Article-Journal

CartoCell, a high-content pipeline for 3D image analysis, unveils cell morphology patterns in epithelia
Decades of research have not yet fully explained the mechanisms of epithelial self-organization and 3D packing. Single-cell analysis of …
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Chasing a Better Decision Margin for Discriminative Histopathological Breast Cancer Image Classification
When considering a large dataset of histopathologic breast images captured at various magnification levels, the process of …
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CNN based facial aesthetics analysis through dynamic robust losses and ensemble regression
In recent years, estimating beauty of faces has attracted growing interest in the fields of computer vision and machine learning. This …
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Current progress and challenges in large-scale 3D mitochondria instance segmentation
In this paper, we present the results of the MitoEM challenge on mitochondria 3D instance segmentation from electron microscopy images, …
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Current progress and challenges in large-scale 3D mitochondria instance segmentation
Direct multi-view spectral clustering with consistent kernelized graph and convolved nonnegative representation
Multi-view clustering attempts to partition unlabeled objects into clusters by making full use of complementary and consistent …
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Folded: A toolkit to describe mammalian herbivore dentition from 2D images
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Inductive multi-view semi-supervised learning with a consensus graph
Graphs have a crucial impact on the performance of any graph-based semi-supervised learning method, so their construction should be …
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Joint graph and reduced flexible manifold embedding for scalable semi-supervised learning
Recently, graph-based semi-supervised learning (GSSL) has received much attention. On the other hand, less attention has been paid to …
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Leveraging Synthetic Data for DNN-Based Visual Analysis of Passenger Seats
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Multi-Task Explainable Quality Networks for Large-Scale Forensic Facial Recognition
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