25 citations · 49 across the 11 of their papers we have counts for
12 papers
Unsupervised Multi-Person 3D Human Pose Estimation From 2D Poses Alone
Peter Hardy, Hansung Kim
Current unsupervised 2D-3D human pose estimation (HPE) methods do not work in multi-person scenarios due to perspective ambiguity in monocular images. Therefore, we present one of…
MatSpectNet: Material Segmentation Network with Domain-Aware and Physically-Constrained Hyperspectral Reconstruction
Yuwen Heng, Yihong Wu, Jiawen Chen +2
Achieving accurate material segmentation for 3-channel RGB images is challenging due to the considerable variation in a material's appearance. Hyperspectral images, which are sets…
DBAT: Dynamic Backward Attention Transformer for Material Segmentation with Cross-Resolution Patches
Yuwen Heng, Srinandan Dasmahapatra, Hansung Kim
The objective of dense material segmentation is to identify the material categories for every image pixel. Recent studies adopt image patches to extract material features. Although…
Optimising 2D Pose Representation: Improve Accuracy, Stability and Generalisability Within Unsupervised 2D-3D Human Pose Estimation
Peter Hardy, Srinandan Dasmahapatra, Hansung Kim
This paper addresses the problem of 2D pose representation during unsupervised 2D to 3D pose lifting to improve the accuracy, stability and generalisability of 3D human pose estima…
"Teaching Independent Parts Separately" (TIPSy-GAN) : Improving Accuracy and Stability in Unsupervised Adversarial 2D to 3D Pose Estimation
Peter Hardy, Srinandan Dasmahapatra, Hansung Kim
We present TIPSy-GAN, a new approach to improve the accuracy and stability in unsupervised adversarial 2D to 3D human pose estimation. In our work we demonstrate that the human kin…
Don't read, just look: Main content extraction from web pages using visual features
Geunseong Jung, Sungjae Han, Hansung Kim +2
Extracting main content from web pages provides primary informative blocks that remove a web page's minor areas like navigation menu, ads, and site templates. The main content extr…
Can Super Resolution be used to improve Human Pose Estimation in Low Resolution Scenarios?
Peter Hardy, Srinandan Dasmahapatra, Hansung Kim
The results obtained from state of the art human pose estimation (HPE) models degrade rapidly when evaluating people of a low resolution, but can super resolution (SR) be used to h…
EdgeNet: Semantic Scene Completion from a Single RGB-D Image
Aloisio Dourado, Teofilo Emidio de Campos, Hansung Kim +1
Semantic scene completion is the task of predicting a complete 3D representation of volumetric occupancy with corresponding semantic labels for a scene from a single point of view.…
Temporally Coherent General Dynamic Scene Reconstruction
Armin Mustafa, Marco Volino, Hansung Kim +2
Existing techniques for dynamic scene reconstruction from multiple wide-baseline cameras primarily focus on reconstruction in controlled environments, with fixed calibrated cameras…
Object-Based Audio Rendering
Philip Jackson, Filippo Fazi, Frank Melchior +15
Apparatus and methods are disclosed for performing object-based audio rendering on a plurality of audio objects which define a sound scene, each audio object comprising at least on…
Temporally coherent 4D reconstruction of complex dynamic scenes
Armin Mustafa, Hansung Kim, Jean-Yves Guillemaut +1
This paper presents an approach for reconstruction of 4D temporally coherent models of complex dynamic scenes. No prior knowledge is required of scene structure or camera calibrati…
General Dynamic Scene Reconstruction from Multiple View Video
Armin Mustafa, Hansung Kim, Jean-Yves Guillemaut +1
This paper introduces a general approach to dynamic scene reconstruction from multiple moving cameras without prior knowledge or limiting constraints on the scene structure, appear…