An overview of edge and object contour detection

D Yang, B Peng, Z Al-Huda, A Malik, D Zhai - Neurocomputing, 2022 - Elsevier
In computer vision, edge and object contour detection is essential for higher-level vision
tasks, such as shape matching, visual salience, image segmentation, and object recognition …

An overview of contour detection approaches

XY Gong, H Su, D Xu, ZT Zhang, F Shen… - International Journal of …, 2018 - Springer
Object contour plays an important role in fields such as semantic segmentation and image
classification. However, the extraction of contour is a difficult task, especially when the …

Content-based image retrieval using color difference histogram

GH Liu, JY Yang - Pattern recognition, 2013 - Elsevier
This paper presents a novel image feature representation method, namely color difference
histograms (CDH), for image retrieval. This method is entirely different from the existing …

Image segmentation using a sparse coding model of cortical area V1

MW Spratling - IEEE transactions on image processing, 2012 - ieeexplore.ieee.org
Algorithms that encode images using a sparse set of basis functions have previously been
shown to explain aspects of the physiology of a primary visual cortex (V1), and have been …

Low-level feature extraction for edge detection using genetic programming

W Fu, M Johnston, M Zhang - IEEE Transactions on Cybernetics, 2013 - ieeexplore.ieee.org
Edge detection is a subjective task. Traditionally, a moving window approach is used, but
the window size in edge detection is a tradeoff between localization accuracy and noise …

Notes on edge detection approaches

K Muntarina, SB Shorif, MS Uddin - Evolving Systems, 2022 - Springer
Edge detection is an important research area that finds widespread applications in various
fields, like image segmentation, shape extraction, pattern recognition, medical image …

Detection of fragmented rectangular enclosures in very high resolution remote sensing images

I Zingman, D Saupe, OAB Penatti… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
We develop an approach for the detection of ruins of livestock enclosures (LEs) in alpine
areas captured by high-resolution remotely sensed images. These structures are usually of …

A novel image retrieval method based on hybrid information descriptors

M Zhang, K Zhang, Q Feng, J Wang, J Kong… - Journal of Visual …, 2014 - Elsevier
In this paper, we propose a novel image retrieval method called hybrid information
descriptors (HIDs) consisting of mutual information descriptors (MIDs) and self information …

A novel shape from focus method based on 3D steerable filters for improved performance on treating textureless region

T Fan, H Yu - Optics Communications, 2018 - Elsevier
A novel shape from focus method combining 3D steerable filter for improved performance on
treating textureless region was proposed in this paper. Different from conventional spatial …

Salient contour detection on the basis of the mechanism of bilateral asymmetric receptive fields

T Fang, Y Fan, W Wu - Signal, Image and Video Processing, 2020 - Springer
Salient contour detection is the key step of visual perception and is very important for visual
detection and object recognition. In this paper, a new contour detection method, which is …