Superpixel-Based Multiscale CNN Approach Toward Multiclass Object Segmentation From UAV-Captured Aerial Images
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2023.3239119
Abstract: Unmanned aerial vehicles (UAVs) are promising remote sensors capable of reforming remote sensing applications. However, for artificial-intelligence-guided tasks, such as land cover mapping and ground-object mapping, most deep-learning-based architectures fail to extract scale-invariant features, resulting… read more here.
Keywords: superpixel based; architecture; multiscale cnn; aerial images ... See more keywords
A Multiscale CNN-CRF Framework for Environmental Microorganism Image Segmentation
Sign Up to like & getrecommendations! Published in 2020 at "BioMed Research International"
DOI: 10.1155/2020/4621403
Abstract: To assist researchers to identify Environmental Microorganisms (EMs) effectively, a Multiscale CNN-CRF (MSCC) framework for the EM image segmentation is proposed in this paper. There are two parts in this framework: The first is a… read more here.
Keywords: segmentation; image segmentation; multiscale cnn; cnn crf ... See more keywords