Shot Detection (23.06.2011)

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Video in TIB AV-Portal: Shot Detection (23.06.2011)

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Shot Detection (23.06.2011)
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10.5446/349 (DOI)
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Technische Universität Braunschweig
Institut für Informationssysteme
Balke, Wolf-Tilo
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In this course, we examine the aspects regarding building multimedia database systems and give an insight into the used techniques. The course deals with content-specific retrieval of multimedia data. Basic issue is the efficient storage and subsequent retrieval of multimedia documents. The general structure of the course is: - Basic characteristics of multimedia databases - Evaluation of retrieval effectiveness, Precision-Recall Analysis - Semantic content of image-content search - Image representation, low-level and high-level features - Texture features, random-field models - Audio formats, sampling, metadata - Thematic search within music tracks - Query formulation in music databases - Media representation for video - Frame / Shot Detection, Event Detection - Video segmentation and video summarization - Video Indexing, MPEG-7 - Extraction of low-and high-level features -Integration of features and efficient similarity comparison - Indexing over inverted file index, indexing Gemini, R *- trees
Area Group action Characteristic polynomial 3 (number) Database Streaming media Streaming media Statistics Demoscene Depiction Markov chain Information retrieval Computer animation Different (Kate Ryan album) Information retrieval Multimedia Endliche Modelltheorie Multimedia Figurate number Quicksort Endliche Modelltheorie Data structure
Point (geometry) Frame problem Trajectory Group action Multiplication sign Direction (geometry) Range (statistics) Execution unit Sheaf (mathematics) Streaming media Event horizon Number Causality Hypermedia Different (Kate Ryan album) Ideal (ethics) Energy level Endliche Modelltheorie Data structure Computer-assisted translation Abstraction Execution unit Focus (optics) Cellular automaton Stress (mechanics) Streaming media Flow separation Frame problem Process modeling Type theory Process (computing) Computer animation Key (cryptography) Object (grammar) Representation (politics) Data structure Domain name Spacetime
Frame problem Execution unit Execution unit Maxima and minima Streaming media Data transmission Demoscene Data transmission Demoscene Frame problem Broadcasting (networking) Computer animation Different (Kate Ryan album) Order (biology) Personal area network Data structure Maß <Mathematik> Metropolitan area network
Point (geometry) Meta element Standard deviation Group action View (database) Multiplication sign Execution unit Adaptive behavior Control flow Online help Streaming media Special unitary group Neuroinformatik Revision control Uniform resource locator Array data structure Mathematics Hypermedia Term (mathematics) Information Metropolitan area network Identity management Physical system Standard deviation Information Total S.A. Flow separation System call Demoscene Frame problem Process (computing) Computer animation Game theory Musical ensemble
Frame problem Random number Group action State of matter Computer-generated imagery Range (statistics) 1 (number) Price index Streaming media Average Demoscene Graph coloring Information retrieval Causality Dedekind cut Energy level Software framework Area Standard deviation Key (cryptography) Characteristic polynomial Physical law Streaming media Special unitary group Frame problem Demoscene Type theory Computer animation Row (database)
Point (geometry) Frame problem Group action Pixel Multiplication sign View (database) Computer-generated imagery Set (mathematics) Streaming media Neuroinformatik Template (C++) Mathematics Dedekind cut Information Pixel Pairwise comparison Cellular automaton Planning Streaming media Thresholding (image processing) Template (C++) Frame problem Mathematics Word Process (computing) Computer animation Personal digital assistant Right angle Row (database)
Point (geometry) Frame problem Pixel Histogram Group action Distribution (mathematics) Real number Multiplication sign Computer-generated imagery Range (statistics) Angle Distance Area Number Element (mathematics) Mathematics Population density Bit rate Causality Different (Kate Ryan album) Object (grammar) Template Matching Noise Pixel Area Covering space Histogram Distribution (mathematics) Matching (graph theory) Bit Element (mathematics) Number Uniform resource locator Computer animation Game theory
Histogram Frame problem Zoom lens Perfect group Multiplication sign Computer-generated imagery Workstation <Musikinstrument> Translation (relic) Matching (graph theory) Thresholding (image processing) Translation (relic) Mereology Template (C++) Frame problem Rotation Web 2.0 Mathematics Goodness of fit Computer animation Different (Kate Ryan album) Object (grammar) Video game Object (grammar)
Suite (music) Functional (mathematics) Group action Multiplication sign Bit rate Streaming media Number Sequence Mathematics Different (Kate Ryan album) Error message Data type Distribution (mathematics) Axiom of choice Physical law Streaming media Thresholding (image processing) Type theory Number Process (computing) Error message Computer animation Personal digital assistant Function (mathematics) Order (biology) Right angle Quicksort Musical ensemble
