Shot boundary detection method based on a new extensive dataset and mixed features

09/02/2021
by   Alexander Gushchin, et al.
0

Shot boundary detection in video is one of the key stages of video data processing. A new method for shot boundary detection based on several video features, such as color histograms and object boundaries, has been proposed. The developed algorithm was tested on the open BBC Planet Earth [1] and RAI [2] datasets, and the MSU CC datasets, based on videos used in the video codec comparison conducted at MSU, as well as videos from the IBM set, were also plotted. The total dataset for algorithm development and testing exceeded the known TRECVID datasets. Based on the test results, the proposed algorithm for scene change detection outperformed its counterparts with a final F-score of 0.9794.

READ FULL TEXT

page 1

page 3

research
05/23/2017

Ridiculously Fast Shot Boundary Detection with Fully Convolutional Neural Networks

Shot boundary detection (SBD) is an important component of many video an...
research
04/12/2023

AutoShot: A Short Video Dataset and State-of-the-Art Shot Boundary Detection

The short-form videos have explosive popularity and have dominated the n...
research
08/24/2016

A Novel Approach for Shot Boundary Detection in Videos

This paper presents a novel approach for video shot boundary detection. ...
research
04/30/2021

Few-Shot Video Object Detection

We introduce Few-Shot Video Object Detection (FSVOD) with three importan...
research
01/18/2016

Discovering Picturesque Highlights from Egocentric Vacation Videos

We present an approach for identifying picturesque highlights from large...
research
06/27/2023

MAE-GEBD:Winning the CVPR'2023 LOVEU-GEBD Challenge

The Generic Event Boundary Detection (GEBD) task aims to build a model f...
research
10/25/2016

A Novel Boundary Matching Algorithm for Video Temporal Error Concealment

With the fast growth of communication networks, the video data transmiss...

Please sign up or login with your details

Forgot password? Click here to reset