Saliency detection based on self-adaptive multiple feature fusion for remote sensing images

L Zhang, Y Liu, J Zhang - International Journal of Remote Sensing, 2019 - Taylor & Francis
Saliency detection has been revealed an effective and reliable approach to extract the
region of interest (ROI) in remote sensing images. However, most existing saliency detection …

Weakly supervised region of interest extraction based on uncertainty-aware self-refinement learning for remote sensing images

Y Liu, L Zhang - IEEE Transactions on Geoscience and Remote …, 2022 - ieeexplore.ieee.org
Region of interest (ROI) extraction plays a significant role in the field of remote sensing
image (RSI) processing. Recently, weakly supervised ROI extraction methods have attracted …

Remote sensing image generation based on attention mechanism and vae-msgan for roi extraction

L Zhang, Y Liu - IEEE Geoscience and Remote Sensing Letters, 2021 - ieeexplore.ieee.org
A variety of deep learning approaches have been applied to region of interest (ROI)
extraction, which is a fundamental task in the field of remote sensing image (RSI) …

Image generation based on texture guided vae-agan for regions of interest detection in remote sensing images

L Zhang, Y Liu - … 2021-2021 IEEE International Conference on …, 2021 - ieeexplore.ieee.org
Deep learning has shown great strength in regions of interest (ROIs) detection for remote
sensing images (RSIs). However, for most of RSIs, the unbalanced distribution of positive …

DSG-PL: ROI Extraction Based on Dual Saliency Guided Progressive Learning for Weakly Labeled Remote Sensing Images

Y Liu, L Zhang - 2023 IEEE International Conference on Image …, 2023 - ieeexplore.ieee.org
Region of Interest (ROI) extraction from weakly annotated remote sensing images (RSIs) can
save the huge labor cost of labelling accurate pixel-level annotations. However, weakly …

Comparative analysis of mature tomato detection by feature extraction and machine learning for autonomous greenhouse robots

HA Ilgın, FA Aydemir, B Cedimoğlu… - … Faculty of Sciences …, 2023 - dergipark.org.tr
Accurate detection of tomatoes grown in greenhouses is important for timely harvesting. In
this way, it is ensured that mature tomatoes are collected by distinguishing them from the …

Region of interest detection based on visual saliency analysis and iteratively clustering for remote sensing images

Y Sun, S Wang, L Zhang - Automated Visual Inspection and …, 2019 - spiedigitallibrary.org
Saliency analysis is essential to detect common regions of interest (ROI) in remote sensing
images. However, many methods imply saliency analysis in single images and cannot …