Comparison of edge detectors: a methodology and initial study

M Heath, S Sarkar, T Sanocki, K Bowyer - Computer vision and image …, 1998 - Elsevier
Because of the difficulty of obtaining ground truth for real images, the traditional technique
for comparing low-level vision algorithms is to present image results, side by side, and to let …

A robust visual method for assessing the relative performance of edge-detection algorithms

MD Heath, S Sarkar, T Sanocki… - IEEE transactions on …, 1997 - ieeexplore.ieee.org
A new method for evaluating edge detection algorithms is presented and applied to
measure the relative performance of algorithms by Canny, Nalwa-Binford, Iverson-Zucker …

Edge drawing: a combined real-time edge and segment detector

C Topal, C Akinlar - Journal of Visual Communication and Image …, 2012 - Elsevier
We present a novel edge segment detection algorithm that runs real-time and produces high
quality edge segments, each of which is a linear pixel chain. Unlike traditional edge …

Edge detection and feature line tracing in 3D-point clouds by analyzing geometric properties of neighborhoods

H Ni, X Lin, X Ning, J Zhang - Remote Sensing, 2016 - mdpi.com
This paper presents an automated and effective method for detecting 3D edges and tracing
feature lines from 3D-point clouds. This method is named Analysis of Geometric Properties …

Multiscale morphological segmentation of gray-scale images

S Mukhopadhyay, B Chanda - IEEE transactions on Image …, 2003 - ieeexplore.ieee.org
In this paper, the authors have proposed a method of segmenting gray level images using
multiscale morphology. The approach resembles the watershed algorithm in the sense that …

Image filtering, edge detection, and edge tracing using fuzzy reasoning

T Law, H Itoh, H Seki - IEEE transactions on pattern analysis …, 1996 - ieeexplore.ieee.org
We characterize the problem of detecting edges in images as a fuzzy reasoning problem.
The edge detection problem is divided into three stages: filtering, detection, and tracing …

A wavelet-based multiresolution edge detection and tracking

MY Shih, DC Tseng - Image and Vision Computing, 2005 - Elsevier
A gradient image describes the differences of neighboring pixels in the image. Extracting
edges only depending on a gradient image will results in noised and broken edges. Here …

Robust extraction of 3D line segment features from unorganized building point clouds

P Tian, X Hua, W Tao, M Zhang - Remote Sensing, 2022 - mdpi.com
As one of the most common features, 3D line segments provide visual information in scene
surfaces and play an important role in many applications. However, due to the huge …

LNPSS: SAR image despeckling based on local and non-local features using patch shape selection and edges linking

R Ranjbarzadeh, SB Saadi, A Amirabadi - Measurement, 2020 - Elsevier
Removal of speckle noise from Real SAR images is a significant task for the better
segmentation, target detection, target recognition or other processing. In this paper, a novel …

Comparison of edge detection algorithms using a structure from motion task

MC Shin, DB Goldgof, KW Bowyer… - IEEE Transactions on …, 2001 - ieeexplore.ieee.org
This paper presents an evaluation of edge detector performance. We use the task of
structure from motion (SFM) as a" black box" through which to evaluate the performance of …