most citedPPMamba: A Pyramid Pooling Local Auxiliary SSM-Based Model for Remote Sensing Image Semantic Segmentation

6 citations · 7 across the 4 of their papers we have counts for

collaborators

5 papers

cs.CV2026

Building age estimation based on widely available multi-source1 geospatial data

Jialu Sui, Hongsheng Zhang, Rui Liu +4

Building age is fundamental for urban infrastructure safety, operation, and planning, as it directly affects structural safety, and sustainable development. Existing methods mostly…

cs.CV2024★ 6 cited

PPMamba: A Pyramid Pooling Local Auxiliary SSM-Based Model for Remote Sensing Image Semantic Segmentation

Yin Hu, Xianping Ma, Jialu Sui +1

Semantic segmentation is a vital task in the field of remote sensing (RS). However, conventional convolutional neural network (CNN) and transformer-based models face limitations in…

eess.IV2024

Adaptive Semantic-Enhanced Denoising Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution

Jialu Sui, Xianping Ma, Xiaokang Zhang +1

Remote sensing image super-resolution (SR) is a crucial task to restore high-resolution (HR) images from low-resolution (LR) observations. Recently, the Denoising Diffusion Probabi…

cs.CV2024

DF4LCZ: A SAM-Empowered Data Fusion Framework for Scene-Level Local Climate Zone Classification

Qianqian Wu, Xianping Ma, Jialu Sui +1

Recent advancements in remote sensing (RS) technologies have shown their potential in accurately classifying local climate zones (LCZs). However, traditional scene-level methods us…

eess.IV2024★ 1 cited

Diffusion Enhancement for Cloud Removal in Ultra-Resolution Remote Sensing Imagery

Jialu Sui, Yiyang Ma, Wenhan Yang +3

The presence of cloud layers severely compromises the quality and effectiveness of optical remote sensing (RS) images. However, existing deep-learning (DL)-based Cloud Removal (CR)…