[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
… The surround suppression originates from the outer gray surface area with inner radius r 1
… operator for contour detection that combines push-pull inhibition and surround suppression. …

Application of the center–surround mechanism to contour detection

YJ Cao, C Lin, YJ Pan, HJ Zhao - Multimedia Tools and Applications, 2019 - Springer
… In this work, we evaluate the contribution of local luminance contrast in contour detection
with surround inhibition. Specifically, a normalized DoG function is used as the extraction …

A bio-inspired contour detection model using multiple cues inhibition in primary visual cortex

C Lin, ZQ Wen, GL Xu, YJ Cao, YC Pan - Multimedia Tools and …, 2022 - Springer
inhibition is proposed in this paper to improve the performance of perceptually salient contour
detection … We test our subfield based center-surround and surround-surround inhibition (…

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
… is how to regulate the intensity of surround inhibition on the basis of local … surround
inhibition was proposed that was based on luminance and contrast. The salient contour detection

An overview of edge and object contour detection

D Yang, B Peng, Z Al-Huda, A Malik, D Zhai - Neurocomputing, 2022 - Elsevier
… by one color in the center and inhibited by its opponent color in the surround. (b) Concentric
… color and its inhibitory opponent color in the center. The pattern is reversed in the surround. …

Recurrent neural circuits for contour detection

D Linsley, J Kim, A Ashok, T Serre - arXiv preprint arXiv:2010.15314, 2020 - arxiv.org
… Linear and multiplicative suppression (ie, shunting inhibition) are controlled by scalars µ and
… as aliasing between the center and the surround, which would predict the opposite pattern, …

Multi-scale contour detection model based on fixational eye movement mechanism

C Lin, Q Zhang, Y Cao - Signal, Image and Video Processing, 2020 - Springer
… , namely surround suppression and collinear facilitation. Yang et al. [12] and Han et al. …
surrounding inhibition combining multiple local cues can significantly improve contour detection

Learning nonclassical receptive field modulation for contour detection

Q Tang, N Sang, H Liu - IEEE Transactions on Image …, 2019 - ieeexplore.ieee.org
… to surround inhibition resulting from homogenous texture fields (marked with a blue box).
Compared with the effect of CRF alone, the combined effects of CRF and nCRF can integrate …

[HTML][HTML] Attention to colors induces surround suppression at category boundaries

MWH Fang, MW Becker, T Liu - Scientific reports, 2019 - nature.com
… The feature-similarity gain model predicts a graded modulation, whereas an alternative
model asserts an inhibitory surround in feature space. Although evidence for both types of …

Surround modulation: A bio-inspired connectivity structure for convolutional neural networks

H Hasani, M Soleymani… - Advances in neural …, 2019 - proceedings.neurips.cc
… of surround modulation, we designed new excitatory-inhibitory connections between a unit
and its surrounding … It plays a fundamental role in boundary detection, contour integration, …