Point (geometry) Frame problem Group action State of matter Multiplication sign Set (mathematics) Online help Mereology Distance Thresholding (image processing) Graph coloring Computer icon Wave packet Power (physics) Mathematics Coefficient of determination Bit rate Dedekind cut Different (Kate Ryan album) Ring (mathematics) Damping Computer-assisted translation Pixel Pairwise comparison Covering space Pairwise comparison NP-hard Twin prime Coma Berenices Thresholding (image processing) Frame problem Demoscene Radical (chemistry) Type theory Film editing Computer animation Personal digital assistant Coefficient of determination Order (biology) Summierbarkeit Right angle Table (information)
Group action State of matter Multiplication sign Set (mathematics) Mereology Web 2.0 Data model Mathematics Different (Kate Ryan album) Single-precision floating-point format Noise Process (computing) Endliche Modelltheorie Pairwise comparison Error message Data compression Physical system Temporal logic Streaming media Mereology Perturbation theory Disk read-and-write head Type theory Process (computing) Different (Kate Ryan album) Endliche Modelltheorie Block (periodic table) Cue sports Frame problem Histogram Computer-generated imagery Wave packet Number Sound effect Sequence Goodness of fit Causality Operator (mathematics) Boundary value problem Condition number Data type Operations research Histogram Noise (electronics) Pairwise comparison Focus (optics) Matching (graph theory) Inheritance (object-oriented programming) Characteristic polynomial Direction (geometry) Frame problem Mathematics Number Computer animation Boundary value problem
Point (geometry) Distribution (mathematics) Information Streaming media Branch (computer science) Bit Data storage device Streaming media Infinity Total S.A. Revision control Computer animation Personal digital assistant Different (Kate Ryan album) Hypermedia Operator (mathematics) Quicksort Figurate number Game theory Whiteboard Pixel Formal grammar
Point (geometry) Frame problem Group action State of matter Transformation (genetics) Codierung <Programmierung> Multiplication sign Direction (geometry) View (database) Streaming media Mereology Disk read-and-write head Event horizon Depiction Declarative programming Wave packet 2 (number) Mathematics Coefficient Different (Kate Ryan album) Forest Operator (mathematics) Vector graphics Information Nichtlineares Gleichungssystem Wavelet transform Data compression Area Pairwise comparison Dialect Wavelet Information File format Direction (geometry) Independence (probability theory) Transformation (genetics) Trigonometric functions Sequence Frame problem Mathematics Type theory Computer animation Software Order (biology) Right angle Musical ensemble Freeware Data compression
Discrete group Frame problem Histogram Euclidean vector Sequel Transformation (genetics) Computer-generated imagery Insertion loss Peg solitaire Data dictionary Demoscene Tracing (software) Depiction Wave packet Number Sequence Measurement Coefficient Different (Kate Ryan album) Pixel Abstraction Boss Corporation File format Closed set Streaming media Bit Thresholding (image processing) Data transmission Sequence Frame problem Mathematics Chaining Process (computing) Computer animation Calculation Order (biology) Block (periodic table) Boundary value problem Pressure Form (programming) Singuläres Integral
Point (geometry) Frame problem Pattern recognition Dynamical system Histogram Algorithm Length Transformation (genetics) Bit Depiction Number Coefficient Type theory Vector graphics Authorization Pairwise comparison Pixel Histogram Information Closed set Streaming media Special unitary group Thresholding (image processing) Frame problem Hand fan Similarity (geometry) Number Computer animation Network topology Quicksort Whiteboard Boundary value problem Block (periodic table)
Supremum Metropolitan area network Pulse (signal processing) Algorithm Artificial neural network Maxima and minima Streaming media Infinity Type theory Computer animation Multi-agent system Lecture/Conference Pixel Wide area network
Group action MUD Algorithm Special unitary group Value-added network Priority queue Mathematics Lecture/Conference Different (Kate Ryan album) Physical law Pairwise comparison Pixel Metropolitan area network Histogram Coma Berenices Menu (computing) Streaming media Avatar (2009 film) Frame problem Computer animation Personal digital assistant Uniform resource name Block (periodic table) Simulation Resultant Local ring Wide area network
Histogram Group action Divisor Water vapor Special unitary group Thresholding (image processing) Route of administration Number Energy level Physical law Information management Execution unit Back-face culling Structural load Magneto-optical drive Interior (topology) Computer simulation Menu (computing) Avatar (2009 film) Frame problem Demoscene Vector potential Computer animation Uniform resource name Identity management Wide area network
