PCLUDA: A pseudo-label consistency learning-based unsupervised domain adaptation method for cross-domain optical remote sensing image retrieval

D Hou, S Wang, X Tian, H **ng - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Recent advances in deep learning have dramatically improved the performance of content-
based remote sensing image retrieval (CBRSIR) with the same distribution of training set …

K-means pelican optimization algorithm based search space reduction for remote sensing image retrieval

WT Chembian, G Senthilkumar, A Prasanth… - Journal of the Indian …, 2024 - Springer
In remote sensing field, the image retrieval is considered a complex task and attained higher
attention, because of the data acquired from the earth observation satellites. An …

[HTML][HTML] Multi-scale feature fusion based on PVTv2 for deep hash remote sensing image retrieval

F Ye, K Wu, R Zhang, M Wang, X Meng, D Li - Remote Sensing, 2023 - mdpi.com
For high-resolution remote sensing image retrieval tasks, single-scale features cannot fully
express the complexity of the image information. Due to the large volume of remote sensing …

Classification for GM and Non-GM Maize Kernels Based on NIR Spectra and Deep Learning

Y Wei, C Yang, L He, F Wu, Q Yu, W Hu - Processes, 2023 - mdpi.com
The classification of GM and non-GM maize kernels is fundamental for further analysis of the
gene action in maize. Therefore, a complete and novel detection scheme based on near …

Deep semantic feature reduction for efficient remote sensing Image Retrieval

R Yelchuri, AO Khadidos, AO Khadidos… - IEEE …, 2023 - ieeexplore.ieee.org
Content-Based Remote Sensing Image Retrieval (CBRSIR) is used to find relevant images
from large collections of remote sensing images. CBRSIR works by indexing each image in …

Feature Extraction Techniques for Patterned Images: A Systematic Literature Review

W Wahyuni, A Setyanto, E Utami… - 2024 2nd International …, 2024 - ieeexplore.ieee.org
This research aims to conduct a systematic review of feature extraction techniques in
patterned images. A total of 47 journals were analyzed to identify the techniques used, their …

A Single Data Extraction Algorithm for Oblique Photographic Data Based on the U-Net

S Wang, X Li, L Lin, H Lu, Y Jiang, N Zhang, W Wang… - Remote Sensing, 2024 - mdpi.com
In the automated modeling generated by oblique photography, various terrains cannot be
physically distinguished individually within the triangulated irregular network (TIN). To utilize …

A novel approach for image retrieval in remote sensing using vision-language-based image caption generation

PS Yadav, DK Tyagi, SK Vipparthi - Multimedia Tools and Applications, 2024 - Springer
Recent advancements in satellite technologies have resulted in the emergence of Remote
Sensing (RS) images. Hence, the primary imperative research domain is designing a …

A deep image retrieval network using Max-m-Min pooling and morphological feature generating residual blocks

F Sabahi, M Omair Ahmad, MNS Swamy - International Journal of …, 2023 - Springer
The textural and structural information contained in the images is very important for
generating highly discriminative features for the task of image retrieval. Morphological …

An Intelligent Two-Stage Hybrid Hierarchical Classification using Optimized Label Propagation for Remote Sensing Image Retrieval

SK Sudha, S Aji - Journal of the Indian Society of Remote Sensing, 2025 - Springer
The increasing volume and heterogeneous nature of remote sensing data necessitate
efficient and accurate image retrieval systems, particularly for land use and land cover …