26/2023
On the Importance of Accurate Geometry Data for Dense 3D Vision Tasks
Learning-based methods to solve dense 3D vision problems typically train...
share
research
∙
08/05/2022
Disentangling 3D Attributes from a Single 2D Image: Human Pose, Shape and Garment
For visual manipulation tasks, we aim to represent image content with se...
research
∙
05/09/2022
Is my Depth Ground-Truth Good Enough? HAMMER – Highly Accurate Multi-Modal Dataset for DEnse 3D Scene Regression
Depth estimation is a core task in 3D computer vision. Recent methods in...
research
∙
12/04/2017
Adaptive Quantization for Deep Neural Network
In recent years Deep Neural Networks (DNNs) have been rapidly developed ...
research
∙
01/08/2017
On Classification of Distorted Images with Deep Convolutional Neural Networks
Image blur and image noise are common distortions during image acquisiti...
research
∙
01/06/2016
