Contour detection model with multi-scale integration based on non-classical receptive field

H Wei, B Lang, Q Zuo - Neurocomputing, 2013 - Elsevier
The broad region outside the classical receptive field (CRF) of a vision neuron, known as the
non-classical receptive field (nCRF), exerts a robust modulatory effect on the responses to …

Edge and line oriented contour detection: State of the art

G Papari, N Petkov - Image and Vision Computing, 2011 - Elsevier
We present an overview of various edge and line oriented approaches to contour detection
that have been proposed in the last two decades. By edge and line oriented we mean …

[HTML][HTML] A fast contour detection model inspired by biological mechanisms in primary vision system

X Kang, Q Kong, Y Zeng, B Xu - Frontiers in computational …, 2018 - frontiersin.org
Compared to computer vision systems, the human visual system is more fast and accurate. It
is well accepted that V1 neurons can well encode contour information. There are plenty of …

Center–surround interaction with adaptive inhibition: A computational model for contour detection

C Zeng, Y Li, C Li - NeuroImage, 2011 - Elsevier
The broad region outside the classical receptive field (CRF) of a neuron in the primary visual
cortex (V1), namely non-CRF (nCRF), exerts robust modulatory effects on the responses to …

Machine learning based adaptive contour detection using algorithm selection and image splitting

M Lukac, R Tanizawa, M Kameyama - Interdisciplinary Information …, 2012 - jstage.jst.go.jp
In real world images, many algorithms for adaptive contours detection exist and various
improvements to the contours detection have been proposed. The reason for such diversity …

Application of the center–surround mechanism to contour detection

YJ Cao, C Lin, YJ Pan, HJ Zhao - Multimedia Tools and Applications, 2019 - Springer
Physiological studies have revealed that the center–surround mechanism widely exists in
the primary stages of the human visual system, such as the retina, lateral geniculate nucleus …

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 …

The role of image understanding in contour detection

CL Zitnick, D Parikh - 2012 IEEE Conference on Computer …, 2012 - ieeexplore.ieee.org
Many cues have been proposed for contour detection or image segmentation. These include
low-level image gradients to high-level information such as the identity of the objects in the …

A multiscale approach to contour detection by texture suppression

G Papari, P Campisi, N Petkov… - … : Algorithms and Systems …, 2006 - spiedigitallibrary.org
In this paper we propose a multiscale biologically motivated technique for contour detection
by texture suppression. Standard edge detectors react to all the local luminance changes …

Deepcontour: A deep convolutional feature learned by positive-sharing loss for contour detection

W Shen, X Wang, Y Wang, X Bai… - Proceedings of the …, 2015 - openaccess.thecvf.com
Contour detection serves as the basis of a variety of computer vision tasks such as image
segmentation and object recognition. The mainstream works to address this problem focus …