Dust3r: Geometric 3d vision made easy
Multi-view stereo reconstruction (MVS) in the wild requires to first estimate the camera
intrinsic and extrinsic parameters. These are usually tedious and cumbersome to obtain yet …
intrinsic and extrinsic parameters. These are usually tedious and cumbersome to obtain yet …
Interpretable3d: An ad-hoc interpretable classifier for 3d point clouds
3D decision-critical tasks urgently require research on explanations to ensure system
reliability and transparency. Extensive explanatory research has been conducted on 2D …
reliability and transparency. Extensive explanatory research has been conducted on 2D …
Entangled View-Epipolar Information Aggregation for Generalizable Neural Radiance Fields
Generalizable NeRF can directly synthesize novel views across new scenes eliminating the
need for scene-specific retraining in vanilla NeRF. A critical enabling factor in these …
need for scene-specific retraining in vanilla NeRF. A critical enabling factor in these …
Large-scale aerial scene perception based on self-supervised multi-view stereo via cycled generative adversarial network
KW Tong, Z Shi, GY Zhu, Y Duan, Y Hou, EQ Wu… - Information …, 2024 - Elsevier
Unmanned aerial vehicle (UAV) has the characteristics of strong maneuverability and wide
field of vision, and its application in real-time terrain perception and target capture is one of …
field of vision, and its application in real-time terrain perception and target capture is one of …
C2f2neus: Cascade cost frustum fusion for high fidelity and generalizable neural surface reconstruction
There is an emerging effort to combine the two popular 3D frameworks using Multi-View
Stereo (MVS) and Neural Implicit Surfaces (NIS) with a specific focus on the few-shot/sparse …
Stereo (MVS) and Neural Implicit Surfaces (NIS) with a specific focus on the few-shot/sparse …
SD-MVS: Segmentation-Driven Deformation Multi-View Stereo with Spherical Refinement and EM Optimization
Z Yuan, J Cao, Z Li, H Jiang, Z Wang - Proceedings of the AAAI …, 2024 - ojs.aaai.org
In this paper, we introduce a segmentation-driven deformation multi-View stereo (SD-MVS),
a method that can effectively tackle challenges in 3D reconstruction of textureless areas. For …
a method that can effectively tackle challenges in 3D reconstruction of textureless areas. For …
Recurrent multi-view collaborative registration network for 3D reconstruction and optical measurement of blade profiles
Y Zhu, J Dong, L Xie, Z Wang, S Qin, P Xu… - Knowledge-Based …, 2024 - Elsevier
Aligning multiple viewpoints to reconstruct a complete profile is crucial for the three-
dimensional optical measurement of blade profiles. As foundational solutions, rigid pairwise …
dimensional optical measurement of blade profiles. As foundational solutions, rigid pairwise …
Tsar-mvs: Textureless-aware segmentation and correlative refinement guided multi-view stereo
Z Yuan, J Cao, Z Wang, Z Li - Pattern Recognition, 2024 - Elsevier
The reconstruction of textureless areas has long been a challenging problem in MVS due to
lack of reliable pixel correspondences between images. In this paper, we propose the …
lack of reliable pixel correspondences between images. In this paper, we propose the …
Learning deformable hypothesis sampling for patchmatch multi-view stereo in the wild
The learnable PatchMatch formulations have recently made progress in Multi-View Stereo
(MVS). However, their performance often degrades under complex wild scenes. In this study …
(MVS). However, their performance often degrades under complex wild scenes. In this study …
EfficientGS: Streamlining Gaussian Splatting for Large-Scale High-Resolution Scene Representation
In the domain of 3D scene representation, 3D Gaussian Splatting (3DGS) has emerged as a
pivotal technology. However, its application to large-scale, high-resolution scenes …
pivotal technology. However, its application to large-scale, high-resolution scenes …