Multiplication sign Execution unit Visual system Demoscene Semantics (computer science) Mathematics Class diagram Cube Physical law Information Endliche Modelltheorie Lipschitz-Stetigkeit Physical system Metropolitan area network Temporal logic Structural load Moment (mathematics) Streaming media Statistics Element (mathematics) Demoscene Position operator Type theory Oval Uniform resource name Helmholtz decomposition Endliche Modelltheorie Energy level Whiteboard Data structure Cue sports Statistics Online help Temporal logic Streaming media Graph coloring Element (mathematics) Independent set (graph theory) Data structure Summierbarkeit Maß <Mathematik> Theory Coma Berenices Line (geometry) Avatar (2009 film) Film editing Computer animation Visualization (computer graphics) Video game
Cue sports NP-hard Multiplication sign Execution unit Streaming media Average Mereology Demoscene Semantics (computer science) Independent set (graph theory) Causality Information Data structure Metropolitan area network Point cloud Metropolitan area network Information Length Virtualization Multilateration Line (geometry) Cartesian coordinate system Statistics Demoscene Type theory Data management Word Film editing Hardy space Computer animation Endliche Modelltheorie Text editor Energy level Cycle (graph theory) Musical ensemble Boundary value problem
Metropolitan area network Group action Code Length Structural load Multiplication sign Group action Degree (graph theory) Category of being Arithmetic mean Computer animation Right angle Quicksort Data structure Category of being Point cloud
Suspension (chemistry) Area Cluster sampling Regulärer Ausdruck <Textverarbeitung> Multiplication sign Closed set Software developer Theory Group action Semantics (computer science) Field (computer science) Neuroinformatik Uniform boundedness principle Film editing Computer animation Universe (mathematics) File viewer Video game Data structure
Ferry Corsten Multiplication sign Direction (geometry) Streaming media Rule of inference Number Web 2.0 Programmer (hardware) Information Data structure Inductive reasoning Metropolitan area network Information Physical law Computer program Content (media) Theory Counting Streaming media Semantics (computer science) System call Sample (statistics) Computer animation Energy level Data structure
Classical physics Distribution (mathematics) Multiplication sign Workstation <Musikinstrument> Distance Event horizon Number Term (mathematics) Gastropod shell Bus (computing) Boundary value problem Process (computing) Data structure Endliche Modelltheorie Poisson process Distribution (mathematics) Direction (geometry) Temporal logic Theory Streaming media Motion capture Element (mathematics) Demoscene Distance Number Data management Explosion Event horizon Computer animation Series (mathematics) Endliche Modelltheorie Boundary value problem
Distribution (mathematics) Multiplication sign Maxima and minima Streaming media Parameter (computer programming) Wave packet Independence (probability theory) Data model Mathematics Read-only memory Semiconductor memory Boundary value problem Endliche Modelltheorie Maß <Mathematik> Distribution (mathematics) Temporal logic Moment (mathematics) Streaming media Parameter (computer programming) Thermal expansion Maxima and minima Exponential function Mathematics Type theory Computer animation Estimation Endliche Modelltheorie Musical ensemble Quicksort Boundary value problem Data structure Erlang distribution
Complex (psychology) Random number Distribution (mathematics) Length Multiplication sign 1 (number) Maxima and minima Parameter (computer programming) Average Disk read-and-write head Variable (mathematics) Independence (probability theory) Data model Summierbarkeit Distribution (mathematics) Temporal logic Cellular automaton Length Independence (probability theory) Parameter (computer programming) Streaming media Menu (computing) Population density Computer animation Exponential distribution Estimation Personal digital assistant Endliche Modelltheorie Summierbarkeit Boundary value problem Data structure Erlang distribution Probability density function
Random number Functional (mathematics) Context awareness Group action Logarithm Multiplication sign Computer-generated imagery 1 (number) Maxima and minima Parameter (computer programming) Event horizon Variable (mathematics) Neuroinformatik Independence (probability theory) Data model Different (Kate Ryan album) Single-precision floating-point format Energy level Process (computing) Data structure Summierbarkeit Poisson process Mobile Web Context awareness Zoom lens Distribution (mathematics) Matching (graph theory) Parameter (computer programming) Group action Demoscene Single-precision floating-point format Process (computing) Event horizon Computer animation Function (mathematics) Uniform resource name Network topology Video game Mathematical optimization Erlang distribution Data structure Resultant
Group action Functional (mathematics) Regulärer Ausdruck <Textverarbeitung> Logarithm Maxima and minima Parameter (computer programming) Theory Emulation Variable (mathematics) Number Wave packet Data model Frequency Derivation (linguistics) Graphical user interface Different (Kate Ryan album) Operator (mathematics) Nichtlineares Gleichungssystem Endliche Modelltheorie Erlang distribution Determinant Dependent and independent variables Distribution (mathematics) Matching (graph theory) Closed set Discrete group Physical law Theory Maxima and minima Demoscene Computer animation Estimation Coefficient of determination Order (biology) Software testing Text editor Quicksort Mathematical optimization Erlang distribution Force
