Few-Shot MS and PAN Joint Classification With Improved Cross-Source Contrastive Learning

H Zhu, P Guo, B Hou, X Li, C Jiao, B Ren… - … on Geoscience and …, 2024 - ieeexplore.ieee.org
The joint classification of multispectral (MS) and panchromatic (PAN) images aims to
provide a more detailed and accurate interpretation of land features. Although deep-learning-based …

Sample-Level Improved Cross-Source Contrastive Learning for PAN and MS Joint Classification

P Tian, H Zhu, B Hou, L Chen, P Guo… - … on Geoscience and …, 2025 - ieeexplore.ieee.org
In recent years, the number and ways of acquiring panchromatic images (PAN) and
multispectral images (MS) have increased, and manual labeling costs have also increased. …

Contour-Aware Dynamic Low-High Frequency Integration for Pan-Sharpening

X Yi, H Zhu, P Guo, B Hou, B Ren, X Li… - … on Geoscience and …, 2025 - ieeexplore.ieee.org
Pan-sharpening is the process of fusing panchromatic (PAN) and multispectral (MS) images.
Its critical focus lies in accurately capturing the contour information from the PAN image …

Dual Branch Feature Representation and Variational Autoencoder for Panchromatic and Multispectral Classification

…, H Zhu, H Wu, Y Guo, X Yi, P Guo… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
In recent years, owing to the swift progression in sensor technology and the extensive utilization
of remote sensing imagery, obtaining and using high-quality remote sensing images is …

High-low frequency progressive guided diffusion model for PAN and MS classification

H Zhu, F Yan, P Guo, X Li, B Hou… - … on Geoscience and …, 2024 - ieeexplore.ieee.org
With the rapid development of remote sensing technology, satellites can easily acquire
multispectral (MS) and panchromatic (PAN) images. It is challenging to utilize their …

An effective method for lane detection in complex situations

H Hou, P Guo, B Zheng, J Wang - 2021 9th International …, 2021 - ieeexplore.ieee.org
It is difficult to extract the lane lines accurately in the current auxiliary driving system due to
the complexity of the driving environment. In this paper, a new detection method which …

QTL mapping for phosphorus efficiency and morphological traits at seedling and maturity stages in wheat

…, M Gao, M Zhang, H Zheng, X Zhou, Y Guo… - Frontiers in plant …, 2017 - frontiersin.org
… (PupE) and utilization efficiency (PutE), is considered as one … yield and PupE traits, but
increased PutE traits. A total of 163 … the morphological traits and PutE simultaneously. A total of 29 …

A Neutrosophic Superiority and Inferiority Ranking-Based Model for Resource Allocation Efficiency in University Sports Management

P Lan, J Guo, C Bai - Neutrosophic Sets and Systems, 2025 - digitalrepository.unm.edu
The evaluation of resource allocation efficiency in university recreational sports aims to
analyze and assess the effectiveness of how universities allocate facilities, equipment, and …

Design and experiment of autonomous navigation system for solar powered linear move sprinkler machine based on GPS.

LKN Liu KeNan, WPT Wu PuTe, ZDL Zhu DeLan… - 2016 - cabidigitallibrary.org
The development of irrigation machinery is one of main factors to promote the improvement
of agricultural production. To conserve and save energy and water, as well as to improve …

Cscl-Net: Cross-Source Contrastive Learning for Ms and Pan Joint Classification

J Si, H Zhu, P Guo, B Hou, X Li, S Wang… - Available at SSRN … - papers.ssrn.com
Nowadays, the joint classification task of multispectral (MS) as well as panchromatic (PAN)
images has been a remarkable success, which aim to provide more detailed and accurate …