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Liang Peng

3 papers indexed

arxivcs.CVcs.AI2026-07-07

PVCap: Towards Accurate 3D Dense Captioning via PseudoCap and VoxelCapNet

Xiaopei Wu, Chenshu Hou, Liang Peng, Dan Xu, Binbin Lin, Xiaoshui Huang, et al.

3D dense captioning, an emerging vision-language task, aims to generate descriptive sentences for each object in the 3D scene. Despite the impressive results achieved by previous methods, they suffer from two limitations. First, current research often employs global rigid transfo…

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crossrefProcesses2025-05-29Cited by 4

Deep Learning-Based Fluid Identification with Residual Vision Transformer Network (ResViTNet)

Yunan Liang, Bin Zhang, Wenwen Wang, Sinan Fang, Zhansong Zhang, Liang Peng, et al.

The tight sandstone gas reservoirs in the LX area of the Ordos Basin are characterized by low porosity, poor permeability, and strong heterogeneity, which significantly complicate fluid type identification. Conventional methods based on petrophysical logging and core analysis hav…

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