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Laiyan Ding

10 papers hereh-index 6157 citations12 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author6

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.CV10

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedDiPE: Deeper into Photometric Errors for Unsupervised Learning of Depth and Ego-motion from Monocular Videos

6 citations · 13 across the 10 of their papers we have counts for

collaborators
Showing 2021Show all

3 papers · 1 filter

cs.CV2021★ 1 cited

PLNet: Plane and Line Priors for Unsupervised Indoor Depth Estimation

Hualie Jiang, Laiyan Ding, Junjie Hu +1

Unsupervised learning of depth from indoor monocular videos is challenging as the artificial environment contains many textureless regions. Fortunately, the indoor scenes are full…

cs.CV2021★ 1 cited

Unsupervised Monocular Depth Perception: Focusing on Moving Objects

Hualie Jiang, Laiyan Ding, Zhenglong Sun +1

As a flexible passive 3D sensing means, unsupervised learning of depth from monocular videos is becoming an important research topic. It utilizes the photometric errors between the…

cs.CV2021★ 2 cited

IMENet: Joint 3D Semantic Scene Completion and 2D Semantic Segmentation through Iterative Mutual Enhancement

Jie Li, Laiyan Ding, Rui Huang

3D semantic scene completion and 2D semantic segmentation are two tightly correlated tasks that are both essential for indoor scene understanding, because they predict the same sem…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.