Main/My Phd Research Activities At INA

September 05, 2008, at 11:48 AM by 128.93.11.3 -

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! Video local signatures extraction

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!!! Video local signatures extraction

September 05, 2008, at 11:47 AM by 128.93.11.3 -

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! Short ~~overview~~:

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! Short Illustrated Overview:

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!! Content-based video copy detection framework [[#lab2]]

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!!! Content-based video copy detection framework [[#lab2]]

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!! Distortion-based similarity search [[#lab3]]

to:

!!! Distortion-based similarity search [[#lab3]]

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!! INA television monitoring system [[#INAsyst]]

to:

!!! INA television monitoring system [[#INAsyst]]

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!! French television detection results ([[[Main.MyPhdResearchActivitiesAtINA.results|Other Results]]) [[#lab4]]

to:

!!! French television detection results ([[[Main.MyPhdResearchActivitiesAtINA.results|Other Results]]) [[#lab4]]

September 05, 2008, at 11:46 AM by 128.93.11.3 -

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!! What's a copy ? [[#lab1]]

to:

!!! What's a copy ? [[#lab1]]

September 05, 2008, at 11:46 AM by 128.93.11.3 -

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!!! My [=PhD=] Thesis (french): [+[[http://www-rocq.inria.fr/~ajoly/ajoly_thesis.pdf|pdf]]+]

!!! Short overview:

to:

! My [=PhD=] Thesis (french): [+[[http://www-rocq.inria.fr/~ajoly/ajoly_thesis.pdf|pdf]]+]

! Short overview:

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! What's a copy ? [[#lab1]]

to:

!! What's a copy ? [[#lab1]]

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->! Content-based video copy detection framework [[#lab2]]

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!! Content-based video copy detection framework [[#lab2]]

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->! Distortion-based similarity search [[#lab3]]

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!! Distortion-based similarity search [[#lab3]]

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->! INA television monitoring system [[#INAsyst]]

to:

!! INA television monitoring system [[#INAsyst]]

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->! French television detection results ([[[Main.MyPhdResearchActivitiesAtINA.results|Other Results]]) [[#lab4]]

to:

!! French television detection results ([[[Main.MyPhdResearchActivitiesAtINA.results|Other Results]]) [[#lab4]]

September 05, 2008, at 11:46 AM by 128.93.11.3 -

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!! My [=PhD=] Thesis (french): [+[[http://www-rocq.inria.fr/~ajoly/ajoly_thesis.pdf|pdf]]+]

!! Short overview:

to:

!!! My [=PhD=] Thesis (french): [+[[http://www-rocq.inria.fr/~ajoly/ajoly_thesis.pdf|pdf]]+]

!!! Short overview:

September 05, 2008, at 11:46 AM by 128.93.11.3 -

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->! What's a copy ? [[#lab1]]

to:

! What's a copy ? [[#lab1]]

September 05, 2008, at 11:45 AM by 128.93.11.3 -

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->[[#lab2|Content-based video copy detection framework]]\\
->[[#lab3|Distortion-based similarity search]]\\
->[[#INAsyst|INA television monitoring system]]\\
->[[#lab4|French television detection results]]\\

to:

[[#lab2|Content-based video copy detection framework]]\\
[[#lab3|Distortion-based similarity search]]\\
[[#INAsyst|INA television monitoring system]]\\
[[#lab4|French television detection results]]\\

September 05, 2008, at 11:45 AM by 128.93.11.3 -

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[[#lab1|What's a copy ?]]\\
[[#lab2|Content-based video copy detection framework]]\\
[[#lab3|Distortion-based similarity search]]\\
[[#INAsyst|INA television monitoring system]]\\
[[#lab4|French television detection results]]\\

! What's a copy ? [[#lab1]]

to:

->[[#lab1|What's a copy ?]]\\
->[[#lab2|Content-based video copy detection framework]]\\
->[[#lab3|Distortion-based similarity search]]\\
->[[#INAsyst|INA television monitoring system]]\\
->[[#lab4|French television detection results]]\\

->! What's a copy ? [[#lab1]]

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! Content-based video copy detection framework [[#lab2]]

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->! Content-based video copy detection framework [[#lab2]]

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! Distortion-based similarity search [[#lab3]]

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->! Distortion-based similarity search [[#lab3]]

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! INA television monitoring system [[#INAsyst]]

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->! INA television monitoring system [[#INAsyst]]

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! French television detection results ([[[Main.MyPhdResearchActivitiesAtINA.results|Other Results]]) [[#lab4]]

to:

