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Moving Gradients A PathBased Method for Plausible Image Interpolation Dhruv Mahajan Columbia University FuChung Huang UC Berkeley Wojciech Matusik Adobe Systems Inc

Moving Gradients A PathBased Method for Plausible Image Interpolation Dhruv Mahajan Columbia University FuChung Huang UC Berkeley Wojciech Matusik Adobe Systems Inc

  • celsa-spraggs
  • 11 Slides

Ravi Ramamoorthi UC Berkeley Peter Belhumeur Colu...

Image Smoothing via Gradient Minimization Li Xu Cewu Lu Yi Xu Jiaya Jia Department of Computer Science and Engineering The Chinese University of Hong Kong Figure smoothing accomplished by global sma

Image Smoothing via Gradient Minimization Li Xu Cewu Lu Yi Xu Jiaya Jia Department of Computer Science and Engineering The Chinese University of Hong Kong Figure smoothing accomplished by global sma

  • phoebe-click
  • 12 Slides

Our method suppresses low amplitude details Mean ...

FORESIGHT Fall O T E W R E S E A C H Many companies use the HoltWinters HW method to produce shortterm demand fore casts when their sales data contain a trend and a seasonal pattern

FORESIGHT Fall O T E W R E S E A C H Many companies use the HoltWinters HW method to produce shortterm demand fore casts when their sales data contain a trend and a seasonal pattern

  • natalia-silvester
  • 4 Slides

Fi57374y years old this year the method is popula...

Module Signals in Natural Domain Lecture Basic Signals in Detail Objectives In this lecture you will learn the following We shall look at some of the basic signals namely

Module Signals in Natural Domain Lecture Basic Signals in Detail Objectives In this lecture you will learn the following We shall look at some of the basic signals namely

  • kittie-lecroy
  • 4 Slides

Unit impulse function Unit step function Their re...

A E Ruehii Inductance Calculations in a Complex Integrated Circuit Environment Abstract This paper describes a method for calculating multiloop inductances formed by complicated interconnection condu

A E Ruehii Inductance Calculations in a Complex Integrated Circuit Environment Abstract This paper describes a method for calculating multiloop inductances formed by complicated interconnection condu

  • faustina-dinatale
  • 12 Slides

E Ruehii Inductance Calculations in a Complex Int...

Free Interactor Matrix Method For Control Performance Assessment of Multi Variate Systems International Journal of Instrumentation Control and Automation IJICA ISSN Vol Iss FREE INTERACTOR MATR

Free Interactor Matrix Method For Control Performance Assessment of Multi Variate Systems International Journal of Instrumentation Control and Automation IJICA ISSN Vol Iss FREE INTERACTOR MATR

  • tawny-fly
  • 6 Slides

K MAGHADE G M MALWATKAR 12 ept of Instrumentatio...

LECTURE Topics for Today Main memory Scribe for today Main Memory DRAM versus SRAM DRAM is cheaper but slower Reducing the number of pins At the cost of some performance Address RAS CAS Perform

LECTURE Topics for Today Main memory Scribe for today Main Memory DRAM versus SRAM DRAM is cheaper but slower Reducing the number of pins At the cost of some performance Address RAS CAS Perform

  • briana-ranney
  • 14 Slides

Caching Compiler Choices int x32512 forj 0 j 51...

Interpretation Trees CS Lecture April Bruce A

Interpretation Trees CS Lecture April Bruce A

  • tawny-fly
  • 3 Slides

Draper Variations on Object Recognition Problem 1...

Module Signals in Natural Domain Lecture Linear Shift Invariant Systems Objectives In this lecture you will learn the following Linear ShiftInvariant systems and their importance The discrete tim

Module Signals in Natural Domain Lecture Linear Shift Invariant Systems Objectives In this lecture you will learn the following Linear ShiftInvariant systems and their importance The discrete tim

  • faustina-dinatale
  • 6 Slides

They are also referred to as Linear TimeInvariant...

