Motion Estimation Using Convolutional Neural Networks | Research - Edubirdie

University:
Boston University
Course:
CAS PY 521 | Electromagnetic Theory I
Academic year:

2024
Views:

479

Pages:

4
Author:

vratitiea8k

MOTION ESTIMATION USING CONVOLUTIONAL NEURAL NETWORKS List of Tables 1 Comparison of EPE results using my network with those form the original paper [1]. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8 Diagram Shortcuts Since convolutional neural networks include too many repetitions, I used some shortcuts for the common operations. Figures 1 - 4 shows the shortcuts. Figure 1: Convolution + ReLU Figure 2: Convolution + ReLU + Pooling Figure 3: Deconvolution. Note that all deconvolution layers use 2 × 2 interpolation and 3 × 3 kernel in convolution. Figure 4: Optical Flow Prediction. Figure 5: Concatenation

Related Documents

Motion Estimation Using Convolutional Neural Networks

Motion Estimation Using Convolutional Neural Networks - Page 1

Motion Estimation Using Convolutional Neural Networks - Page 2

Motion Estimation Using Convolutional Neural Networks - Page 3

Motion Estimation Using Convolutional Neural Networks - Page 4

of 4

Recommended Documents

Basic NMR Concepts - A Guide for the Modern Laboratory Chapter 2

Basic NMR Concepts - A Guide for the Modern Laboratory Chapter 2

Boston University CAS PY 521 | Electromagnetic Theory I

Lecture Note

Motion Estimation Using Convolutional Neural Networks Research

Motion Estimation Using Convolutional Neural Networks Research

Boston University CAS PY 521 | Electromagnetic Theory I

Research

Physics Challenge Question 8 Solutions

Physics Challenge Question 8 Solutions

Boston University CAS PY 521 | Electromagnetic Theory I

Answer Key

X-ray, Optical, and Radio Monitoring of Gamma-Ray Blazars

X-ray, Optical, and Radio Monitoring of Gamma-Ray Blazars

Boston University CAS PY 521 | Electromagnetic Theory I

Research

Multichannel Vibrotactile Display for Sensory Substitution During Teleoperation

Multichannel Vibrotactile Display for Sensory Substitution During Teleoperation

Boston University CAS PY 521 | Electromagnetic Theory I

Research

Units of Free Energy and Electrochemical Cell

Units of Free Energy and Electrochemical Cell

Boston University CAS PY 521 | Electromagnetic Theory I

Lecture Note

Security-Constrained MIP Formulation of Topology Control Using Loss-Adjusted Shift Factors

Security-Constrained MIP Formulation of Topology Control Using Loss-Adjusted Shift Factors

Boston University CAS PY 521 | Electromagnetic Theory I

Research

UV Light Lethal Effects

UV Light Lethal Effects

Boston University CAS PY 521 | Electromagnetic Theory I

Lecture Note

Hemispherical Lens Based Imaging Receiver for MIMO Optical Wireless Communications

Hemispherical Lens Based Imaging Receiver for MIMO Optical Wireless Communications

Boston University CAS PY 521 | Electromagnetic Theory I

Lecture Note

Measuring the Effects of a Record and Repley Tool

Measuring the Effects of a Record and Repley Tool

Boston University CAS PY 521 | Electromagnetic Theory I

Lab

Special Theory of Relativity Lecture

Special Theory of Relativity Lecture

Boston University CAS PY 521 | Electromagnetic Theory I

Lecture Note

Connection Between VHE Events and Parsec-scale Jet Behavior in the TeV Quasar 1222+216

Connection Between VHE Events and Parsec-scale Jet Behavior in the TeV Quasar 1222+216

Boston University CAS PY 521 | Electromagnetic Theory I

Research