Yanni Ma

China University of Geosciences (Beijing) — China

Environmental Science · Physical Sciences

9h-index326citations29works0.92yr avg
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Research Topics

Landslides and related hazards(7), Remote-Sensing Image Classification(5), 3D Shape Modeling and Analysis(4), Human Pose and Action Recognition(4), Video Surveillance and Tracking Methods(3)

Publications29 total

Road Extraction with Weak Features and Complex Backgrounds Based on Atrous–Strip–UNet
Sensors·2026Open Access
Ensemble Learning for Detection of Active Deformation Areas of Potential Landslides
2025
Semi-Structured Interview System Based on Fine-Tuned Large Language Model and Reinforcement Learning from Human Feedback
2025
A Bio-Inspired Design Method Based on LLM: A Case Study of Flying Car Concept Design
2025
Quantitative Hazard Prediction of Rainfall-Induced Shallow Landslides Considering Triggering and Predisposing Factors: A Case of Natural Terrain Landslides in Hong Kong
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2025· 1 citedOpen Access
What Are the Limits of Large Language Models in Industrial Design? A Case Study of Electronic Weighing Scale
2024
3D Scene Graph Guided Vision-Language Pre-training
arXiv (Cornell University)·2024Open Access
Point Cloud Unsupervised Pre-training via 3D Gaussian Splatting
arXiv (Cornell University)·2024Open Access
Heterogeneous Graph Learning for Scene Graph Prediction in 3D Point Clouds
Lecture notes in computer science·2024· 3 cited
Landslidenet: Adaptive Vision Foundation Model for Landslide Detection
2024· 1 cited
Spatial-Temporal Hazard Prediction of Rainfall-Induced Landslides Using Multi-Modal Earth Observation Data
2024· 2 cited
Comparison of Pixel-Level and Feature-Level Image Fusion Networks for Slow-Moving Landslide Detection
2024
The Extraction of Deformation Zone in Insar Based on the Lightweight Designed Model Bisnet Network
2024
Efficient Geometric Correction Workflow for Airborne Hyperspectral Images through DEM-Driven Correction Techniques
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2024Open Access
Active Deformation Areas of Potential Landslide Mapping with a Generalized Convolutional Neural Network
Remote Sensing·2024· 7 citedOpen Access
AnchorPoint: Query Design for Transformer-Based 3D Object Detection and Tracking
IEEE Transactions on Intelligent Transportation Systems·2023· 20 cited
Glacier remote sensing information extraction based on improved DeepLab v3
2023
CenterTube: Tracking Multiple 3D Objects With 4D Tubelets in Dynamic Point Clouds
IEEE Transactions on Multimedia·2023· 17 cited
Susceptibility-Guided Landslide Detection Using Fully Convolutional Neural Network
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2022· 30 citedOpen Access
DeepPCT: Single Object Tracking in Dynamic Point Cloud Sequences
IEEE Transactions on Instrumentation and Measurement·2022· 13 cited
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Frequent Co-authors

Junchuan Yu(13), Daqing Ge(7), Hao Liu(6), Qiong Wu(6), Yangyang Chen(6), Yangyang Chen(4), Dongping Ming(4), Rongyuan Liu(4), Yuanbiao Dong(4), Yulan Guo(3), Lu Xu(3), Yulan Guo(3), Yichuan Li(3), Junchuan Yu(3), Qiong Wu(3), Fuping Gan(3), Yinjie Lei(2), Gongjian Wen(2), Bokun Yan(2), Qingyong Hu(2)