92 citations · 150 across the 10 of their papers we have counts for
10 papers
HazeSpikeMamba: Coupling Spiking-Inspired and State-Space Features for Self-Supervised Real-World Dehazing
Haoran Liu, Huibin Li, Mingzhe Liu +2
Dehazing networks are commonly trained on synthetic hazy-clear pairs, but their performance often drops on real photographs. Synthetic haze generated using the atmospheric scatteri…
Structured-Li-GS: Structured 3D Gaussians Splatting with LiDAR Incorporation and Spatial Constraints
Huaiyuan Weng, Huibin Li, Chul Min Yeum
In this study, we develop a Structured framework for Gaussian Splatting (3DGS) with LiDAR integration (Structured-Li-GS). It is a lightweight Gaussian Splatting pipeline that lever…
U-Net-Like Spiking Neural Networks for Single Image Dehazing
Huibin Li, Haoran Liu, Mingzhe Liu +3
Image dehazing is a critical challenge in computer vision, essential for enhancing image clarity in hazy conditions. Traditional methods often rely on atmospheric scattering models…
Towards High-Fidelity Text-Guided 3D Face Generation and Manipulation Using only Images
Cuican Yu, Guansong Lu, Yihan Zeng +7
Generating 3D faces from textual descriptions has a multitude of applications, such as gaming, movie, and robotics. Recent progresses have demonstrated the success of unconditional…
Reconstructing A Large Scale 3D Face Dataset for Deep 3D Face Identification
Cuican Yu, Zihui Zhang, Huibin Li
Deep learning methods have brought many breakthroughs to computer vision, especially in 2D face recognition. However, the bottleneck of deep learning based 3D face recognition is t…
Learning Spectral Transform Network on 3D Surface for Non-rigid Shape Analysis
Ruixuan Yu, Jian Sun, Huibin Li
Designing a network on 3D surface for non-rigid shape analysis is a challenging task. In this work, we propose a novel spectral transform network on 3D surface to learn shape descr…
Accurate Facial Parts Localization and Deep Learning for 3D Facial Expression Recognition
Asim Jan, Huaxiong Ding, Hongying Meng +2
Meaningful facial parts can convey key cues for both facial action unit detection and expression prediction. Textured 3D face scan can provide both detailed 3D geometric shape and…
Neural Multi-Atlas Label Fusion: Application to Cardiac MR Images
Heran Yang, Jian Sun, Huibin Li +2
Multi-atlas segmentation approach is one of the most widely-used image segmentation techniques in biomedical applications. There are two major challenges in this category of method…
ADMM-Net: A Deep Learning Approach for Compressive Sensing MRI
Yan Yang, Jian Sun, Huibin Li +1
Compressive sensing (CS) is an effective approach for fast Magnetic Resonance Imaging (MRI). It aims at reconstructing MR images from a small number of under-sampled data in k-spac…
Deep Representation of Facial Geometric and Photometric Attributes for Automatic 3D Facial Expression Recognition
Huibin Li, Jian Sun, Dong Wang +2
In this paper, we present a novel approach to automatic 3D Facial Expression Recognition (FER) based on deep representation of facial 3D geometric and 2D photometric attributes. A…