郭波｜深圳大学｜学者主页

期刊论文

2026

语义引导对比学习的SAR与光学图像转换

杜文亮，郭波，赵佳琦，姚睿，周勇

《中国图象图形学报》

2026

Leveraging multisource data in GeoAI frameworks for urban analysis. Challenges, opportunities, and future directions

Naftaly Muriuki Wambugu, Rui-Sheng Wang, Tiezhu Shi, Tsz Nam Chan, Jianing Fei, Yu-Zhou Zhang, Jia-Wei Zhou, Zhi-Chun Jia, Bo Guo

ISPRS Open Journal of Photogrammetry and Remote Sensing

DOI

2026

Geometry-Aware Building Footprint Extraction From ALS Point Clouds Via Bidirectional Encoding and Boundary Refinement

Kui Wang, Yu-Jun Liu, Rui-Sheng Wang, Hao-Yuan Shen, Kun Zhou, Bo Guo

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

DOI

2026

LLFA-Net: a collaborative CNN-transformer framework for land cover classification using high-resolution remote sensing images

Wambugu Naftaly, Rui-Sheng Wang, Bo Guo, Zhi-Jun Wang, Xin-Chang Zhang, Abubakar Sani-Mohammed

Modeling Earth Systems and Environment

DOI

2025

融合注意力及增强感受野的桥隧表面病害深度网络检测

黄志海，罗海涛，郭波

《中国图象图形学报》

2025

改进分割大模型的桥梁缆索损伤语义分割方法

邓小龙，黄志海，郭波

《测绘通报》

DOI

2025

An enhanced network for extracting tunnel lining defects using transformer encoder and aggregate decoder

Bo Guo, Zhihai Huang, Haitao Luo, P. Akwensi, Rui-Sheng Wang, Bo Huang, Tsz Nam Chan

International Journal of Applied Earth Observation and Geoinformation

DOI

2025

SDRNET: Stacked Deep Residual Network for Accurate Semantic Segmentation of Fine-Resolution Remotely Sensed Images

Naftaly Muriuki Wambugu, Rui-Sheng Wang, Bo Guo, Tianshu Yu, Sheng Xu, Mohammed A. M. Elhassan

arXiv.org

DOI

2025

An Efficient Multi-Scale Transformer Network with Fusion-Attention for Point Cloud–Semantic Segmentation in Urban Environments

Bo Guo, Shengjun Tang, Naftaly Muriuki Wambugu, Rui-Sheng Wang, Zhihai Huang, Xiaolong Deng, Alex Hay-Man Ng, Shengjun Tang, Rui-Sheng Wang, Wen-Chao Guo

Photogrammetric Engineering & Remote Sensing

DOI

2025

Enhancing Few-Shot Point Cloud Semantic Segmentation via Superpoint Semantics

Zhi-Ling Wang, Rui-Sheng Wang, Yu-Jun Liu, Bo Guo, Tsz Nam Chan, Yi-Bin Tian

IEEE International Geoscience and Remote Sensing Symposium

DOI

2024

PReFormer: A memory-efficient transformer for point cloud semantic segmentation

P. Akwensi, Rui-Sheng Wang, Bo Guo

International Journal of Applied Earth Observation and Geoinformation

DOI

2023

PBWR: Parametric-Building-Wireframe Reconstruction from Aerial LiDAR Point Clouds

Shangfeng Huang, Rui-Sheng Wang, Bo Guo, Hongxin Yang

Computer Vision and Pattern Recognition

DOI

2023

MCTNet: Multiscale Cross-Attention-Based Transformer Network for Semantic Segmentation of Large-Scale Point Cloud

Bo Guo, Liwei Deng, Rui-Sheng Wang, Wen-Chao Guo, A. Ng, Wenfeng Bai

IEEE Transactions on Geoscience and Remote Sensing

DOI

2016

A Stochastic Geometry Method for Pylon Reconstruction from Airborne LiDAR Data

Bo Guo, Xianfeng Huang, Qingquan Li, Fan Zhang, Jiasong Zhu, Chisheng Wang

Remote Sensing

DOI

2013

顾及空间上下文关系的JointBoost点云分类及特征降维

郭波，黄先锋，张帆，王晏民

《测绘学报》

2009

基于小波滤波的神经网络变形预测

李维付，徐亚明，郭波，李建虎

《地理空间信息》

2008

基于遥感影像的土地变化边缘提取

李维付，郭波，李建虎

《电脑知识与技术》

预印本

2026

An effective framework for accurate semantic segmentation of high-resolution remote sensing images.

Naftaly Muriuki Wambugu, Ruisheng Wang, Abubakar Sani-Mohammed, Bo Guo, Xinchang Zhang, Zhijun Wang

Research Square

DOI

2025

Layer-level feature aggregation network for effective semantic segmentation of fine-resolution remote sensing images

Naftaly Muriuki Wambugu, Ruisheng Wang, Bo Guo, Zhijun Wang, Xinchang Zhang

SSRN Electronic Journal

DOI

郭波

精选作品

期刊论文

语义引导对比学习的SAR与光学图像转换

Leveraging multisource data in GeoAI frameworks for urban analysis. Challenges, opportunities, and future directions

Geometry-Aware Building Footprint Extraction From ALS Point Clouds Via Bidirectional Encoding and Boundary Refinement

LLFA-Net: a collaborative CNN-transformer framework for land cover classification using high-resolution remote sensing images

融合注意力及增强感受野的桥隧表面病害深度网络检测

改进分割大模型的桥梁缆索损伤语义分割方法

An enhanced network for extracting tunnel lining defects using transformer encoder and aggregate decoder

SDRNET: Stacked Deep Residual Network for Accurate Semantic Segmentation of Fine-Resolution Remotely Sensed Images

An Efficient Multi-Scale Transformer Network with Fusion-Attention for Point Cloud–Semantic Segmentation in Urban Environments

Enhancing Few-Shot Point Cloud Semantic Segmentation via Superpoint Semantics

PReFormer: A memory-efficient transformer for point cloud semantic segmentation

PBWR: Parametric-Building-Wireframe Reconstruction from Aerial LiDAR Point Clouds

MCTNet: Multiscale Cross-Attention-Based Transformer Network for Semantic Segmentation of Large-Scale Point Cloud

A Stochastic Geometry Method for Pylon Reconstruction from Airborne LiDAR Data

顾及空间上下文关系的JointBoost点云分类及特征降维

基于小波滤波的神经网络变形预测

基于遥感影像的土地变化边缘提取

预印本

An effective framework for accurate semantic segmentation of high-resolution remote sensing images.

Layer-level feature aggregation network for effective semantic segmentation of fine-resolution remote sensing images

研究方向