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hough-lines

This repository explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students can apply to their own personal photos and videos.

Jupyter Notebook
243
3 年前

line segment detector(lsd) &. edge drawing line detector(edl) &. hough line detector(standard &. probabilistic) for detection

C++
199
4 年前

数字图像课程大作业,实现图片中文档提取与矫正。整体思路是通过hough变换检测出直线,进而得到角点,最后经过投影变换,进行矫正。整个项目只用到了opencv的IO操作(包括手写卷积,hough哈夫变换,投影变换等等)

Python
77
5 年前

3d line detection from pointcloud using Hough Transform

C++
54
2 年前

Kernel-Based Hough Transform for Detecting Straight Lines in Images

C++
47
3 年前

License plate recognition . Model training and conversion to tflite

Jupyter Notebook
40
4 年前

Autonomous wind blade inspection using Hough line transformation, canny edge detection and stereo vision.

Python
29
5 年前

Canny Edge Detection, Eigen Faces Face Recognition Algorithm, Applying Sobel Filter, Hough Lines, Harris Corner Detection as a Feature, Image Manipulation

Jupyter Notebook
15
8 年前

Implementation of Simple Hough Line Detection Algorithm in Python

Python
14
5 年前

Implement: Sobel; Canny; Harris; Hough line; Fit line; RANSAC.

C++
11
3 年前

Autonomous lane detection for self-driving cars using two different methods - CNN and Canny Detectors.

Jupyter Notebook
7
4 年前

Implement hough transform for line detection

Python
6
6 年前

Implementing a simple lane detection algorithm to mimic Lane Departure Warning systems used in Self-Driving Cars.

Python
6
5 年前

This GitHub repository provides a comprehensive guide and implementation of the Hough Transform for line detection in Python using OpenCV. It covers step-by-step instructions for implementing the algorithm from scratch, including edge detection, parameter space transformation, and line extraction.

Jupyter Notebook
5
2 年前

A web application that use python script for image processing such as detect edges using canny detection , Detect lines , Detect circles , Detect ellipse and initialize the contour and evolve the Active Contour Model (snake) using the greedy algorithm.

Jupyter Notebook
5
2 年前

Line Detection and Circle Detection for OCR using Hough Transform

Jupyter Notebook
4
6 年前

Detecting, filtering and matching geometrical features from an extraction set to the query image. Project for Superposition in collaboration with Netherlands Institute for Sound and Vision .

Jupyter Notebook
4
5 年前