Video-Processing-Library-MATLAB

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

• functions

  • fox_plot_grid.m
  • fox_retrieve_frames.m
  • fox_segmentation_summary.m
  • fox_store_frames.m
  • fox_uniform_summary.m
  • assignment_hungarian.m
  • fox_features_from_video.m
  • fox_get_features.m
  • fox_match_two_frames_surf.m
  • fox_match_two_vectors.m
  • fox_montage.m
  • fox_pairing_frames.m

• scripts

  • FoxsVideoToolboxTester_Features.m
  • FoxsVideoToolboxTester_KeyframeSummary.m
  • FoxsVideoToolboxTester_MatchingFrames.m
  • FoxsVideoToolboxTester_MatchingSummaries.m
  • FoxsVideoToolboxTester_Pipeline.m

• 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.