Concepedia

Danna Xue

DX

4

Publications

102

Citations

4

H-Index

2019

Active since

Affiliations

Northwestern Polytechnical University(Current)

Danna Xue is an author at Northwestern Polytechnical University specializing in computer vision, deep learning, and engineering.

Top concepts

EngineeringDeep LearningImage AnalysisMachine VisionComputer VisionMachine LearningPattern RecognitionScene UnderstandingRobot LearningScene Analysis

Publications per year

2019–2025

4

Publications

4

Learning depth via leveraging semantics: Self-supervised monocular depth estimation with both implicit and explicit semantic guidance

Rui Li, Danna Xue, Shaolin Su et al. · Pattern Recognition · 2023 · 33 citations

3D Computer Vision, Machine Vision, Machine Learning +10

Dim small target detection based on convolutinal neural network in star image

Danna Xue, Jinqiu Sun, Yaoqi Hu et al. · Multimedia Tools and Applications · 2019 · 26 citations

Star Image, Image Classification, Machine Vision +10

NTIRE 2025 Ambient Lighting Normalization Challenge Report

Florin-Alexandru Vasluianu, Tim Seizinger, Zhuyun Zhou et al. · 2025 · 23 citations

Self-Supervised Monocular Depth Estimation With Frequency-Based Recurrent Refinement

Rui Li, Danna Xue, Yu Zhu et al. · IEEE Transactions on Multimedia · 2022 · 20 citations

Frequency-based Recurrent Refinement, Rdcr Module, Scene Analysis +15

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