sift-descriptors

There are 70 repositories under sift-descriptors topic.

  • Projet_extractionInformation_2024

    Language:Python1
  • SIFTImageSimilarity

    SIFTImageSimilarity

    Interactive code for image similarity using SIFT algorithm

    Language:Python176

  • ezSIFT

    ezSIFT: An easy-to-use standalone SIFT library written in C/C++

    Language:C++94

  • Facial_Expression_Recognition_FER2013

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

    Language:Python34

  • feature-matching-opencv-python

    Image key points Extraction, Description, Feature Matching

    Language:Python20

  • SfM

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

    Language:Python19

  • visual_odometry

    Visual Odometry

    Language:Python16

  • lip-vireo

    The C++ project for traditional image keypoint detectors and descriptors

    Language:C++13

  • Classification-SIFT-SVM

    Build a classifier to classify transport using sift and svm

    Language:Python10

  • ransac-panorama-stitch

    Stitch images into a panorama using SIFT and RANSAC algorithms

    Language:Python9

  • Panorama-Stitching

    Create a panorama stitching image based on multiple images.

    Language:Python9

  • Image-Stitching-using-SIFT-and-ORB-feature-descriptors

    This contains implementation of image stitching of three images to form a panorama using SIFT and ORB feature descriptors

    Language:C++9

  • assignment2-image-processing

    Local Feature Matching

    Language:Python7

  • structure-from-motion

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

    Language:Python7

  • Digital-Image-Processing

    The assignments and projects on Digital Image Processing

    Language:Jupyter Notebook7

  • Computer-Vision

    Computer Vision @GTech MSCS

    Language:Jupyter Notebook7

  • simple-classifier

    :octocat:Python image classify based on SVM

    Language:Python7

  • Beer-Label-Classification

    Code for beer label classification using SIFT and ORB

    Language:Jupyter Notebook6

  • KWS-SIFT

    Python code to perform keyword spotting using SIFT features

    Language:Python5

  • Specific-object-recognition

    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.

    Language:Python5

  • Bag_of_Visual_Words

    Implementation of basic ‘bag of visual words’ model using SIFT Algorithm and Shape Context Matching to identify and match logos on scanned documents.

    Language:MATLAB4

  • stereo-vision

    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.

    Language:Python3

  • 3D-Object-Tracking

    3D object tracking using keypoint detection and feature matching, lidar point cloud data, and image classification using YOLO deep learning model.

    Language:C++3

  • Signal-Processing

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

    Language:Python3

  • scene-recognition

    🖼️ Scene classification system created in Java with OpenIMAJ

    Language:Java3

  • VisionVocabClassifier

    BoW model in image classification

    Language:Python2

  • ParkingAPP

    ParkingAPP is a Python-based parking management system with License Plate Recognition (LPR) capabilities. The application is developed as a project for the "Computer Vision" module during my Master's degree in Computer Vision at USTHB (University of Science and Technology Houari Boumediene)

    Language:Python2

  • Facial_Emotion_Recognition

    Project aimed to compare the performances of MLP, SVM and CNN algorithms in detecting the facial emotions. It also uses a pre-trained model and evaluates its performance in facial emotion recognition.

    Language:Jupyter Notebook2

  • Beer-Label-Classification-using-SIFT

    This project is part of the course CSE478: Digital Image Processing, Monsoon 2020, IIIT-Hyderabad. It classify beer labels using SIFT algorithm.

    Language:Jupyter Notebook2

  • multimedia-project

    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.

    Language:Python2

  • Computer-Vision-Filtering-and-Object-Recognition-and-Features

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

    Language:Python2

  • ObjectDetection

    A starter's guide to Object Detection and Learning

    Language:C2

  • Panorama-Image-Stitching

    Panorama-Image-Stitching

    Language:Python1

  • -SIFT-Blob-Detectors-And-Descriptor

    learning python day 10

    Language:Jupyter Notebook1

  • Computer-Vision-Course-Assignments

    Detailed solutions to three programming assignments from the Computer Vision course taught by Prof. Renato Martins, covering corner detection, object recognition, and epipolar geometry.

    Language:Jupyter Notebook1

  • Classic-Computer-Vision

    This repo contains some classic computer vision projects such as hybrid image creation, Harris corner detection and simplified SIFT.

    Language:Jupyter Notebook1