THE BEGINNING of the MONTE CARLO METHOD by N

THE BEGINNING of the MONTE CARLO METHOD by N

  • luanne-stotts
  • 6 Slides

Metropolis he year was 1945 Two earth shaking eve...

The Jacobian Newtons method requires rst derivatives

The Jacobian Newtons method requires rst derivatives

  • natalia-silvester
  • 5 Slides

5 The Jacobian Newtons method requires 64257rst de...

EE Autumn Stephen Boyd Lecture Jordan canonical form Jordan canonical form generalized modes CayleyHamilton theorem Jordan canonical form what if cannot be diagonalized any matrix can be put in J

EE Autumn Stephen Boyd Lecture Jordan canonical form Jordan canonical form generalized modes CayleyHamilton theorem Jordan canonical form what if cannot be diagonalized any matrix can be put in J

  • karlyn-bohler
  • 16 Slides

e AT where is called a Jordan block of size with e...

MA Formal Languages and Automata Theory Topic Properties of Contextfree Languages Lecture Number Date October Greibach Normal Form GNF A CFG V T R S is said to be in GNF if every production is

MA Formal Languages and Automata Theory Topic Properties of Contextfree Languages Lecture Number Date October Greibach Normal Form GNF A CFG V T R S is said to be in GNF if every production is

  • briana-ranney
  • 3 Slides

e is a string of zero or more variables De64257nit...

SEEM Advanced Models in Financial Engineering Professor Nan Chen Nov Lecture Jump Diusion Models Part I Review of Poisson Processes

SEEM Advanced Models in Financial Engineering Professor Nan Chen Nov Lecture Jump Diusion Models Part I Review of Poisson Processes

  • alexa-scheidler
  • 5 Slides

1 Poisson Process is an exponential random variabl...

NPTEL Mechanical Engineering Modeling and Control of Dynamic electroMechanical System Module Lecture LeadLag Compensator and Notch Filter Bi h kh Bh tt h r

NPTEL Mechanical Engineering Modeling and Control of Dynamic electroMechanical System Module Lecture LeadLag Compensator and Notch Filter Bi h kh Bh tt h r

  • jane-oiler
  • 11 Slides

Bi kh Bh tt ac arya Professor Department of Mecha...

Spreader Bar Preferred Lift Method Lift Eye Motor Maximum or dust at Ref

Spreader Bar Preferred Lift Method Lift Eye Motor Maximum or dust at Ref

  • pamella-moone
  • 16 Slides

Part Description 1 Frame 2 Stator 3 Rotor 4 Back ...

The Behavior of Algorithms in Practice Lecture Lecturer Dan Spielman Scribe Arvind Sankar Largest singular value In order to bound the condition number we need an upper bound on the largest singul

The Behavior of Algorithms in Practice Lecture Lecturer Dan Spielman Scribe Arvind Sankar Largest singular value In order to bound the condition number we need an upper bound on the largest singul

  • luanne-stotts
  • 5 Slides

409 The Behavior of Algorithms in Practice 2142 Le...

Lattices in Cryptography Georgia Tech Fall Lecture Mathematical Background Instructor Chris Peikert Scribe Sara Krehbiel A Brief History of Lattices in Cryptography Lattices have been used in math

Lattices in Cryptography Georgia Tech Fall Lecture Mathematical Background Instructor Chris Peikert Scribe Sara Krehbiel A Brief History of Lattices in Cryptography Lattices have been used in math

  • luanne-stotts
  • 5 Slides

However computational aspects of lattices were no...

EE Autumn Stephen Boyd Lecture Leastsquares leastsquares approximate solution of overdetermined equati ons projection and orthogonality principle leastsquares estimation BLUE property Overdetermi

EE Autumn Stephen Boyd Lecture Leastsquares leastsquares approximate solution of overdetermined equati ons projection and orthogonality principle leastsquares estimation BLUE property Overdetermi

  • kittie-lecroy
  • 23 Slides

e m n called overdetermined set of linear equatio...