->! French television detection results ([[[Main.MyPhdResearchActivitiesAtINA.results|Other Results]]) [[#lab4]]

September 05, 2008, at 11:44 AM by 128.93.11.3 -

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!! Short overview:

September 05, 2008, at 11:43 AM by 128.93.11.3 -

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!! My [=PhD=] Thesis: [+[[http://www-rocq.inria.fr/~ajoly/ajoly_thesis.pdf|pdf ~~(in french)~~]]+]

to:

!! My [=PhD=] Thesis (french): [+[[http://www-rocq.inria.fr/~ajoly/ajoly_thesis.pdf|pdf]]+]

September 05, 2008, at 11:42 AM by 128.93.11.3 -

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! My PhD Thesis: [+[[http://www-rocq.inria.fr/~ajoly/ajoly_thesis.pdf|pdf (in french)]]+]

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!! My [=PhD=] Thesis: [+[[http://www-rocq.inria.fr/~ajoly/ajoly_thesis.pdf|pdf (in french)]]+]

September 05, 2008, at 11:39 AM by 128.93.11.3 -

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! My [[PhD]] Thesis: [+[[http://www-rocq.inria.fr/~ajoly/ajoly_thesis.pdf|~~PhD~~ pdf (in french)]]+]

to:

! My PhD Thesis: [+[[http://www-rocq.inria.fr/~ajoly/ajoly_thesis.pdf|pdf (in french)]]+]

September 05, 2008, at 11:38 AM by 128.93.11.3 -

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! My [PhD] Thesis: [+[[http://www-rocq.inria.fr/~ajoly/ajoly_thesis.pdf|PhD pdf (in french)]]+]

to:

! My [[PhD]] Thesis: [+[[http://www-rocq.inria.fr/~ajoly/ajoly_thesis.pdf|PhD pdf (in french)]]+]

September 05, 2008, at 11:38 AM by 128.93.11.3 -

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! My PhD Thesis: [+[[http://www-rocq.inria.fr/~ajoly/ajoly_thesis.pdf|PhD pdf (in french)]]+]

to:

! My [PhD] Thesis: [+[[http://www-rocq.inria.fr/~ajoly/ajoly_thesis.pdf|PhD pdf (in french)]]+]

September 05, 2008, at 11:38 AM by 128.93.11.3 -

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[+[[http://www-rocq.inria.fr/~ajoly/ajoly_thesis.pdf|PhD pdf (in french)]]+]

to:

! My PhD Thesis: [+[[http://www-rocq.inria.fr/~ajoly/ajoly_thesis.pdf|PhD pdf (in french)]]+]

November 22, 2005, at 11:08 AM by 128.93.11.3 -

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! French television detection results ~~[[#INAresults]]~~ ([[[Main.MyPhdResearchActivitiesAtINA.results|Other Results]]) [[#lab4]]

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! French television detection results ([[[Main.MyPhdResearchActivitiesAtINA.results|Other Results]]) [[#lab4]]

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[[#INAresults]]

November 22, 2005, at 11:07 AM by 128.93.11.3 -

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! French television detection results ([[[Main.MyPhdResearchActivitiesAtINA.results|Other Results]]) [[#lab4]]

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! French television detection results [[#INAresults]] ([[[Main.MyPhdResearchActivitiesAtINA.results|Other Results]]) [[#lab4]]

November 22, 2005, at 10:44 AM by 128.93.11.3 -

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~~%red% [+Under Construction!!+]~~

November 18, 2005, at 10:23 AM by 128.93.11.3 -

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! French television detection results ~~[[#INAresults]]~~ ([[[Main.MyPhdResearchActivitiesAtINA.results|Other Results]]) [[#lab4]]

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! French television detection results ([[[Main.MyPhdResearchActivitiesAtINA.results|Other Results]]) [[#lab4]]

November 18, 2005, at 10:23 AM by 128.93.11.3 -

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! French television detection results [[#INAresults]] ([[[Main.MyPhdResearchActivitiesAtINA.results|Other Results]]]) [[#lab4]]

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! French television detection results [[#INAresults]] ([[[Main.MyPhdResearchActivitiesAtINA.results|Other Results]]) [[#lab4]]

November 18, 2005, at 10:22 AM by 128.93.11.3 -

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! French television detection results ([[[Main.MyPhdResearchActivitiesAtINA.results|Other Results]]]) [[#lab4]]

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! French television detection results [[#INAresults]] ([[[Main.MyPhdResearchActivitiesAtINA.results|Other Results]]]) [[#lab4]]

