Gorthi Subrahmanyam

@UCpQL3jYk-tWdPrCGIbFzoRg - 1.8K subscribers

I am Dr. Subrahmanyam Gorthi, faculty in the Department of Electrical Engineering, Indian Institute of Technology (IIT) - Tirupati, India. You may refer to my website: subrahmanyamgorthi.weebly.com/ for more details. I hope you will find some useful content on this channel!

Home Videos Live Playlists

Overview of My Academic and Research Activities

Overview of My Academic and Research Activities Gorthi Subrahmanyam

585 views - 1 year ago

MLIP L37 Principal Component Analysis (PCA)

MLIP L37 Principal Component Analysis (PCA) Gorthi Subrahmanyam

544 views - 3 years ago

MLIP L36 SVM for Nonlinear Classification and Linear Regression

MLIP L36 SVM for Nonlinear Classification and Linear Regression Gorthi Subrahmanyam

274 views - 3 years ago

MLIP L35 SVM for Linear Nonseparable and Nonlinear Classification

MLIP L35 SVM for Linear Nonseparable and Nonlinear Classification Gorthi Subrahmanyam

281 views - 3 years ago

MLIP L34 SVM for Linear Separable Classification

MLIP L34 SVM for Linear Separable Classification Gorthi Subrahmanyam

391 views - 3 years ago

MLIP L33 Introduction to Support Vector Machines (SVM)

MLIP L33 Introduction to Support Vector Machines (SVM) Gorthi Subrahmanyam

410 views - 3 years ago

MLIP L32 General Guidelines about Implementation of Neural Networks

MLIP L32 General Guidelines about Implementation of Neural Networks Gorthi Subrahmanyam

121 views - 3 years ago

MLIP L31 - Backpropagation Part-2

MLIP L31 - Backpropagation Part-2 Gorthi Subrahmanyam

126 views - 3 years ago

MLIP L30 - Backpropagation Part-1

MLIP L30 - Backpropagation Part-1 Gorthi Subrahmanyam

182 views - 3 years ago

MLIP L29 - Nonlinear Classifier Part-2

MLIP L29 - Nonlinear Classifier Part-2 Gorthi Subrahmanyam

146 views - 3 years ago

MLIP L28 - Nonlinear Classifier Part-1

MLIP L28 - Nonlinear Classifier Part-1 Gorthi Subrahmanyam

230 views - 3 years ago

MLIP L27 - Linear Classifier Part-2

MLIP L27 - Linear Classifier Part-2 Gorthi Subrahmanyam

274 views - 3 years ago

MLIP L26 - Linear Classifier Part-1

MLIP L26 - Linear Classifier Part-1 Gorthi Subrahmanyam

384 views - 3 years ago

MLIP L25 - Bayesian Classification Part-13 (Maximum a Posteriori Probability (MAP) Estimation)

MLIP L25 - Bayesian Classification Part-13 (Maximum a Posteriori Probability (MAP) Estimation) Gorthi Subrahmanyam

802 views - 3 years ago

MLIP L24 - Bayesian Classification Part-12 (Maximum Likelihood Parameter Estimation Part-2)

MLIP L24 - Bayesian Classification Part-12 (Maximum Likelihood Parameter Estimation Part-2) Gorthi Subrahmanyam

282 views - 3 years ago

MLIP L23 - Discussion of the Midterm Exam Paper

MLIP L23 - Discussion of the Midterm Exam Paper Gorthi Subrahmanyam

232 views - 3 years ago

MLIP L22 - Bayesian Classification Part-11 (Recap, Maximum Likelihood (ML) Parameter Estimation)

MLIP L22 - Bayesian Classification Part-11 (Recap, Maximum Likelihood (ML) Parameter Estimation) Gorthi Subrahmanyam

368 views - 3 years ago

L06 - Image Processing Lab - Bayesian Classifier Basics

L06 - Image Processing Lab - Bayesian Classifier Basics Gorthi Subrahmanyam

567 views - 3 years ago

MLIP L21 - Bayesian Classification Part-10 (Decision planes, Minimum Distance Classifier, Examples)

MLIP L21 - Bayesian Classification Part-10 (Decision planes, Minimum Distance Classifier, Examples) Gorthi Subrahmanyam

757 views - 3 years ago

MLIP L18 - Bayesian Classification Part-7 (Normally Distributed Classes, 2D Discriminant Functions)

MLIP L18 - Bayesian Classification Part-7 (Normally Distributed Classes, 2D Discriminant Functions) Gorthi Subrahmanyam

