An overview of contour detection approaches

XY Gong, H Su, D Xu, ZT Zhang, F Shen… - International Journal of …, 2018 - Springer
… Connected contours: A new contour completion model that respects the closureeffect. In
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, IEEE, …

Object contour detection with a fully convolutional encoder-decoder network

J Yang, B Price, S Cohen, H Lee… - Proceedings of the …, 2016 - openaccess.thecvf.com
… We find that the learned model generalizes well … contour detection is relatively under-explored
in the literature [49]. At the same time, many works have been devoted to edge detection

Edge and line oriented contour detection: State of the art

G Papari, N Petkov - Image and Vision Computing, 2011 - Elsevier
… On the light of this, research in contour detection aims at understanding and modeling
mathematically the features which people (consciously or consciously) use to recognize such line …

An overview of edge and object contour detection

D Yang, B Peng, Z Al-Huda, A Malik, D Zhai - Neurocomputing, 2022 - Elsevier
… In this section, we introduce local pattern methods, edge grouping methods, and active
contour models for edge and object contour detection. These methods all have relatively simple …

Contour detection and hierarchical image segmentation

P Arbelaez, M Maire, C Fowlkes… - IEEE transactions on …, 2010 - ieeexplore.ieee.org
… for transforming the output of any contour detector into a hierarchical region tree. In … of
contour detection. Extensive experimental evaluation demonstrates that both our contour detection

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

H Wei, B Lang, Q Zuo - Neurocomputing, 2013 - Elsevier
… , while at the same time, the object contours can be detected effectively. In addition to the …
contour detection performance in comparison to other contour detection models, our model

Contour detection based on contextual influences

Q Tang, N Sang, T Zhang - Image and Vision Computing, 2007 - Elsevier
Model description Now we model the visual mechanisms of contour detection based on
contextual interactions through the following dynamical equation,(16) R θ t + 1 ( x , y ) = R θ t ( x , …

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
… Based on the MCI algorithm, we proposed a fast contour detection model, inspired by the
information processing mechanism in the human primary vision system. The prior filtering and …

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 section, we propose a new contour detection model based on the center–surround
interaction mechanism in V1. First, we simulate responses in the CRF of V1 neurons. Then, we …

Deep structural contour detection

R Deng, S Liu - Proceedings of the 28th ACM international conference …, 2020 - dl.acm.org
… In this work, we present a reliable contour detection system which can predict both … of a
contour-detection model, since the semantic information is the core to help a model discriminate if …