November 16, 2005, at 02:56 PM by 128.93.11.3 -

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November 16, 2005, at 02:55 PM by 128.93.11.3 -

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Content-based video copy detection framework
Distortion-based similarity search

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[[#lab2|Content-based video copy detection framework]]
[[#lab3|Distortion-based similarity search]]
[[#INAsyst|INA television monitoring system]]
[[#lab4|French television detection results]]

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! Content-based video copy detection framework [[#2]]

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! Content-based video copy detection framework [[#lab2]]

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! Distortion-based similarity search [[#3]]

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! Distortion-based similarity search [[#lab3]]

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! French television detection results ([[[Main.MyPhdResearchActivitiesAtINA.results|Other Results]]])

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! French television detection results ([[[Main.MyPhdResearchActivitiesAtINA.results|Other Results]]]) [[#lab4]]

November 16, 2005, at 02:53 PM by 128.93.11.3 -

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[[lab1|What's a copy ?]]

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[[#lab1|What's a copy ?]]

November 16, 2005, at 02:53 PM by 128.93.11.3 -

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[[#1|What's a copy ?]]

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[[lab1|What's a copy ?]]

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! What's a copy ? [[#1]]

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! What's a copy ? [[#lab1]]

November 16, 2005, at 02:52 PM by 128.93.11.3 -

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! What's a copy ?

~~! What's a~~ copy ?

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[[#1|What's a copy ?]]
Content-based video copy detection framework
Distortion-based similarity search

! What's a copy ? [[#1]]

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! Content-based video copy detection ~~framework~~

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! Content-based video copy detection framework [[#2]]

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! Distortion-based similarity ~~search~~

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! Distortion-based similarity search [[#3]]

November 15, 2005, at 11:15 AM by 128.93.11.3 -

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! French television detection ~~results~~

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! French television detection results ([[[Main.MyPhdResearchActivitiesAtINA.results|Other Results]]])

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~~[+[[Main.MyPhdResearchActivitiesAtINA.results|OTHER RESULTS]]+]~~

November 15, 2005, at 11:14 AM by 128.93.11.3 -

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[+[[Main.MyPhdResearchActivitiesAtINA.results|OTHER RESULTS]]+]

November 15, 2005, at 11:10 AM by 128.93.11.3 -

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! INA television monitoring system [#INAsyst]

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! INA television monitoring system [[#INAsyst]]

November 15, 2005, at 11:09 AM by 128.93.11.3 -

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! INA television monitoring ~~system~~

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! INA television monitoring system [#INAsyst]

November 15, 2005, at 11:03 AM by 128.93.11.3 -

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! What's a copy ?

November 15, 2005, at 10:58 AM by 128.93.11.3 -

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The system is robust to most of the pre-production and post-production process that distort the images.

November 15, 2005, at 10:55 AM by 128.93.11.3 -

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Only one single standard PC is able to monitor continuously a TV channel faced to a reference database containing 50,000 hours of video (about 3 billions 20-dimensional vectors). This system is currently used at the french national audiovisual institute ([[http://www.ina.fr/|INA]]) to monitor ten channels with various large archives databases.

November 15, 2005, at 10:49 AM by 128.93.11.3 -

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%center% %width=~~600~~% http://www-rocq.inria.fr/~ajoly/images/architecture.jpg

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%center% %width=400% http://www-rocq.inria.fr/~ajoly/images/architecture.jpg

November 15, 2005, at 10:46 AM by 128.93.11.3 -

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! INA television monitoring system
%center% %width=600% http://www-rocq.inria.fr/~ajoly/images/architecture.jpg

November 15, 2005, at 10:45 AM by 128.93.11.3 -

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~~A system based on this technology is running at the french .~~

to:

November 15, 2005, at 10:39 AM by 128.93.11.3 -

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A system based on this technology is running at the french .

November 15, 2005, at 10:37 AM by 128.93.11.3 -

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[[http://www-rocq.inria.fr/~ajoly/ajoly_thesis.pdf|PhD pdf (in french!!)]]

to:

[+[[http://www-rocq.inria.fr/~ajoly/ajoly_thesis.pdf|PhD pdf (in french)]]+]

November 15, 2005, at 10:37 AM by 128.93.11.3 -

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[[ ~~|Download PhD~~ (in french!!)]]

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[[http://www-rocq.inria.fr/~ajoly/ajoly_thesis.pdf|PhD pdf (in french!!)]]

November 15, 2005, at 10:35 AM by 128.93.11.3 -

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[[ |Download PhD (in french!!)]]

