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Detection of small changes in medical and random-dot images comparing self-organizing map performance to human detection
Wandeto, John Mwangi
;
Nyongesa, Henry Okola
;
Rémond, Yves
;
Dresp-Langley, Birgitta
(
Informatics in Medicine Unlocked
,
2017-03-08
)
Self-Organizing Map Quantization Error Approach for Detecting Temporal Variations in Image Sets
Wandeto, John Mwangi
(
2018-09
)
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
)
Human Symmetry Uncertainty Detected by a Self-Organizing Neural Network Map
Wandeto, John Mwangi
;
Birgitta Dresp-Langley
(
Pre Prints
,
2021-01
)
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
)
Anomaly Detection on Roads Using C-ITS Messages
Moso, Juliet Chebet
;
Ramzi, Boutahala
;
Brice Leblanc
;
Hacène Fouchal
;
Cyril de Runz
;
Stephane Cormier
;
Wandeto, John Mwangi
(
Publisher Name Springer, Cham
,
2020-12
)
Trajectory User Linking in C-ITS Data Analysis
Moso, Juliet Chebet
;
Stéphane Cormier
;
Hacène Fouchal
;
Cyril de Runz
;
Wandeto, John Mwangi
(
IEEE Conference and Exhibition on Global Telecommunications (GLOBECOM)
,
2020-12-11
)
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Author
Wandeto, John Mwangi (21)
Dresp-Langley, Birgitta (7)
Moso, Juliet Chebet (5)
Cyril de Runz (4)
Birgitta Dresp-Langley (3)
Hacène Fouchal (3)
Nyongesa, Henry Okola (3)
Brice Leblanc (2)
Dresp, Birgitta (2)
Stephane Cormier (2)
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Subject
Change detection (1)
change detection, self-organizing map (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)
Medical images Random-dot images Change detection SOM analysis Quantization error Human performance (1)
Quantization error (1)
Random-dot images (1)
Self-Organizing Map (SOM), quantization error, image time series, spatial contrast, variability, change detection. (1)
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Date Issued
2021 (5)
2020 (4)
2018 (3)
2023 (3)
2017 (2)
2024 (2)
2019 (1)
2022 (1)
Has File(s)
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