activity
20202023
most citedMeta-learning an Intermediate Representation for Few-shot Block-wise Prediction of Landslide Susceptibility

28 citations · 44 across the 6 of their papers we have counts for

collaborators

6 papers

cs.CV2023

StructuredMesh: 3D Structured Optimization of Façade Components on Photogrammetric Mesh Models using Binary Integer Programming

Libin Wang, Han Hu, Qisen Shang +2

The lack of façade structures in photogrammetric mesh models renders them inadequate for meeting the demands of intricate applications. Moreover, these mesh models exhibit irregula…

cs.CV2023★ 2 cited

SuperpixelGraph: Semi-automatic generation of building footprint through semantic-sensitive superpixel and neural graph networks

Haojia Yu, Han Hu, Bo Xu +3

Most urban applications necessitate building footprints in the form of concise vector graphics with sharp boundaries rather than pixel-wise raster images. This need contrasts with…

cs.CV2023

Semantic Image Translation for Repairing the Texture Defects of Building Models

Qisen Shang, Han Hu, Haojia Yu +3

The accurate representation of 3D building models in urban environments is significantly hindered by challenges such as texture occlusion, blurring, and missing details, which are…

cs.CV2022

Semi-Supervised Adversarial Recognition of Refined Window Structures for Inverse Procedural Façade Modeling

Han Hu, Xinrong Liang, Yulin Ding +6

Deep learning methods are notoriously data-hungry, which requires a large number of labeled samples. Unfortunately, the large amount of interactive sample labeling efforts has dram…

cs.LG2021★ 28 cited

Meta-learning an Intermediate Representation for Few-shot Block-wise Prediction of Landslide Susceptibility

Li Chen, Yulin Ding, Saeid Pirasteh +6

Predicting a landslide susceptibility map (LSM) is essential for risk recognition and disaster prevention. Despite the successful application of data-driven approaches for LSM pred…

cs.CV2020★ 14 cited

Structure-Aware Completion of Photogrammetric Meshes in Urban Road Environment

Qing Zhu, Qisen Shang, Han Hu +2

Photogrammetric mesh models obtained from aerial oblique images have been widely used for urban reconstruction. However, the photogrammetric meshes also suffer from severe texture…