Module Preventive Emergency and Restorative Control Lecture Introduction Objectives In this lecture you will learn the following Nature of Control Actions in a Power System Brief recap on operati

Module Preventive Emergency and Restorative Control Lecture Introduction Objectives In this lecture you will learn the following Nature of Control Actions in a Power System Brief recap on operati

  • karlyn-bohler
  • 4 Slides

Frequency voltage and power flow control 2 Real a...

Module Integrated Optics II Lecture Integrated Optics II Objectives In this lecture you will learn the following Directional Coupler Passive Devices Equal Power Divider Active Devices Optical Cros

Module Integrated Optics II Lecture Integrated Optics II Objectives In this lecture you will learn the following Directional Coupler Passive Devices Equal Power Divider Active Devices Optical Cros

  • mitsue-stanley
  • 11 Slides

Here we first develop the basic understanding of ...

Module Integrated Optics I Lecture Integrated Optics I Objectives In this lecture you will learn the following Introduction ElectroOptic Effect Optical Phase Modulator Optical Amplitude Modulator

Module Integrated Optics I Lecture Integrated Optics I Objectives In this lecture you will learn the following Introduction ElectroOptic Effect Optical Phase Modulator Optical Amplitude Modulator

  • alexa-scheidler
  • 10 Slides

They can various functions like phase amplitude a...

Lecture During this lecture you will learn about The Least Mean Squares algorithm LMS Convergence analysis of the LMS Equalizer Kanalutj amnare Adaptive Signal Processing Lecture Background The me

Lecture During this lecture you will learn about The Least Mean Squares algorithm LMS Convergence analysis of the LMS Equalizer Kanalutj amnare Adaptive Signal Processing Lecture Background The me

  • test
  • 6 Slides

The problem is that this information is oftenly u...

ME UC Berkeley Spring Xu Chen Lecture Linear Quadratic Gaussian LQG Control Big picture LQ when there is Gaussian noise LQG Steadystate LQG Big picture in deterministic control design state feedba

ME UC Berkeley Spring Xu Chen Lecture Linear Quadratic Gaussian LQG Control Big picture LQ when there is Gaussian noise LQG Steadystate LQG Big picture in deterministic control design state feedba

  • alida-meadow
  • 14 Slides

Sx Qx Ru with 0 0 Lecture 6 Linear Quadratic...

PolePlacement Method Pole placement method is one of the classi c control theories and has an advantage in system control for desired performance

PolePlacement Method Pole placement method is one of the classi c control theories and has an advantage in system control for desired performance

  • conchita-marotz
  • 8 Slides

Theoretically pole placement is to set the desire...

EE Winter Lecture Basic Lyapunov theory stability positive denite functions global Lyapunov stability theorems Lasalles theorem converse Lyapunov theorems nding Lyapunov functions Some stability

EE Winter Lecture Basic Lyapunov theory stability positive denite functions global Lyapunov stability theorems Lasalles theorem converse Lyapunov theorems nding Lyapunov functions Some stability

  • cheryl-pisano
  • 25 Slides

AS if for every trajectory we have as implies is ...

FullWave Analysis of Azimuthally Magnetized FerriteLoaded Circular Structures Using the OneDimensional Finite Difference Frequency Domain Method Mohammad R

FullWave Analysis of Azimuthally Magnetized FerriteLoaded Circular Structures Using the OneDimensional Finite Difference Frequency Domain Method Mohammad R

  • faustina-dinatale
  • 8 Slides

Rawashdeh Nihad Dib Electrical Engineering Depart...

Introduction to Engineer ing Seismology Lecture Dr

Introduction to Engineer ing Seismology Lecture Dr

  • cheryl-pisano
  • 25 Slides

P Anbazhagan of Lecture Concept of Seismic magni...

Decision Analysis Lecture Notes by Kira Radinsky Examples of decision problems a

Decision Analysis Lecture Notes by Kira Radinsky Examples of decision problems a

  • conchita-marotz
  • 5 Slides

Problem Statement i Give n possible shares to inv...

