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Fault tolerant parallel pattern recognition [PDF]
The general capabilities of fault tolerant computations in one-way and two-way linear cellular arrays are investigated in terms of pattern recognition.
Kutrib, Martin, Löwe, Jan-Thomas
core +1 more source
AUCReshaping: improved sensitivity at high-specificity
The evaluation of deep-learning (DL) systems typically relies on the Area under the Receiver-Operating-Curve (AU-ROC) as a performance metric. However, AU-ROC, in its holistic form, does not sufficiently consider performance within specific ranges of ...
Sheethal Bhat+9 more
doaj +1 more source
Sparse self-attention aggregation networks for neural sequence slice interpolation
Background Microscopic imaging is a crucial technology for visualizing neural and tissue structures. Large-area defects inevitably occur during the imaging process of electron microscope (EM) serial slices, which lead to reduced registration and semantic
Zejin Wang+4 more
doaj +1 more source
Exploring Misclassification Information for Fine-Grained Image Classification
Fine-grained image classification is a hot topic that has been widely studied recently. Many fine-grained image classification methods ignore misclassification information, which is important to improve classification accuracy.
Da-Han Wang+4 more
doaj +1 more source
Biometric identification techniques such as photo-identification require an array of unique natural markings to identify individuals. From 1975 to present, Bigg’s killer whales have been photo-identified along the west coast of North America, resulting ...
Christian Bergler+7 more
doaj +1 more source
Pattern recognition in bees [PDF]
Adrian Horridge has written an interesting, useful, and very opinionated book on the visual system of insects. He states that it could be used by university students interested in the physiology of vision or the psychology of perception, by entomologists or zoologists, by engineers interested in robot vision, and by philosophers interested in the ...
openaire +3 more sources
The Comfort of Pattern Recognition [PDF]
As a trainee chemical pathologist, I find it immensely satisfying when I recognize a familiar pattern in a seemingly confusing array of biochemical results. Similarly, when gazing at the infinite …
openaire +4 more sources
TR-MISR: Multiimage Super-Resolution Based on Feature Fusion With Transformers
Multiimage super-resolution (MISR), as one of the most promising directions in remote sensing, has become a needy technique in the satellite market.
Tai An+5 more
doaj +1 more source
SSN2V: unsupervised OCT denoising using speckle split
Denoising in optical coherence tomography (OCT) is important to compensate the low signal-to-noise ratio originating from laser speckle. In recent years learning algorithms have been established as the most powerful denoising approach.
Julia Schottenhamml+6 more
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Segmentation is one of the most important parts of medical image analysis. Manual segmentation is very cumbersome, time-consuming, and prone to inter-observer variability. Fully automatic segmentation approaches require a large amount of labeled training
Tanja Kurzendorfer+6 more
doaj +1 more source