Motiongs: Exploring explicit motion guidance for deformable 3d gaussian splatting

R Zhu, Y Liang, H Chang, J Deng… - Advances in …, 2025‏ - proceedings.neurips.cc
Dynamic scene reconstruction is a long-term challenge in the field of 3D vision. Recently,
the emergence of 3D Gaussian Splatting has provided new insights into this problem …

Plane2depth: Hierarchical adaptive plane guidance for monocular depth estimation

L Liu, R Zhu, J Deng, Z Song, W Yang… - IEEE Transactions on …, 2024‏ - ieeexplore.ieee.org
Monocular depth estimation aims to infer a dense depth map from a single image, which is a
fundamental and prevalent task in computer vision. Many previous works have shown …

Integrating convolutional guidance and Transformer fusion with Markov Random Fields smoothing for monocular depth estimation

X Peng, Y Meng, B Shi, C Zheng, M Wang - Engineering Applications of …, 2025‏ - Elsevier
Monocular depth estimation is a challenging and prominent problem in current computer
vision research and is widely used in intelligent transportation like environment perception …

DepthMaster: Taming Diffusion Models for Monocular Depth Estimation

Z Song, Z Wang, B Li, H Zhang, R Zhu, L Liu… - arxiv preprint arxiv …, 2025‏ - arxiv.org
Monocular depth estimation within the diffusion-denoising paradigm demonstrates
impressive generalization ability but suffers from low inference speed. Recent methods …

Foundation Models Meet Low-Cost Sensors: Test-Time Adaptation for Rescaling Disparity for Zero-Shot Metric Depth Estimation

R Marsal, A Chapoutot, P Xu, D Filliat - arxiv preprint arxiv:2412.14103, 2024‏ - arxiv.org
The recent development of foundation models for monocular depth estimation such as
Depth Anything paved the way to zero-shot monocular depth estimation. Since it returns an …

UAVs Meet LLMs: Overviews and Perspectives Toward Agentic Low-Altitude Mobility

Y Tian, F Lin, Y Li, T Zhang, Q Zhang, X Fu… - arxiv preprint arxiv …, 2025‏ - arxiv.org
Low-altitude mobility, exemplified by unmanned aerial vehicles (UAVs), has introduced
transformative advancements across various domains, like transportation, logistics, and …