News

Our paper titled “Making a long story short: A Multi-Importance fast-forwarding egocentric videos with the emphasis on relevant objects” has been accepted for publication in the Journal of Visual Communication and Image Representation (JVCI) 2018.

For more details about the paper, please visit the Publications Section. You can get more info about the project on our page: https://www.verlab.dcc.ufmg.br/semantic-hyperlapse/

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Our paper titled “A Weighted Sparse Sampling and Smoothing Frame Transition Approach for Semantic Fast-Forward First-Person Videos” has been accepted in the Conference on Computer Vision and Pattern Recognition (CVPR) 2018!

For more details about the paper, please visit the Publications Section. You can get more info about the project on our page: https://www.verlab.dcc.ufmg.br/semantic-hyperlapse/

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Selected Publications

We present a new adaptive frame selection formulated as a weighted minimum reconstruction problem, which combined with a smoothing frame transition method accelerates first-person videos emphasizing the relevant segments and avoids visual discontinuities.
In CVPR, 2018, 2018

In this work, we present a methodology capable of summarizing and stabilizing egocentric videos by extracting the semantic information from the frames.
In ECCVW, 2016, 2016

In this work, we propose a novel methodology to compose the new fast-forward video by selecting frames based in semantic information extracted from images.
In ICIP, 2016, 2016

All Publications

(2018). A Weighted Sparse Sampling and Smoothing Frame Transition Approach for Semantic Fast-Forward First-Person Videos. In CVPR, 2018.

Preprint Project Video Conference Website

(2017). Semantic Hyperlapse for Egocentric Videos. In WTD@SIBGRAPI, 2017.

Preprint PDF Project Poster Video Conference Website

(2016). Towards Semantic Fast-Forward and Stabilized Egocentric Videos. In ECCVW, 2016.

Preprint PDF Project Poster Video Conference Website

(2016). Fast-Forward Video Based on Semantic Extraction. In ICIP, 2016.

Preprint PDF Project Poster Video Conference Website

Awards

My M.Sc. Dissertation titled “Semantic Hyperlapse for Egocentric Videos” has been awarded as the best Computer Vision/Image Processing/Pattern Recognition M.Sc. Dissertation in the SIBGRAPI 2017 - 30th Conference on Graphics, Patterns and Images (Workshop of Theses and Dissertations).

Details about the paper can be found in the Publications Section. You can get the full dissertation through this download icon:

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My presentation has been has been awarded as the Best Presentation of Master’s Work Dissertation at Week of Graduate Seminars held by the Departamento de Ciência da Computação (DCC-UFMG).

My M.Sc. Dissertation is titled “Semantic Hyperlapse for Egocentric Videos” and it can be downloaded here.

Click here for more info about the award (in Portuguese).

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