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Using the quantization error from Self‐Organizing Map (SOM) output for fast detection of critical variations in image time series
Dresp-Langley, Birgitta
;
Wandeto, John Mwangi
;
Nyongesa, Henry Okola
(
ISTE Ltd. London, UK – openscience.fr
,
2018
)
The quantization error in a Self-Organizing Map as a contrast and colour specific indicator of single-pixel change in large random patterns
Wandeto, John Mwangi
;
Dresp-Langley, Birgitta
(
Elsevier Ltd.
,
2019-08-17
)
On the detectability by novices, radiologists, and computer algorithms of smallest increases in local single dot size in random-dot images
Dresp-Langley, Birgitta
;
Wandeto, John Mwangi
(
Cornell University
,
2017-09-07
)
Detection of Structural Change in Geographic Regions of Interest by Self Organized Mapping: Las Vegas City and Lake Mead across the Years
Wandeto, John Mwangi
;
Nyongesa, Henry Okola
;
Dresp-Langley, Birgitta
(
Cornell University
,
2018-10
)
Unsupervised classification of cell imaging data using the quantization error in a Self Organizing Map
Wandeto, John Mwangi
;
Dresp-Langley, Birgitta
(
2021-06
)
Road Speed Signatures from C-ITS messages
Moso, Juliet Chebet
;
Cormier, Stephane
;
Fouchal, Hacene
;
Cyril de Runz
;
Wandeto, John Mwangi
;
Hasnaa Aniss
(
EEE International Conference on Communications
,
2021-08-11
)
Surgical task expertise detected by a selforganizing neural network map
Wandeto, John Mwangi
;
Dresp-Langley, B.
;
Liu, R.
(
AUTOMED - Automation in Medical Engineering
,
2021-06-08
)
Fast Artificial Intelligence for the Detection of Viral Particle Proliferation in Cellular Imaging Data
Birgitta Dresp-Langley
;
Wandeto, John Mwangi
(
European Society for Medecine General Assembly
,
2022-08
)
Anomaly Detection on Data Streams for Smart Agriculture
Moso, Juliet Chebet
;
Cormier, Stéphane
;
Runz, Cyril de
;
Fouchal, Hacène
;
Wandeto, John Mwangi
(
MDPI
,
2021-11-02
)
Deep Transfer Learning Optimization Techniques for Medical Image Classifcation - A SurveyImage Classifcation - A Survey
Kariuki, Paul Wahome
;
Gikunda, Patrick Kinyua
;
Wandeto, John Mwangi
(
TechRxiv
,
2023-04
)
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Author
Wandeto, John Mwangi (15)
Dresp-Langley, Birgitta (6)
Dresp, Birgitta (2)
Moso, Juliet Chebet (2)
Nyongesa, Henry Okola (2)
Birgitta Dresp-Langley (1)
Cormier, Stephane (1)
Cormier, Stéphane (1)
Cyril de Runz (1)
Dresp-Langley, B. (1)
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Change detection (1)
computer; society; medicine; environment; image time series; random-dot images; change detection; self-organizing visual maps; quantization error; human detectio (1)
Computers and Society (cs. CY); Computer Vision and Pattern Recognition (cs. CV) (1)
Image time series (1)
Medical images (1)
Quantization error (1)
Random-dot images (1)
Self-Organizing Map (SOM), quantization error, image time series, spatial contrast, variability, change detection. (1)
Self-Organizing Maps (1)
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2021 (4)
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2024 (3)
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2017 (1)
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