Contour Detection Model Based on the Combination of Surround Facilitation and Inhibition

P Su, X Ren, J Ma - 2017 2nd International Conference on …, 2017 - ieeexplore.ieee.org
At the single-cell level in the visual system, the properties of the receptive field (RF) are
important bases of visual information processing. The area surrounding classical receptive …

Contour detection based on multi-scale spatial inhibition and contextual modulation

S Deng, N Liu, H Huo, T Fang - 2015 Seventh International …, 2015 - ieeexplore.ieee.org
A multi-scale processing model for contour detection based on the perception mechanism of
primary visual cortex (V1) is proposed. At first, responses of V1 cells to contours and …

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 coutour detection model based on surround inhibition with multiple cues

K Yang, Y Li - Pattern Recognition: Chinese Conference, CCPR 2012 …, 2012 - Springer
Sufficient physiological studies have revealed that surround inhibition substantially occurs
when difference exists between the classical receptive field (CRF) and its surrounding (ie …

Contour integration and segmentation with a new lateral connections model

C Cai - MIPPR 2011: Pattern Recognition and Computer …, 2011 - spiedigitallibrary.org
Automatically target contour detection from cluttered scenes is a very difficult task for
computer vision. Humans, however, have a much better background suppress ability. The …

[HTML][HTML] A robust contour detection operator with combined push-pull inhibition and surround suppression

D Melotti, K Heimbach, A Rodríguez-Sánchez… - Information …, 2020 - Elsevier
Contour detection is a salient operation in many computer vision applications as it extracts
features that are important for distinguishing objects in scenes. It is believed to be a primary …

Feature-based active contour model and occluding object detection

S Memar, R Ksantini, B Boufama - JOSA A, 2016 - opg.optica.org
This paper presents a method for image segmentation and object detection. The proposed
strategy consists of two major stages. The first one corresponds to image segmentation …

Contour detection based on contextual influences

Q Tang, N Sang, T Zhang - Image and Vision Computing, 2007 - Elsevier
A contour detection model, inspired by the behavior of the primary visual cortex, is
presented. The response of a central stimulus in the receptive field is affected by the …

Orientation histogram-based center-surround interaction: An integration approach for contour detection

R Zhao, M Wu, X Liu, B Zou, F Li - Neural Computation, 2017 - direct.mit.edu
Contour is a critical feature for image description and object recognition in many computer
vision tasks. However, detection of object contour remains a challenging problem because …

Contour detection based on the property of orientation selective inhibition of non-classical receptive field

L Long, Y Li - 2008 IEEE Conference on Cybernetics and …, 2008 - ieeexplore.ieee.org
The majority of neurons in primary visual cortex (V1) of brain are orientation-selective. Both
the classical receptive field (CRF) and the non-classical receptive field (NCRF), which …