November 04, 2005, at 01:31 PM by 128.93.11.3 -

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%center% Int_Valpha(p_'''DS'''('''X''' - '''Q''')'''dX''') = alpha

to:

%center% Int_Valpha(p_'''DS'''('''X''' - '''Q''') '''dX''') = alpha

November 04, 2005, at 01:03 PM by 128.93.11.3 -

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We define a ''distortion-based probabilistic query'', associated to a probability equal to $\alpha$, as the search of all the signatures contained in a region ~~V_alpha~~ of the feature space satisfying:

%center% ~~integral V~~_~~alpha~~ p_'''DS'''('''X''' - '''Q''')'''dX''' = alpha

to:

We define a ''distortion-based probabilistic query'', associated to a probability equal to ''alpha'', as the search of all the signatures contained in a region ''Valpha'' of the feature space satisfying:

%center% Int_Valpha(p_'''DS'''('''X''' - '''Q''')'''dX''') = alpha

November 04, 2005, at 01:02 PM by 128.93.11.3 -

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'''DS''' = '''S'''(M) - '''S'''(t(M))

to:

%center% '''DS''' = '''S'''(M) - '''S'''(t(M))

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\begin{equation}
integral V_alpha p_'''DS'''('''X''' - '''Q''')'''dX''' = alpha

to:

%center% integral V_alpha p_'''DS'''('''X''' - '''Q''')'''dX''' = alpha

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'''~~DeltaS~~''' = '''S'''(M) - '''S'''(t(M))

We define a ~~\textit{~~distortion-based probabilistic query}, associated to a probability equal to $\alpha$, as the search of all the signatures contained in a region $V_{\alpha}$ of the feature space satisfying:

to:

'''DS''' = '''S'''(M) - '''S'''(t(M))

We define a ''distortion-based probabilistic query'', associated to a probability equal to $\alpha$, as the search of all the signatures contained in a region V_alpha of the feature space satisfying:

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integral V_alpha p_'''~~DeltaS~~'''('''X''' - '''Q''')'''dX''' = alpha

to:

integral V_alpha p_'''DS'''('''X''' - '''Q''')'''dX''' = alpha

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'''~~\Delta S~~''' = '''S'''(M) - '''S'''(t(M))

to:

'''DeltaS''' = '''S'''(M) - '''S'''(t(M))

We define a \textit{distortion-based probabilistic query}, associated to a probability equal to $\alpha$, as the search of all the signatures contained in a region $V_{\alpha}$ of the feature space satisfying:
\begin{equation}
integral V_alpha p_'''DeltaS'''('''X''' - '''Q''')'''dX''' = alpha
where '''Q''' is the query (i.e. the candidate signature) and p_'''Delta S'''(.) is the probability density function of the distortion. Intuitively, the probabilistic query selects a region of the feature space such as the probability of finding signatures that could belong to a copy is equal to alpha.

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A signature '''S'''(t(M)), extracted in a transformed document t(M), can be considered as a distorted version of the original signature '''S'''(M), extracted in the original document M. We define the distortion as the following variable:
'''\Delta S''' = '''S''(M) - '''S'''(t(M))

to:

A signature '''S'''(t(M)), extracted in a transformed document t(M), can be considered as a distorted version of the original signature '''S'''(M), extracted in the original document M. We define the distortion as the following variable:

'''\Delta S''' = '''S'''(M) - '''S'''(t(M))

November 04, 2005, at 12:53 PM by 128.93.11.3 -

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A signature ~~$\bm{~~S~~}\left~~( t(M) ~~\right~~)$, extracted in a transformed document $t(M)$, can ~~thus~~ be considered as a distorted version of the original signature ~~$\bm{~~S~~}\left~~( M ~~\right~~)$, extracted in the original document $M$. We define the distortion as the following variable:
\~~[\bm{\~~Delta S} = ~~\bm{~~S~~}\left~~( M ~~\right)~~ - ~~\bm{~~S~~}\left~~( t(M) ~~\right~~)\]

to:

A signature '''S'''(t(M)), extracted in a transformed document t(M), can be considered as a distorted version of the original signature '''S'''(M), extracted in the original document M. We define the distortion as the following variable:
'''\Delta S''' = '''S''(M) - '''S'''(t(M))

November 04, 2005, at 12:50 PM by 128.93.11.3 -

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* Local spatio-temporal differential invariants (20-dimensional vectors)\\

to:

* Local spatio-temporal differential invariants (20-dimensional vectors)

November 04, 2005, at 12:50 PM by 128.93.11.3 -

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* Local spatio-temporal differential invariants (20-dimensional vectors)

to:

