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Functions for processing video: feature extraction, summarisation, comparison of keyframe summaries, visualisation
MATLAB
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FoxsVideoToolboxTester_Features.m Add files via upload Jun 8, 2018
FoxsVideoToolboxTester_MatchingFrames.m Add files via upload Jun 8, 2018
FoxsVideoToolboxTester_MatchingSummaries.m
FoxsVideoToolboxTester_Pipeline.m Add files via upload Jun 8, 2018
KeyframeSummaries.zip Add files via upload Jun 8, 2018
README.md Update README.md Jun 8, 2018
VID_library.pdf Add files via upload Jun 8, 2018
assignment_hungarian.m Add files via upload Jun 8, 2018
betws_y_coed_small.jpg Add files via upload Jun 8, 2018
fox_get_features.m Add files via upload Jun 8, 2018
fox_match_two_frames_surf.m Add files via upload Jun 8, 2018
fox_match_two_vectors.m Add files via upload Jun 8, 2018
fox_montage.m Add files via upload Jun 8, 2018
fox_pairing_frames.m
fox_plot_grid.m Add files via upload Jun 8, 2018

README.md

Video-Processing-Library-MATLAB

Functions for processing video: feature extraction, summarisation, comparison of keyframe summaries, visualisation

  • functions

x = fox_get_features(im,fstr,blocks,bins)

[match, value] = fox_match_two_vectors(a,b,threshold,d)

[match, value] = fox_match_two_frames_surf(A,B,threshold,vis)

[F,number_of_matches,mcs,mgt] = fox_pairing_frames(matchMatrix,threshold,pairingMethod)

fox_montage(f,s,c,w)

fox_plot_grid(r,c,t,axesHandle,fontName)

[Matching,Cost] = assignment_hungarian(Perf)

  • scripts

FoxsVideoToolboxTester_Features FoxsVideoToolboxTester_MatchingFrames FoxsVideoToolboxTester_MatchingSummaries FoxsVideoToolboxTester_Pipeline

  • images

betws_y_coed_small.jpg image used in the scripts (testers)

A zip file KeyframeSummaries.zip containing a folder with two keyframe summaries used in FoxsVideoToolboxTester_Pipeline.

  • documents

VID_Library.pdf is a text explaining the content and the functioning of the toolbox.

  • related publications

[1] Kuncheva, L. I., P. Yousefi and J. Almeida, Edited nearest neighbour for selecting keyframe summaries of egocentric videos, Journal of Visual Communication and Image Representation 52, 2018, 118–130.

[2] Kuncheva L. I., P. Yousefi and J. Almeida, Comparing Keyframe Summaries of Egocentric Videos: Closest-to-Centroid Baseline, Proceedings of The Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA 2017), 2017, Montreal, Canada.

[3] Kuncheva L. I., P. Yousefi and I. A. D. Gunn, On the Evaluation of Video Keyframe Summaries using User Ground Truth, arXiv:1712.06899, 2017.

[4] Gunn I. A. D., L. I. Kuncheva, and P. Yousefi, Bipartite Graph Matching for Keyframe Summary Evaluation, arXiv:1712.06914, 2017.

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