Create panorama image using invariant features from given set of overlapping images.

A demo that implement image registration by matching SIFT descriptors and appling RANSAC and affine transformation.

Interactive code for image similarity using SIFT algorithm

Images and Videos, Real-time Facial Expession Recognition Application with Combine CNN , deep learning features extraction incorporate SIFT, FAST feature .

3D scene reconstruction and camera pose estimation given images from different views (Structure from Motion)

Image key points Extraction, Description, Feature Matching

Visual Odometry

Stitch images into a panorama using SIFT and RANSAC algorithms

Create a panorama stitching image based on multiple images.

Build a classifier to classify transport using sift and svm

Python image classify based on SVM

Reconstructing the 3-D positions of a set of matching points in the images and inferring the camera extrinsic parameters in OpenCV

Local Feature Matching

When given different views of an object as input, it can tell us if that specific object is present in a larger picture or not.

Python code to perform keyword spotting using SIFT features

stereo vision: estimate 3D vision depending on information extracted from 2D-images. 1)Feature extract, using SIFT algorithm. 2)Matching, using KNN algorithm. 3)Compute "Fundamental Matrix", using RANSAC algorithm. 4)Reconstruction. 5)Triangulation. 6)Pose disambiguation. 7)Rectification. 8)Disparity Computing.

🔁Graphical models, Recurrent Neural Networks and SIFT algorithm for image processing, signal analysis and timeseries forecasting (MD Course: Intelligent Systems for Pattern Recognition)

Implementation of content based recommendation system using transformed data from Social Media Challenge. Similarity based and Machine Learning approaches implemented. Employed image features like: HOG histogram, HSV histogram and even SIFT descriptors.

👀 Image matching using intensity-based and feature-based template matching (SIFT) algorithms.

BoW model in image classification