* Local spatio-temporal differential invariants (20-dimensional vectors)\\
\\

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A signature $\bm{S}\left( t(M) \right)$, extracted in a transformed document $t(M)$, can thus be considered as a distorted version of the original signature $\bm{S}\left( M \right)$, extracted in the original document $M$. We define the distortion as the following variable:
\[\bm{\Delta S} = \bm{S}\left( M \right) - \bm{S}\left( t(M) \right)\]

November 04, 2005, at 12:49 PM by 128.93.11.3 -

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* Key frame detection based on maxima of motion intensity
* Harris interest points detection
* Local spatio-temporal differential invariants (20-dimensional vectors)

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to:

* [[http://www-rocq.inria.fr/~ajoly/VLDB_HTML/ajolyVLDB_vf/ajolyVLDB_vf.html|html research report]]

November 04, 2005, at 12:40 PM by 128.93.11.3 -

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! ~~Video~~ copy detection framework

to:

! Content-based video copy detection framework

November 04, 2005, at 12:40 PM by 128.93.11.3 -

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%center% http://www-rocq.inria.fr/~ajoly/images/images3.jpg

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%center% %width=600% http://www-rocq.inria.fr/~ajoly/images/images3.jpg

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%center% http://www-rocq.inria.fr/~ajoly/images/~~image3~~.jpg

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%center% http://www-rocq.inria.fr/~ajoly/images/images3.jpg

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! ~~French television detection results~~

to:

! Distortion-based similarity search

! French television detection results
%center% http://www-rocq.inria.fr/~ajoly/images/image3.jpg

November 04, 2005, at 11:55 AM by 128.93.11.3 -

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%center% %width=500% http://www-rocq.inria.fr/~ajoly/images/copies_tree.~~jpg~~

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%center% %width=500% http://www-rocq.inria.fr/~ajoly/images/copies_tree.jpg | '''copies tree'''

November 04, 2005, at 11:55 AM by 128.93.11.3 -

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All the copies of an original document can be represented by a tree where each node corresponds to a new transformation. This tree represents the historic of ~~a document:~~ where, when and how a document has been used or displayed. ~~This~~ ''~~context~~ tree'' has a very high information content and its construction is a challenging task.\\

to:

All the copies of an original document can be represented by a tree where each node corresponds to a new transformation. This ''copies tree'' represents the historic of the use contexts: where, when and how a document has been used or displayed. The ''copies tree'' has a very high information content and its construction is a challenging task.\\

November 04, 2005, at 11:51 AM by 128.93.11.3 -

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~~From~~ the

to:

All the copies of an original document can be represented by a tree where each node corresponds to a new transformation. This tree represents the historic of a document: where, when and how a document has been used or displayed. This ''context tree'' has a very high information content and its construction is a challenging task.\\
Note that, watermarking based copy detection techniques do not allow the detection of all copies but only those that have been constructed from the document that contains the invisible mark. Content-based copy detection techniques theoretically allow the detection of all copies even if the original document is very old.
%center% %width=500% http://www-rocq.inria.fr/~ajoly/images/copies_tree.jpg

November 04, 2005, at 11:40 AM by 128.93.11.3 -

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%center% %width=~~400~~% http://www-rocq.inria.fr/~ajoly/images/similarities.jpg

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%center% %width=600% http://www-rocq.inria.fr/~ajoly/images/similarities.jpg

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%center% http://www-rocq.inria.fr/~ajoly/images/similarities.jpg

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%center% %width=400% http://www-rocq.inria.fr/~ajoly/images/similarities.jpg

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%center% http://www-rocq.inria.fr/~ajoly/images/similarities.jpg

November 04, 2005, at 11:31 AM by 128.93.11.3 -

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! What's a copy ?
Contrary to popular belief, a copy is not an identical document or a near replicated document but rather a '''transformed''' document, i.e a document that has been obtained from an '''original''' one by a succession of processes. Thus, a copy is not necessary ''more visually similar'' than other kinds of similar documents.

From the

November 04, 2005, at 11:13 AM by 128.93.11.3 -

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%center~~% %width=350~~% http://www-rocq.inria.fr/~ajoly/images/framework.jpg

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%center% http://www-rocq.inria.fr/~ajoly/images/framework.jpg

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%center% http://www-rocq.inria.fr/~ajoly/images/framework.jpg

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%center% %width=350% http://www-rocq.inria.fr/~ajoly/images/framework.jpg

November 04, 2005, at 11:06 AM by 128.93.11.3 -

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