Point (geometry) Frame problem Histogram Distribution (mathematics) Group action Distribution (mathematics) Online help Multiplication sign Structural load Online help Variable (mathematics) Data model Computer animation Exponential distribution Read-only memory Semiconductor memory Energy level Endliche Modelltheorie Erlang distribution
Standard deviation Pulse (signal processing) Group action Information management Distribution (mathematics) State of matter Multiplication sign Range (statistics) Execution unit Sheaf (mathematics) Parameter (computer programming) Likelihood-ratio test Likelihood function Variable (mathematics) Order (biology) Mathematics Oval Single-precision floating-point format Software framework Endliche Modelltheorie Moment (mathematics) Streaming media Statistics Demoscene Distance Hypothesis Arithmetic mean Process (computing) Mixture model Different (Kate Ryan album) Energy level Quicksort Identical particles Erlang distribution Point (geometry) Cue sports Frame problem Functional (mathematics) Statistics Connectivity (graph theory) Real number Letterpress printing Streaming media Distance Regular graph Rule of inference Wave packet Hypothesis Mixture model Regular graph Boundary value problem Software testing Analytic continuation Summierbarkeit Condition number Histogram Distribution (mathematics) Standard deviation Cellular automaton State of matter Theory Continuous function Frame problem Component-based software engineering Film editing Computer animation Personal digital assistant Boundary value problem
Frame problem State of matter Multiplication sign Connectivity (graph theory) Bit rate Likelihood-ratio test Distance Hypothesis Mathematics Boundary value problem Area Covering space Histogram Thresholding (image processing) Statistics Frame problem Hypothesis Distance Component-based software engineering Type theory Array data structure Positional notation Process (computing) Computer animation Estimation Software testing Boundary value problem Simulation
Point (geometry) Divisor State of matter Length Multiplication sign Letterpress printing Set (mathematics) Electronic mailing list Distance Mereology Equivalence relation Perspective (visual) Hand fan Power (physics) 2 (number) Database normalization Thomas Bayes Mathematics Bit rate Causality Dedekind cut Different (Kate Ryan album) Touch typing Gastropod shell Boundary value problem Hill differential equation Physical system Logical constant 6 (number) Measurement Frame problem Hypothesis Arithmetic mean Film editing Computer animation Order (biology) Quicksort Boundary value problem Wide area network
Point (geometry) Web page Ewe language Histogram Distribution (mathematics) Length Logarithm Online help Electronic mailing list Mereology Wave packet Causality Different (Kate Ryan album) Boundary value problem Condition number Information Expression Frame problem Hypothesis Sign (mathematics) Voting Process (computing) Computer animation Personal digital assistant Interpreter (computing) Whiteboard Boundary value problem Conditional probability
Point (geometry) Frame problem Group action Distribution (mathematics) Length Multiplication sign Patch (Unix) Decision theory Mereology Distance Population density Dedekind cut Different (Kate Ryan album) Boundary value problem Information Odds ratio Area Distribution (mathematics) Physical law Counting Mereology Distance Hypothesis Population density Positional notation Film editing Process (computing) Computer animation Posterior probability Game theory
Point (geometry) Functional (mathematics) Convex hull Distribution (mathematics) State of matter Logarithm Multiplication sign Parameter (computer programming) Thresholding (image processing) Hypothesis Power (physics) Neuroinformatik Population density Dedekind cut Different (Kate Ryan album) Distribution (mathematics) Structural load Point (geometry) Physical law Thresholding (image processing) Frame problem Hypothesis Population density Arithmetic mean Film editing Computer animation Estimation Website Video game Formal verification Right angle Freeware Erlang distribution
Point (geometry) Frame problem Distribution (mathematics) Multiplication sign Execution unit Streaming media Data model Frequency Goodness of fit Mathematics Different (Kate Ryan album) Touch typing Boundary value problem Physical system Distribution (mathematics) Logical constant Closed set Stress (mechanics) Line (geometry) Thresholding (image processing) Limit (category theory) Frame problem Population density Computer animation Function (mathematics) Order (biology) Website Energy level Freeware Erlang distribution Row (database)
Point (geometry) Distribution (mathematics) Distribution (mathematics) Length Line (geometry) Parameter (computer programming) Thresholding (image processing) Machine vision Frame problem Wave packet Data model Computer animation Spherical cap Different (Kate Ryan album) Coefficient of determination Object (grammar) Formal verification Software testing Endliche Modelltheorie Boundary value problem Erlang distribution Task (computing) Row (database)
