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Hits 1 – 11 of 11
1
Ghost Towns: Semantically Labelled Object Removal From Video
Clifford, William
;
Markham, Charles
. - 2019
Abstract:
This paper describes a method used to produce a video of a road in which the foreground items which obstruct the view of the road have been removed i.e. other vehicles. Once these regions have been identified they are replaced using suitable images that closely resemble the original background. The work considers an approach that uses multiple video sequences of the same road (C1.Cn). One video is identified as video Cp , that requires the least repair. All instances of vehicles in each frame of video were identified using a Convolutional Neural Network (CNN). The regions associated with each vehicle were then filled using suitable regions from the frames from the remaining streams (assuming at least one of these streams has a background region visible which matches our query region in Cp ). To match frames and locate suitable patches ideally the video sequences need to be aligned both temporally and structurally. To match the frames temporally a bag of visual words approach was taken. To align the frames structurally a template search was performed on regions surrounding the region to be replaced. Given the template matches, the region between these templates in the matching frame were used to fill where the vehicles were previously, leaving behind only the background.
URL:
http://mural.maynoothuniversity.ie/14360/1/WC_ghost%20towns.pdf
http://mural.maynoothuniversity.ie/14360/
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2
Weakly Supervised Training of a Sign Language Recognition System Using Multiple Instance Learning Density Matrices
Kelly, Daniel
;
McDonald, John
;
Markham, Charles
. - : IEEE, 2011
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3
A person independent system for recognition of hand postures used in sign language
Kelly, Daniel
;
McDonald, John
;
Markham, Charles
. - : Elsevier, 2010
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4
Evaluation of Threshold Model HMMs and Conditional Random Fields for Recognition of Spatiotemporal Gestures in Sign Language
Kelly, Daniel
;
McDonald, John
;
Markham, Charles
. - : IEEE, 2009
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5
Recognizing Spatiotemporal Gestures and Movement Epenthesis in Sign Language
Kelly, Daniel
;
McDonald, John
;
Markham, Charles
. - : IEEE, 2009
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6
Continuous recognition of motion based gestures in sign language
Kelly, Daniel
;
McDonald, John
;
Markham, Charles
. - : IEEE, 2009
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7
Automatic Recognition of Head Movement Gestures in Sign Language Sentences
Kelly, Daniel
;
Reilly Delannoy, Jane
;
McDonald, John
. - : Dept. of Computer Science, National University of Ireland, Maynooth, 2009
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8
A Framework for Continuous Multimodal Sign Language Recognition
Kelly, Daniel
;
Delannoy, Jane Reilly
;
McDonald, John
. - : ACM, 2009
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9
Incorporating Facial Features into a Multi-Channel Gesture Recognition System for the Interpretation of Irish Sign Language Sequences
Kelly, Daniel
;
Delannoy, Jane Reilly
;
McDonald, John
. - : IEEE, 2009
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10
Analysis of Sign Language Gestures Using Size Functions and Principal Component Analysis
Kelly, Daniel
;
McDonald, John
;
Lysaght, Thomas
. - : IEEE, 2008
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11
A system for teaching sign language using live gesture feedback
Kelly, Daniel
;
McDonald, John
;
Markham, Charles
. - : IEEE, 2008
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