Maximum Margin Clustering Linli Xu y James Neufeld Bryce Larson Dale Schuurmans University of Waterloo University of Alberta Abstract We propose a new method for clustering based on nding maximum mar

Maximum Margin Clustering Linli Xu y James Neufeld Bryce Larson Dale Schuurmans University of Waterloo University of Alberta Abstract We propose a new method for clustering based on nding maximum mar

  • min-jolicoeur
  • 8 Slides

By reformulating the problem in terms of the impl...

Lecture Selection deterministic randomized nding the median in linear time

Lecture Selection deterministic randomized nding the median in linear time

  • trish-goza
  • 4 Slides

1 Overview Given an unsorted array how quickly can...

CS Lecture Conditional Probabilities and the Memoryless Property Daniel Myers Joint Probabilities For two events and the joint probability written EF is the the probability that both events occu

CS Lecture Conditional Probabilities and the Memoryless Property Daniel Myers Joint Probabilities For two events and the joint probability written EF is the the probability that both events occu

  • celsa-spraggs
  • 4 Slides

For example let be the probability that a die rol...

Systems I Computer Organization and Architecture Lecture Microprogrammed Control Microprogramming The control unit is responsible for initiating the sequence of microoperations that comprise instruc

Systems I Computer Organization and Architecture Lecture Microprogrammed Control Microprogramming The control unit is responsible for initiating the sequence of microoperations that comprise instruc

  • phoebe-click
  • 16 Slides

When these control signals are generated by hardw...

Lecture ELEA Multivibrators A multivibrator is used to implement simple twostate systems such as oscillators timers and flipflops

Lecture ELEA Multivibrators A multivibrator is used to implement simple twostate systems such as oscillators timers and flipflops

  • karlyn-bohler
  • 15 Slides

Three types Astable neither state is stable Appl...

Module Transmission Lines Lecture Transmission Lines in Practice Objectives In this course you will learn the following What is a Transmission Line Various types of two conductor transmission lin

Module Transmission Lines Lecture Transmission Lines in Practice Objectives In this course you will learn the following What is a Transmission Line Various types of two conductor transmission lin

  • sherrill-nordquist
  • 8 Slides

Balanced and unbalanced transmission line Transit...

Lecture Discontinuous controllers Step control two position or multiposition controller work with several objects nite set of output states u

Lecture Discontinuous controllers Step control two position or multiposition controller work with several objects nite set of output states u

  • conchita-marotz
  • 11 Slides

u simple Control law is strongly nonlinear If the...

Lecture Overview Multiple processors Multiprocessors UMA versus NUMA Hardware configurations OS configurations Process scheduling Multicomputers Interconnection configurations Network interface Userl

Lecture Overview Multiple processors Multiprocessors UMA versus NUMA Hardware configurations OS configurations Process scheduling Multicomputers Interconnection configurations Network interface Userl

  • alida-meadow
  • 20 Slides

e a circuit Pumps packet bits nonstop to destinati...

Lecture Multiprocessors Topics multiprocessor intro and taxonomy symmetric sharedmemory multiprocessors Sections

Lecture Multiprocessors Topics multiprocessor intro and taxonomy symmetric sharedmemory multiprocessors Sections

  • calandra-battersby
  • 16 Slides

142 brPage 2br Taxonomy SISD single instruction an...

EE Fall Lecture Saturated MOSFET SmallSignal Model Concept find an equivalent circuit which interrelates the incremental changes in GS DS etc

EE Fall Lecture Saturated MOSFET SmallSignal Model Concept find an equivalent circuit which interrelates the incremental changes in GS DS etc

  • ellena-manuel
  • 6 Slides

for the MOSFET in saturation GS GS gs we wa...

Neural Fitted Q Iteration First Experiences with a Data Ecient Neural Reinforcement Learning Method Martin Riedmiller Neuroinformatics Group University of Onsabr uck Osnabr uck Abstract

Neural Fitted Q Iteration First Experiences with a Data Ecient Neural Reinforcement Learning Method Martin Riedmiller Neuroinformatics Group University of Onsabr uck Osnabr uck Abstract

  • lois-ondreau
  • 12 Slides

This paper introduces NFQ an algorithm for e64259...

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