Trail Group action Structural load Multiplication sign Demo (music) Streaming media Mereology Distance Special unitary group Thresholding (image processing) Sign (mathematics) Dedekind cut Meeting/Interview Different (Kate Ryan album) James Waddell Alexander II Metropolitan area network Histogram Distribution (mathematics) Stress (mechanics) Thresholding (image processing) Distance Computer animation Uniform resource name Computer cluster Speech synthesis Formal verification Software testing Game theory Musical ensemble Row (database) Wide area network
Point (geometry) Dynamical system Multiplication sign Streaming media Distance Total S.A. Number Neuroinformatik Mathematics Different (Kate Ryan album) Directed set Pairwise comparison Pairwise comparison Structural load Sampling (statistics) Stress (mechanics) Thresholding (image processing) Discounts and allowances Number Film editing Process (computing) Sample (statistics) Error message Computer animation Personal digital assistant Formal verification Erlang distribution
Cue sports Group action Twin prime Multiplication sign Execution unit Control flow Similarity (geometry) Streaming media Total S.A. Semantics (computer science) Number Information retrieval Protein folding Energy level Directed set Data structure Endliche Modelltheorie Pairwise comparison Abstraction Error message Newton's law of universal gravitation Area Stress (mechanics) Streaming media Basis <Mathematik> Total S.A. Perturbation theory Thresholding (image processing) Statistics Electronic signature Number Film editing Sample (statistics) Error message Computer animation Formal verification Endliche Modelltheorie Data structure
Computer animation Order (biology) Streaming media Temporal logic Streaming media Perspective (visual) Similarity (geometry)
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Duration at the time so we have kind of head of the independent random variables depending on the offer time and if we have are independent random variable exponentially distributed with the them And the sums is far longer than Just calculation of of the to worry about this too buisness such but as it looked like it are the ones that this is just you Momo that exponentially if you you are a higher values you will find that it is rather like that of salt distribution United has ahead of the long tail and depending on how high are the had which case
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Basically this is a possible prose during the week since exactly ones What exactly the opposite the discounted And if you At are to them basically the structure the context of the whole event And use only in on the subject For this is a typical Direct idea of what he could do and it would be covered by an early distribution and to be to take out Sri and this is very off and emotion the development of by some action and followed by the result of this and the Tree shops basically the 1st on the spot long Then comes 1 by the public for what the action and the fate of the result of it So different different numbers of different from the images of the distribution can be at tribute to different ways of movie and but he had before the and if you then take the car time like a function of single and Distributed variable European and you can build lock likely that functions basically just take you get on the potential pop out of it and if you choose the Optimo parameters are Slumdog also samples of independent identically to the the of the book
And depending on what you find the best matching parameters most like the parameters You can't at tribute the parameters to the scene before W could find That are as 2 matches the Distribution very well the assembled very well and you might find out that this is a shoppe that has a certain well top level and the new film on the life reuse some motion of you you can basically find the while the best ways of Estimating the most likely parameters by knowing the parameters you will know what kind of job that it can sell the basic the have not isation problem all the discrete variable and continues very well it is the the same as the original exponentially to bution and to the retells bodies rather more fell like between 1 and 10 and so what what we could do it but just to prove and to all the different hours from a computer or mobile Lamda and then we have the air of parameters Lamda maximises all of the Malaysian problem
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Occurred All 2nd problem remains sold the brewing distribution does have a memory but the underlying random variable Are still exponentially distribute so they don't have the same at every point in the throes of every point in the movie the shoppe will go on And we can change to a different distribution to solve also the so called distribution in this is generalisation of exponential distribution looks a little bit different and and what we have to do is kind of like we have time about the wanted to 11 divisional will be told that it can sell the of the idea found that we can use the activity with a 1 shot and again we can do that on a load of a features sell either is to be differences full
We can't have the nice statistical model although fully activity with the help of the 2 Bramblewood with the motion the victory 1st of the for what every week we just want to know how old probability is that the shoppe had more action or more And again and still Fiorini but we can use
