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Semi-automatic tool for motion annotation on complex video sequences

Ground truth annotation on motion segmentation (MS) datasets of arbitrary real-life videos is a difficult and challenging task. The research community lacks a standard annotation tool for such datasets, which makes it an open research field. Here an annotation tool is proposed for trajectories in complex videos, which provides a publicly available platform to create and reinforce MS datasets. The user friendly interface allows to refine an initial automatic segmentation result to produce ground truth annotation on all the motions of all the frames of a given sequence. In long videos with multiple rigid/non-rigid motions containing complete occlusion and real distortions, the tool facilitates rapid annotation of motion in a semi-automatic way

This work was supported by the FP7-ICT-2011-7 project PANDORA (Ref 288273), RAIMON (Ref CTM2011-29691- C02-02) and NICOLE (Ref TIN2014-55710-R)

Institution of Engineering and Technology (IET)

Manager: Ministerio de Ciencia e Innovaci贸n (Espanya)
Ministerio de Econom铆a y Competitividad (Espanya)
Author: Mahmood, Muhammad Habib
Salvi, Joaquim
Llad贸 Bardera, Xavier
Abstract: Ground truth annotation on motion segmentation (MS) datasets of arbitrary real-life videos is a difficult and challenging task. The research community lacks a standard annotation tool for such datasets, which makes it an open research field. Here an annotation tool is proposed for trajectories in complex videos, which provides a publicly available platform to create and reinforce MS datasets. The user friendly interface allows to refine an initial automatic segmentation result to produce ground truth annotation on all the motions of all the frames of a given sequence. In long videos with multiple rigid/non-rigid motions containing complete occlusion and real distortions, the tool facilitates rapid annotation of motion in a semi-automatic way
This work was supported by the FP7-ICT-2011-7 project PANDORA (Ref 288273), RAIMON (Ref CTM2011-29691- C02-02) and NICOLE (Ref TIN2014-55710-R)
Document access: http://hdl.handle.net/2072/297838
Language: eng
Publisher: Institution of Engineering and Technology (IET)
Rights: Tots els drets reservats
Subject: Imatges -- Processament
Imatges -- Segmentaci贸
Image processing
Imaging segmentation
Visi贸 per ordinador
Computer vision
Title: Semi-automatic tool for motion annotation on complex video sequences
Type: info:eu-repo/semantics/article
Repository: Recercat

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