Convolution Courses and Certifications

NPTEL;  IIT Kanpur

Signals and Systems

This course is a study of signals and systems, covering topics: formal definition of 'signal' and 'system', continuous and discrete signals, continuous and discrete-time systems, Linear Time-Invariant (LTI) systems, representation of continuous and discr…

• YouTube
• 1 day 13 hours
• On-Demand
• Free Video

NPTEL;  IIT Bombay

Digital Signal Processing and Its Applications

Explore digital signal processing fundamentals, including sampling, Fourier transforms, discrete systems, filters, and various transform techniques. Gain practical skills in filter design and implementation.

• YouTube
• 1 day 6 hours
• On-Demand
• Free Video

Filtering in Computer Vision - Lecture 2

Learn about image filtering techniques, including noise reduction, edge detection, and smoothing. Explore applications in computer vision and gain hands-on experience with MATLAB functions for image processing.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

Subspace Capsule Network

Explore Subspace Capsule Networks: a novel approach to neural networks that preserves information, norms, and angles. Learn about its principles, applications, and advantages in image classification and generation.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Filtering in Computer Vision - Lecture 2

Learn about image filtering techniques, including noise reduction, derivatives, convolution, and Gaussian filters. Explore practical applications in computer vision using MATLAB.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Image Filtering, Convolution, and Edge Detection

Explore image processing techniques including filtering, convolution, and edge detection. Learn about derivatives, noise reduction, and various edge detection algorithms for computer vision applications.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Introduction to Convolutional Neural Networks - Part 1 - Lecture 6

Comprehensive introduction to Convolutional Neural Networks, covering history, architecture, key concepts, and applications in image processing and beyond.

• YouTube
• 58 minutes
• On-Demand
• Free Video

CAP5415 - Digital Image Processing: Filtering and Noise Reduction - Lecture 3

Explore image processing fundamentals, including digitization, histograms, noise types, and filtering techniques. Learn about derivatives, averages, and correlation in the context of digital image analysis.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

University of Pavia

Introduction to the Theory of Distributions and Applications

Explore distribution theory and its applications in signal processing and partial differential equations. Gain practical skills for electronic engineering and deepen mathematical understanding.

• iversity
• On-Demand
• Free Online Course

University of Electronic Science and Technology of China

Signals and Systems

Master fundamental concepts of signal processing, linear time-invariant systems, frequency analysis, and transforms through comprehensive theory and practical applications in electronic engineering.

• XuetangX
• On-Demand
• Free Online Course

Hebei University of Technology

Signal and Linear System

The signals and linear systems course team has good ethics, high academic attainment, and strong teaching ability.

• XuetangX
• On-Demand
• Free Online Course

IIT Kanpur;  NPTEL

Introduction to Fourier Analysis

Explore Fourier series, integrals, and their applications in differential equations, isoperimetric problems, and number theory. Gain a solid foundation in this fundamental mathematical concept.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

IIT Bombay;  NPTEL

Digital Signal Processing and its Applications

Comprehensive exploration of digital signal processing, covering discrete-time systems, transforms, filter design, and practical applications. Ideal for engineering students seeking advanced knowledge in signal analysis and manipulation.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Rensselaer Polytechnic Institute

Digital Signal Processing Lectures, Fall 2014

Comprehensive lectures on digital signal processing, covering signals, systems, transforms, filtering, and advanced topics. Ideal for engineering students seeking in-depth understanding of DSP concepts and applications.

• YouTube
• 1 day 6 hours
• On-Demand
• Free Video

Great Learning

Computer Vision Tutorial - Image Processing - Convolution Neural Network

This Computer Vision Tutorial will introduce you Computer Vision and take you deep into concepts and practical implementation of the subject.

• YouTube
• 3 hours 14 minutes
• On-Demand
• Free Video