Search Results for author: Bailin Deng

Found 20 papers, 10 papers with code

Oblique-MERF: Revisiting and Improving MERF for Oblique Photography

no code implementations15 Apr 2024 Xiaoyi Zeng, Kaiwen Song, Leyuan Yang, Bailin Deng, Juyong Zhang

Neural implicit fields have established a new paradigm for scene representation, with subsequent work achieving high-quality real-time rendering.

Learning with Unreliability: Fast Few-shot Voxel Radiance Fields with Relative Geometric Consistency

no code implementations26 Mar 2024 YingJie Xu, Bangzhen Liu, Hao Tang, Bailin Deng, Shengfeng He

We propose a voxel-based optimization framework, ReVoRF, for few-shot radiance fields that strategically address the unreliability in pseudo novel view synthesis.

Novel View Synthesis

Efficient Multi-View Inverse Rendering Using a Hybrid Differentiable Rendering Method

no code implementations19 Aug 2023 Xiangyang Zhu, Yiling Pan, Bailin Deng, Bin Wang

In this paper, we introduce a novel hybrid differentiable rendering method to efficiently reconstruct the 3D geometry and reflectance of a scene from multi-view images captured by conventional hand-held cameras.

Inverse Rendering

Point normal orientation and surface reconstruction by incorporating isovalue constraints to Poisson equation

1 code implementation30 Sep 2022 Dong Xiao, Zuoqiang Shi, Siyu Li, Bailin Deng, Bin Wang

In this work, we bridge orientation and reconstruction in the implicit space and propose a novel approach to orient point cloud normals by incorporating isovalue constraints to the Poisson equation.

Surface Reconstruction

Fast and Robust Non-Rigid Registration Using Accelerated Majorization-Minimization

1 code implementation7 Jun 2022 Yuxin Yao, Bailin Deng, Weiwei Xu, Juyong Zhang

In this paper, we propose a formulation for robust non-rigid registration based on a globally smooth robust norm for alignment and regularization, which can effectively handle outliers and partial overlaps.

High-resolution Face Swapping via Latent Semantics Disentanglement

1 code implementation CVPR 2022 Yangyang Xu, Bailin Deng, Junle Wang, Yanqing Jing, Jia Pan, Shengfeng He

Although previous research can leverage generative priors to produce high-resolution results, their quality can suffer from the entangled semantics of the latent space.

Disentanglement Face Swapping +2

A Survey of Non-Rigid 3D Registration

no code implementations11 Mar 2022 Bailin Deng, Yuxin Yao, Roberto M. Dyke, Juyong Zhang

Non-rigid registration computes an alignment between a source surface with a target surface in a non-rigid manner.

Sketch2PQ: Freeform Planar Quadrilateral Mesh Design via a Single Sketch

no code implementations23 Jan 2022 Zhi Deng, Yang Liu, Hao Pan, Wassim Jabi, Juyong Zhang, Bailin Deng

In this work, we present a novel sketch-based system to bridge the concept design and digital modeling of freeform roof-like shapes represented as planar quadrilateral (PQ) meshes.

Faithful Extreme Rescaling via Generative Prior Reciprocated Invertible Representations

1 code implementation CVPR 2022 Zhixuan Zhong, Liangyu Chai, Yang Zhou, Bailin Deng, Jia Pan, Shengfeng He

This paper presents a Generative prior ReciprocAted Invertible rescaling Network (GRAIN) for generating faithful high-resolution (HR) images from low-resolution (LR) invertible images with an extreme upscaling factor (64x).

A Robust Loss for Point Cloud Registration

1 code implementation ICCV 2021 Zhi Deng, Yuxin Yao, Bailin Deng, Juyong Zhang

The performance of surface registration relies heavily on the metric used for the alignment error between the source and target shapes.

Point Cloud Registration

Fast and Robust Iterative Closest Point

1 code implementation15 Jul 2020 Juyong Zhang, Yuxin Yao, Bailin Deng

On challenging datasets with noises and partial overlaps, we achieve similar or better accuracy than Sparse ICP while being at least an order of magnitude faster.

3D Reconstruction

Quasi-Newton Solver for Robust Non-Rigid Registration

1 code implementation CVPR 2020 Yuxin Yao, Bailin Deng, Weiwei Xu, Juyong Zhang

Imperfect data (noise, outliers and partial overlap) and high degrees of freedom make non-rigid registration a classical challenging problem in computer vision.

Lightweight Photometric Stereo for Facial Details Recovery

1 code implementation CVPR 2020 Xueying Wang, Yudong Guo, Bailin Deng, Juyong Zhang

Recently, 3D face reconstruction from a single image has achieved great success with the help of deep learning and shape prior knowledge, but they often fail to produce accurate geometry details.

3D Face Reconstruction Data Augmentation

Parallel and Scalable Heat Methods for Geodesic Distance Computation

1 code implementation14 Dec 2018 Jiong Tao, Juyong Zhang, Bailin Deng, Zheng Fang, Yue Peng, Ying He

In this paper, we propose a parallel and scalable approach for geodesic distance computation on triangle meshes.

Graphics

Robust RGB-D Face Recognition Using Attribute-Aware Loss

no code implementations24 Nov 2018 Luo Jiang, Juyong Zhang, Bailin Deng

Existing convolutional neural network (CNN) based face recognition algorithms typically learn a discriminative feature mapping, using a loss function that enforces separation of features from different classes and/or aggregation of features within the same class.

Attribute Face Recognition

Fast K-Means Clustering with Anderson Acceleration

no code implementations27 May 2018 Juyong Zhang, Yuxin Yao, Yue Peng, Hao Yu, Bailin Deng

We propose a novel method to accelerate Lloyd's algorithm for K-Means clustering.

Clustering

Static/Dynamic Filtering for Mesh Geometry

2 code implementations10 Dec 2017 Juyong Zhang, Bailin Deng, Yang Hong, Yue Peng, Wenjie Qin, Ligang Liu

Extensive experimental results demonstrate the effectiveness of the proposed filter for various geometry processing applications such as mesh denoising, geometry feature enhancement, and texture color filtering.

Graphics

Deep Face Feature for Face Alignment

no code implementations9 Aug 2017 Boyi Jiang, Juyong Zhang, Bailin Deng, Yudong Guo, Ligang Liu

The deep face feature (DFF) is trained using correspondence between face images rendered from different views.

Face Alignment Inverse Rendering +1

3D Face Reconstruction with Geometry Details from a Single Image

no code implementations18 Feb 2017 Luo Jiang, Juyong Zhang, Bailin Deng, Hao Li, Ligang Liu

3D face reconstruction from a single image is a classical and challenging problem, with wide applications in many areas.

3D Face Reconstruction Face Model

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