Haiyan Guan - Publications, H-index & Citations

Haiyan Guan

Nanjing University of Information Science and Technology

39H指数

155论文数

5.6K被引数

收录论文 73

发表时间

Cross-modal contrastive learning-based object detection under incomplete modalities 基于跨模态对比学习的非完整模态目标检测

Geo-Spatial Information Science

IF5.5

2026-04-07

OAAI

Hongjun Ma; Huan Ni; Yongshi Jie; Haiyan Guan; Qingli Luo

Boundary-Guided Real-Time Semantic Segmentation and Pixel-Level Quantification of Pavement Cracks 边界引导的实时语义分割和路面裂缝像素级定量分析

IEEE Transactions on Intelligent Transportation Systems

IF8.4

2025-12-15

PREAI

Bin Liu; Jian Kang; Haiyan Guan; Lingfei Ma; Yongtao Yu; Sangning Li; Jonathan Li

Gap-Sunlight-Intrusion Risk of a Moon Based Earth Radiation Observatory 基于Google Earth Engine的多指标评估与机器学习集成方法在云南省干旱监测中的应用

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

IF5.3

2025-12-05

OAAI

Wentao Duan; Haiyan Guan; Haibing Ruan; Wei Xu

Building primary structure reconstruction combining structure line-aware Markov random field refinement and watertight primitive assembly from 3D point cloud

GEO-SPATIAL INFORMATION SCIENCE

IF5.5

2025-12-01

PREAI

Zang, Yufu; Mi, Wenhan; Xiao, Xiongwu; Tao, Wuyong; Chen, Yanming; Guan, Haiyan; Guo, Bingxuan; Li, Deren

Toward Label-Efficient Deep Learning Change Detection for Remote Sensing Imagery: A Comprehensive Review 面向遥感影像标签高效深度学习变化检测：综合评述

PHOTOGRAMMETRIC RECORD

IF0

2025-09-18

PREAI

Peng, Daifeng; Liu, Min; Zhang, Yongjun; Guan, Haiyan

FTG-Net: A facade topology-aware graph network for class imbalance structural segmentation of building facades FTG-Net：一种用于建筑立面类不平衡结构分割的拓扑感知图网络

ISPRS Journal of Photogrammetry and Remote Sensing

IF12.2

2025-07-17

PREAI

Yufu Zang; Liu Xu; Zhen Cui; Xiongwu Xiao; Haiyan Guan; Bisheng Yang

Deep learning for wildfire risk prediction: Integrating remote sensing and environmental data 深度学习在火灾风险预测中的应用：整合遥感数据与环境数据

ISPRS Journal of Photogrammetry and Remote Sensing

IF12.2

2025-07-05

OAAI

Zhengsen Xu; Jonathan Li; Sibo Cheng; Xue Rui; Yu Zhao; Hongjie He; Haiyan Guan; Aryan Sharma; Matthew Erxleben; Ryan Chang; Lincoln Linlin Xu

SACNet: A Novel Self-Supervised Learning Method for Shadow Detection from High-Resolution Remote Sensing Images SACNet: 一种新的高分辨率遥感影像阴影检测自监督学习方法

JOURNAL OF GEOVISUALIZATION AND SPATIAL ANALYSIS

IF6.8

2025-02-24

PREAI

Chen, Dehai; Kang, Jian; Wang, Lanying; Yu, Yongtao; Zhou, Weixun; Guan, Haiyan; Karim, Mannan

RTCNet: A novel real-time triple branch network for pavement crack semantic segmentation RTCNet：一种用于路面裂缝语义分割的新型实时三分支网络

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2025-02-01

PREAI

Liu, Bin; Kang, Jian; Guan, Haiyan; Zhi, Xiaodong; Yu, Yongtao; Ma, Lingfei; Peng, Daifeng; Xu, Linlin; Wang, Dongchuan

Deep learning change detection techniques for optical remote sensing imagery: Status, perspectives and challenges 光学遥感影像深度学习变化检测技术：现状、展望与挑战

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2025-02-01

OAAI

Peng, Daifeng; Liu, Xuelian; Zhang, Yongjun; Guan, Haiyan; Li, Yansheng; Bruzzone, Lorenzo

Conditional Gaussian Enhanced Dense Correlation Matching for Cross-Category Land Cover Classification

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2025-01-01

PREAI

Ni, Huan; Guan, Haiyan; Tong, Xudong; Chanussot, Jocelyn

Ms-DANet: Multiscale Difference-Aware Network for 3-D Point Cloud Change Detection Ms-danet: 用于3-D点云变化检测的多尺度差异感知网络

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2025-01-01

PREAI

Lu, Jinhao; Dai, Chenguang; Zhang, Zhenchao; Liu, Xuanguang; Zhou, Ruqin; Ji, Song; Zhang, Yongsheng; Guan, Haiyan; Wang, Hanyun

Self-Supervised Cross-View Graph Search Framework for Ground-to-Satellite Geo-Localization 自监督跨视图图搜索框架用于地面到卫星的地理定位

IEEE Transactions on Geoscience and Remote Sensing

IF8.6

2025-01-01

PREAI

Ke Xie; Weixun Zhou; Xiao Huang; Haiyan Guan; Feixue Yulong

Crack-U2 Net: Multiscale Feature Learning Network for Pavement Crack Detection From Large-Scale MLS Point Clouds

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2024-11-01

PREAI

Feng, Huifang; Li, Wen; Ma, Lingfei; Chen, Yiping; Guan, Haiyan; Yu, Yongtao; Marcato Junior, Jose; Li, Jonathan

Cross-resolution land cover classification using outdated products and transformers

INTERNATIONAL JOURNAL OF REMOTE SENSING

IF2.6

2024-10-07

OAAI

Ni, Huan; Zhao, Yubin; Guan, Haiyan; Jiang, Cheng; Jie, Yongshi; Wang, Xing; Shen, Ziyang

RdmkNet & Toronto-Rdmk: Large-Scale Datasets for Road Marking Classification and Segmentation

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2024-10-01

PREAI

Du, Jing; Ma, Lingfei; Li, Jing; Qin, Nannan; Zelek, John; Guan, Haiyan; Li, Jonathan

Edge-guided multi-scale foreground attention network for change detection in high resolution remote sensing images 用于高分辨率遥感影像变化检测的边缘引导多尺度前景注意网络

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2024-09-01

OAAI

Lin, Junjie; Wang, Guojie; Peng, Daifeng; Guan, Haiyan

DAAL-WS: A weakly-supervised method integrated with data augmentation and active learning strategies for MLS point cloud semantic segmentation

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2024-07-01

OAAI

Lei, Xiangda; Guan, Haiyan; Ma, Lingfei; Liu, Jiacheng; Yu, Yogntao; Wang, Lanying; Dong, Zhen; Ni, Huan; Li, Jonathan

VAM-Net: Vegetation-Attentive deep network for Multi-modal fusion of visible-light and vegetation-sensitive images

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2024-03-01

OAAI

Zang, Yufu; Wang, Shuye; Guan, Haiyan; Peng, Daifeng; Chen, Jike; Chen, Yanming; Delavar, Mahmoud R.

A feature perturbation weakly supervised learning network for airborne multispectral LiDAR pointcloud classification

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2024-03-01

OAAI

Chen, Ke; Guan, Haiyan; Wang, Lanying; Yu, Yongtao; Zang, Yufu; Qin, Nannan; Liu, Jiacheng; Li, Jonathan

研究方向