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NEAR-DUPLICATE VIDEO DETECTION EXPLOITING NOISE RESIDUAL TRACES

Abstract: 

Video phylogeny research about joint analysis of correlated video sequences has shown the possibility of developing interesting forensic applications. As an example, it is possible to study the provenance of near-duplicate (ND) video sequences, i.e., videos generated from the same original one through content preserving transformations. To perform this kind of analysis, accurate detection of ND videos is paramount. In this paper, we propose an algorithm for ND video detection and clustering in a challenging setup. Specifically, we analyze a scenario in which many videos, depicting the same event, are recorded by different users. This situation is critical as non-ND videos acquired from very close viewpoints run the risk of being incorrectly detected as ND. The proposed approach leverages on robust hashing properties and the concept of sensor noise traces.

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Paper Details

Authors:
Silvia Lameri, Luca Bondi, Paolo Bestagini, Stefano Tubaro
Submitted On:
19 September 2017 - 5:25am
Short Link:
Type:
Presentation Slides
Event:
Presenter's Name:
Luca Bondi
Paper Code:
WA.L4.1
Document Year:
2017
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Document Files

polimi_nd_icip17.pdf

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[1] Silvia Lameri, Luca Bondi, Paolo Bestagini, Stefano Tubaro, "NEAR-DUPLICATE VIDEO DETECTION EXPLOITING NOISE RESIDUAL TRACES", IEEE SigPort, 2017. [Online]. Available: http://sigport.org/1843. Accessed: Sep. 19, 2017.
@article{1843-17,
url = {http://sigport.org/1843},
author = {Silvia Lameri; Luca Bondi; Paolo Bestagini; Stefano Tubaro },
publisher = {IEEE SigPort},
title = {NEAR-DUPLICATE VIDEO DETECTION EXPLOITING NOISE RESIDUAL TRACES},
year = {2017} }
TY - EJOUR
T1 - NEAR-DUPLICATE VIDEO DETECTION EXPLOITING NOISE RESIDUAL TRACES
AU - Silvia Lameri; Luca Bondi; Paolo Bestagini; Stefano Tubaro
PY - 2017
PB - IEEE SigPort
UR - http://sigport.org/1843
ER -
Silvia Lameri, Luca Bondi, Paolo Bestagini, Stefano Tubaro. (2017). NEAR-DUPLICATE VIDEO DETECTION EXPLOITING NOISE RESIDUAL TRACES. IEEE SigPort. http://sigport.org/1843
Silvia Lameri, Luca Bondi, Paolo Bestagini, Stefano Tubaro, 2017. NEAR-DUPLICATE VIDEO DETECTION EXPLOITING NOISE RESIDUAL TRACES. Available at: http://sigport.org/1843.
Silvia Lameri, Luca Bondi, Paolo Bestagini, Stefano Tubaro. (2017). "NEAR-DUPLICATE VIDEO DETECTION EXPLOITING NOISE RESIDUAL TRACES." Web.
1. Silvia Lameri, Luca Bondi, Paolo Bestagini, Stefano Tubaro. NEAR-DUPLICATE VIDEO DETECTION EXPLOITING NOISE RESIDUAL TRACES [Internet]. IEEE SigPort; 2017. Available from : http://sigport.org/1843