708 views - 3 years ago

MLIP L20 - Bayesian Classification Part-9 (Decision Hyper Planes for Different Covariance Matrices)

MLIP L20 - Bayesian Classification Part-9 (Decision Hyper Planes for Different Covariance Matrices) Gorthi Subrahmanyam

384 views - 3 years ago

MLIP L19 - Bayesian Classification Part-8 (Illustration of Discriminant Functions & Decision Planes)

MLIP L19 - Bayesian Classification Part-8 (Illustration of Discriminant Functions & Decision Planes) Gorthi Subrahmanyam

455 views - 3 years ago

MLIP L17 - Bayesian Classification Part-6 (Multivariate Gaussian Distribution, Isocurves, Examples)

MLIP L17 - Bayesian Classification Part-6 (Multivariate Gaussian Distribution, Isocurves, Examples) Gorthi Subrahmanyam

819 views - 3 years ago

MLIP L16 - Bayesian Classification Part-5 (Decision Surfaces, Discriminant Functions, 1D Gaussian)

MLIP L16 - Bayesian Classification Part-5 (Decision Surfaces, Discriminant Functions, 1D Gaussian) Gorthi Subrahmanyam

804 views - 3 years ago

MLIP L15 - Bayesian Classification Part-4 (Min. Average Risk, Likelihood Ratio-based Decision Rule)

MLIP L15 - Bayesian Classification Part-4 (Min. Average Risk, Likelihood Ratio-based Decision Rule) Gorthi Subrahmanyam

714 views - 3 years ago

L05 - Image Processing Lab - Canny Edge Detector

L05 - Image Processing Lab - Canny Edge Detector Gorthi Subrahmanyam

1.2K views - 3 years ago

MLIP L14 - Bayesian Classification Part-3 (Decision Error, Average Risk, Generalizing to M Classes)

MLIP L14 - Bayesian Classification Part-3 (Decision Error, Average Risk, Generalizing to M Classes) Gorthi Subrahmanyam

1.1K views - 3 years ago

MLIP L13 - Bayesian Classification Part-2 (Bayes Theorem, A posteriori Probability, Likelihood)

MLIP L13 - Bayesian Classification Part-2 (Bayes Theorem, A posteriori Probability, Likelihood) Gorthi Subrahmanyam

491 views - 3 years ago

MLIP L12 - Bayesian Classification Part-1 (Overview of Machine Learning, Classifier, Feature Vector)

MLIP L12 - Bayesian Classification Part-1 (Overview of Machine Learning, Classifier, Feature Vector) Gorthi Subrahmanyam

602 views - 4 years ago

MLIP L11 - Image Processing: Part-9 (Kernels for Gradients, Edge Detection, Derivatives, Sharpening)

MLIP L11 - Image Processing: Part-9 (Kernels for Gradients, Edge Detection, Derivatives, Sharpening) Gorthi Subrahmanyam

1.4K views - 4 years ago

L04 - Image Processing Lab

L04 - Image Processing Lab Gorthi Subrahmanyam

186 views - 4 years ago

MLIP L10 - Image Processing: Part-8 (Dealing with Boundaries, Image Padding, Gradient Computation)

MLIP L10 - Image Processing: Part-8 (Dealing with Boundaries, Image Padding, Gradient Computation) Gorthi Subrahmanyam

417 views - 4 years ago

MLIP L09 - Image Processing: Part-7 (Convolution, Correlation, Gaussian Filter, Statistical Filters)

MLIP L09 - Image Processing: Part-7 (Convolution, Correlation, Gaussian Filter, Statistical Filters) Gorthi Subrahmanyam

609 views - 4 years ago

MLIP L08 - Image Processing: Part-6 (Variants of Histogram Equalization, Correlation, Convolution)

MLIP L08 - Image Processing: Part-6 (Variants of Histogram Equalization, Correlation, Convolution) Gorthi Subrahmanyam

799 views - 4 years ago

L03 - Image Processing Lab

L03 - Image Processing Lab Gorthi Subrahmanyam

259 views - 4 years ago

MLIP L07 - Image Processing: Part-5 (Histogram Equalization Continuation, Histogram Specification)

MLIP L07 - Image Processing: Part-5 (Histogram Equalization Continuation, Histogram Specification) Gorthi Subrahmanyam

806 views - 4 years ago

MLIP L06 - Image Processing: Part-4 (Contrast Stretching and Histogram Equalization)

MLIP L06 - Image Processing: Part-4 (Contrast Stretching and Histogram Equalization) Gorthi Subrahmanyam