The rule that all direct know about old usually used it which is kind of continuity and that so what what he would do do is kind of like and You don't do that If you don't change in This just no point in showing a certain picture account and showing the same pictures But Because people should noticed something happened Something is developed So we can all was assuming But if there is a shot than but something has changed So we can we can build based on child activity also model and the cystic model for determining the shoppe boundaries Where we segmenta video in regular Frank full of claims with in the shoppe And the sort boundaries which other framed between 2 show and and we will just wreckage state for that so I for regular state state 0 shot goes on And at some point and the boundaries changes 1 shot is over of new shot of the 2 would just the distinguish between 2 kinds of of of of Shop 1 as the Framework that much of the other range between 2 shoppe And what I can do now is kind of benefiting classified each frame as regular frame for the job of great And if we know which frames other shoppe boundaries the subject sections of the city by the sea So much Training that a full shot back to the activity Off peak for approximately 3 very well but if we use and of the 2 of them deviation think that we will worry can do if we can't use different this should distribution component in just the I'm OK If the activity in the south This time we are probably within a shock because nobody will and the shot with very high activity Not in the middle of the explosion on about in the middle But it will kind of like Take a dive and you will change which so you can use different from what would I do it again is you take the activity within chalk you It is the rim of the egg and you derive a Model sophistical model in this case that a mixture of the 2 and 3 0 in Distributed 1 unit Distributed model doesn't matter and all like that the mixture of the model is just for touring for exactly what that means for the moment though it that that the that activity is not even the distributed of all the shocked but usually at the beginning of the show that test electorate than it stops and stop the and and it and and and struck out the and so you need a mixture of different not a single 1 of them but that doesn't that doesn't mean and Excel basically with it to make so it as a single function doesn't mean anything what we are interested in basically the her and some if we see the activity between chopped transitions will find that it looks totally different So between chopped condition As aloft of distance and the activity press With within job He the Ritz acting for not back the best not much change A Case Want Not much change you within the shy quite not of change Between 2 This is where actors and black the last seen and that was among the worst something happened of some of the landscapes and that the cost running land of the between 2 scenes when when when scenes of changing it would love the to be teaching If you have 1 seemed that parallel to the sea change in the OECD or but it I usually states A pity All of the cell we can we can again use some statistics yourself the 5 2 frames
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And this basically means we can you Asian of the stakes To test the hypothesis time and basically just a way of doing it for so long through to get to Beijing set up
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If we take the ratio between them many of the pot but just even out the and we will basically and the expression and this expression and and I'm seems difficult but if you if you consider what it is it's a basically the length of the shops duration before the interval that current looking at And it's the difference between the motion victory at the current into a bowl and The higher the difference between the motion the 1st from all over The longer the interval before My into a with a no show the more Open Huge So what happens basically is get this part of the UK which is to be paid of conditional abilities for duty
Sell What is the correct the necessary different between Most letters of histogram given That that was a shock bombed And what is the same Different Given that we know of caustic and learn that from from training examples the and they will this this difference that I'm measured really sufficient well in a lot of pace and it was in a lot of cases of small based on the training and so once the said that the 2nd half but the 2nd part basically is the behaviour of the probability of a self help from the book is that it had burst When it did not occur before Wurz's how far will it That cut did not occur that it still belonged to the same job And teeth of stuff So also that can be an estimated from training collection because that is basically how long can the shoppe on Without the entire And of cause become less of a book with side of the interval The longer the interval The less well but it is still lunch These are the both part of the of the of the creation of the Red some and of cost have up to this 1 and that of point here Is that if the lovers movie about and the the board of the low over the sea Globalisation This part of the here is A bomb This part of that It 0 is nothing happened saying chalk below And this is the ability Different her but there is no of boundaries Again no shock boundaries and the whole thing Page 1 is there is a shoppe boundaries and The different but there is a shoppe boundaries and there is a shoppe boundaries off the And into vote where the worst of it is of a different part of the that Of the so I'm the intuitive interpretation that was trying to get across is that the left side this part of India uses the information about the the mould frame distant with in Seoul
