output
20132024
most citedThe quantization error in a Self-Organizing Map as a contrast and colour specific indicator of single-pixel change in large random patterns

27 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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cs.CV2020★ 6 cited

Pixel precise unsupervised detection of viral particle proliferation in cellular imaging data

Birgitta Dresp-Langley, John M. Wandeto

Cellular and molecular imaging techniques and models have been developed to characterize single stages of viral proliferation after focal infection of cells in vitro. The fast and…

cs.CV2020★ 27 cited

The quantization error in a Self-Organizing Map as a contrast and colour specific indicator of single-pixel change in large random patterns

John M Wandeto, Birgitta Dresp-Langley

The quantization error in a fixed-size Self-Organizing Map (SOM) with unsupervised winner-take-all learning has previously been used successfully to detect, in minimal computation…

cs.CV2019

Detection of small changes in medical and random-dot images comparing self-organizing map performance to human detection

John Wandeto, Henry Nyongesa, Yves Remond +1

Radiologists use time series of medical images to monitor the progression of a patient condition. They compare information gleaned from sequences of images to gain insight on progr…

cs.CV2019

Unsupervised automatic classification of Scanning Electron Microscopy (SEM) images of CD4+ cells with varying extent of HIV virion infection

John M. Wandeto, Birgitta Dresp-Langley

Archiving large sets of medical or cell images in digital libraries may require ordering randomly scattered sets of image data according to specific criteria, such as the spatial e…