1.3K views - 4 years ago

MLIP L05 - Image Processing: Part-3 (Intensity Transform, Power-law, Piecewise Linear Transform)

MLIP L05 - Image Processing: Part-3 (Intensity Transform, Power-law, Piecewise Linear Transform) Gorthi Subrahmanyam

1.8K views - 4 years ago

L02 - Image Processing Lab

L02 - Image Processing Lab Gorthi Subrahmanyam

314 views - 4 years ago

MLIP L04 - Image Processing : Part-2 (Sampling, Quantization, Image processing vs Computer Vision)

MLIP L04 - Image Processing : Part-2 (Sampling, Quantization, Image processing vs Computer Vision) Gorthi Subrahmanyam

770 views - 4 years ago

MLIP L03 - Image Processing Part-1 (Introduction to ML, Image Acquisition, Sampling, Quantization)

MLIP L03 - Image Processing Part-1 (Introduction to ML, Image Acquisition, Sampling, Quantization) Gorthi Subrahmanyam

1.4K views - 4 years ago

L01 - Image Processing Lab

L01 - Image Processing Lab Gorthi Subrahmanyam

893 views - 4 years ago

MLIP L02 - Is the Buzz Around Machine Learning Just a Hype?

MLIP L02 - Is the Buzz Around Machine Learning Just a Hype? Gorthi Subrahmanyam

1.4K views - 4 years ago

MLIP L01 - Machine Learning for Image Processing - Course Description

MLIP L01 - Machine Learning for Image Processing - Course Description Gorthi Subrahmanyam

5.6K views - 4 years ago

L34 - Perspective Projection (Part-2 of 2)

L34 - Perspective Projection (Part-2 of 2) Gorthi Subrahmanyam

211 views - 4 years ago

L33 - Perspective Projection (Part-1 of 2)

L33 - Perspective Projection (Part-1 of 2) Gorthi Subrahmanyam

258 views - 4 years ago

L31 - Cameras Images (Part-1 of 2)

L31 - Cameras Images (Part-1 of 2) Gorthi Subrahmanyam

355 views - 4 years ago

L32 - Cameras Images (Part-2 of 2)

L32 - Cameras Images (Part-2 of 2) Gorthi Subrahmanyam

172 views - 4 years ago

L30 - Optical Flow (Part-2 of 2)

L30 - Optical Flow (Part-2 of 2) Gorthi Subrahmanyam

1.1K views - 4 years ago

L29 - Optical Flow (Part-1 of 2)

L29 - Optical Flow (Part-1 of 2) Gorthi Subrahmanyam

1.8K views - 4 years ago

L28 - Introduction Motion estimation

L28 - Introduction Motion estimation Gorthi Subrahmanyam

7.6K views - 4 years ago

L27 - Parameters estimation (Part-2 of 2)

L27 - Parameters estimation (Part-2 of 2) Gorthi Subrahmanyam

162 views - 4 years ago

L26 - Parameters estimation (Part-1 of 2)

L26 - Parameters estimation (Part-1 of 2) Gorthi Subrahmanyam

253 views - 4 years ago

L25 - Image Transforms - (Part-2 of 2)

L25 - Image Transforms - (Part-2 of 2) Gorthi Subrahmanyam

231 views - 4 years ago

L21 - Scale Invariant Feature Transform (SIFT) - (Part-2 of 4)

L21 - Scale Invariant Feature Transform (SIFT) - (Part-2 of 4) Gorthi Subrahmanyam

507 views - 4 years ago

L24 - Image Transforms - (Part-1 of 2)

L24 - Image Transforms - (Part-1 of 2) Gorthi Subrahmanyam

302 views - 4 years ago

L23 - Scale Invariant Feature Transform (SIFT) - (Part-4 of 4)

L23 - Scale Invariant Feature Transform (SIFT) - (Part-4 of 4) Gorthi Subrahmanyam

308 views - 4 years ago

L22 - Scale Invariant Feature Transform (SIFT) - (Part-3 of 4)

L22 - Scale Invariant Feature Transform (SIFT) - (Part-3 of 4) Gorthi Subrahmanyam

378 views - 4 years ago

L20 - Scale Invariant Feature Transform (SIFT) - (Part-1 of 4)

L20 - Scale Invariant Feature Transform (SIFT) - (Part-1 of 4) Gorthi Subrahmanyam

1.1K views - 4 years ago

L19 - Scale Invariant Harris Corner Detector

L19 - Scale Invariant Harris Corner Detector Gorthi Subrahmanyam

927 views - 4 years ago