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The different of the site Then there are the new powers If this time Is bigger than this But If the different It is big enough To justify the cut given what time left Rye The more time I let Less different by me To know there is a cab because becomes more of a book was laughing The shorter of the time I lapsed The more different there should be To detect pick up because the shops have certain And very public the very sure So these are the both players and the kind of and even out at some point and this is the spot where they epitomised but Yes So what happens basically is it by introduces the offer free or a probability and I'm very fication of the hypothesis doesn't depend on the state that the rest soap is going down over time
The longer my shoppe The last difference to any need to say this is a child The Law of the ruffled and all but 3 of the 4 for use in the difficult like can save book but but it does depend on the difference between frames ride But it does not depend at the same time in the movie On a fixed price of its not that has to be like we did with the wrestling of the Prince of early and there has to be some some notable different and then that shoppe but would we can say now is that the time shalt last already In true truancy Hull big Told needs to be It a shot of 30 shalt do if not not only you then we'd a high from of hide But the longer the shelf life Lower the for the lowest of this is the basic ideally where they die Nomade the changing 1st P That load with the times and the and the density by 1 of those below the her can be Berlingos to beauty Wibaux distribution we don't care about like a mean we can we can computer Just estimated the parameters of all of you distribution from you training collection don't care about that we just want the and the again So what happens basically is have the right and distribution of the you can and village you can transfer Ahmad into a specified function way said the threshold
Depending on the point in time where you are in Is basically given But this bunch of the But some did a good time distribution of wrestles is kind of like it stops high And the long of the shoppe last that this is the time lower the stress of And as to why as a period after some time that different So I'm going through the videos frame by frame And recording the differences between the fresh Kent And I'm not only recording the difference between a faint but I'm recording the different Between frame given the tie That's a shoppe last Some noting Truck bomb review And look at the the differences with rising time And at some point where they are located The 3 day of the three time limit Street free time units of cost since the last shows that would look up at the time limit you will face the Delta and that will find out how high my 1st will have to be To justify the shot from edge and the longer it takes on the order of the day And so on Lower But bristled It has to be a Derby Initially the 1st of highly unlikely
And kept are only accepted the frame different of the house and the stress of prop stuff dropping stop struck you and cut site said he was last change 1 of the problems is And that the system used in the post from close boys are positive So what happens is that they look like that in the light of day never crossing the road bought for this or ways of ability to stop go on And this is kind of like it it converges to appalled to value if it doesn't it doesn't cross the row at any point and that means that it has come Consolo before contacted of some point which they of this this year after take the positive about it Must be a soft touch that stop with a high wrestled again just Of cataphora mounted bomb For all the airline 1st so we can we can see that as time goes on to what has been achieved so the race his and there is a boundaries line press
So there is such a political but the converted to and but it just could be that we can detect something and the in the tale of the distribution a and Yet they are the notion as basically of the Bible distribution or the Allen distribution is based on the on the X Men should be at the mention of vision never across a CIA of its boys of Yes 4 But and that at some point there should be a cap otherwise the whole movie would be 1 child It which is extremely unlikely that since since that this convergence and that not like it does not become any more unlikely with with was but since a converges like the uproar ability that the shock of on stage is the same as that with something that we do not and that can be again the about by using not the and distribution which simple but of the more complicated by boat distributing That's just for the record the Soham this interestingly this has also been excrementally very finds so that this is the model and the cost of sales of the month
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