Lepard: Learning explicit part discovery for 3d articulated shape reconstruction

D Liu, A Stathopoulos, Q Zhangli… - Advances in Neural …, 2024 - proceedings.neurips.cc
Reconstructing the 3D articulated shape of an animal from a single in-the-wild image is a
challenging task. We propose LEPARD, a learning-based framework that discovers …

Deformer: Integrating transformers with deformable models for 3d shape abstraction from a single image

D Liu, X Yu, M Ye, Q Zhangli, Z Li… - Proceedings of the …, 2023 - openaccess.thecvf.com
Explicit 3D shape abstraction from a single 2D image is a long-standing problem in
computer vision and graphics. By leveraging a set of primitives to represent the target shape …

Transfusion: multi-view divergent fusion for medical image segmentation with transformers

D Liu, Y Gao, Q Zhangli, L Han, X He, Z **a… - … Conference on Medical …, 2022 - Springer
Combining information from multi-view images is crucial to improve the performance and
robustness of automated methods for disease diagnosis. However, due to the non-alignment …

Deep deformable models: Learning 3d shape abstractions with part consistency

D Liu, L Zhao, Q Zhangli, Y Gao, T Liu… - arxiv preprint arxiv …, 2023 - arxiv.org
The task of shape abstraction with semantic part consistency is challenging due to the
complex geometries of natural objects. Recent methods learn to represent an object shape …

Region proposal rectification towards robust instance segmentation of biological images

Q Zhangli, J Yi, D Liu, X He, Z **a, Q Chang… - … Conference on Medical …, 2022 - Springer
Top-down instance segmentation framework has shown its superiority in object detection
compared to the bottom-up framework. While it is efficient in addressing over-segmentation …

Automated recognition of arrhythmia using deep neural networks for 12-lead electrocardiograms with fractional time–frequency domain extension

C Ge, D Liu, J Liu, B Liu, Y **n - Journal of Medical Imaging …, 2020 - ingentaconnect.com
Arrhythmia is a group of conditions in which the heartbeat is irregular. There are many types
of arrhythmia. Some can be life-threatening. Electrocardiogram (ECG) is an effective clinical …

Nicholas R. Leslie

VS Profile - signalling.eps.hw.ac.uk
Prof. Nick Leslie is a biochemist and cancer biologist who, while he was at the Beatson
Institute for Cancer Research and the College of Life Sciences at the University of Dundee …