Ship target detection algorithm based on improved YOLOv5

J Zhou, P Jiang, A Zou, X Chen, W Hu - Journal of Marine Science and …, 2021 - mdpi.com
In order to realize the real-time detection of an unmanned fishing speedboat near a ship
ahead, a perception platform based on a target visual detection system was established. By …

Lightweight detection algorithm of kiwifruit based on improved YOLOX-s

J Zhou, W Hu, A Zou, S Zhai, T Liu, W Yang, P Jiang - Agriculture, 2022 - mdpi.com
Considering the high requirements of current kiwifruit picking recognition systems for mobile
devices, including the small number of available features for image targets and small-scale …

Learning crisp boundaries using deep refinement network and adaptive weighting loss

YJ Cao, C Lin, YJ Li - IEEE Transactions on Multimedia, 2020 - ieeexplore.ieee.org
Significant progress has been made in boundary detection with the help of convolutional
neural networks. Recent boundary detection models not only focus on real object boundary …

Lateral refinement network for contour detection

C Lin, L Cui, F Li, Y Cao - Neurocomputing, 2020 - Elsevier
There has been significant progress in contour detection with the development of
convolutional neural networks. To improve the detection performance of the object contour …

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 …

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
The human visual system has efficient architecture for information reception and integration
for effectively performing visual tasks like detecting contours. Physiological evidence has …

Contour detection model using linear and non‐linear modulation based on non‐CRF suppression

C Lin, G Xu, Y Cao - IET Image Processing, 2018 - Wiley Online Library
Psychophysical and neurophysiological investigations on the human visual system show
that most neurons in the primary visual cortex (V1) possess a non‐classical receptive field …

Research on Contour Detection Model Based on Primary Visual Path Response Mechanism

X Liu, J Zheng, L Wang - Proceedings of the 2021 4th International …, 2021 - dl.acm.org
Considering the subjectivity of the contour detection task and the characteristics of the visual
nerve, the traditional contour detection models simulate the surrounding suppression effect …

Contour detection model based on neuron behaviour in primary visual cortex

C Lin, G Xu, Y Cao - IET Computer Vision, 2018 - Wiley Online Library
In the mammalian primary visual cortex, the response of the classical receptive field (CRF) to
visual stimuli can be suppressed by inhibition of non‐CRF (nCRF) neurons. Although many …

一种基于卷积神经网络的人脸识别改进算法

王彦秋, 冯英伟 - Semiconductor Optoelectronics, 2020 - opticsjournal.net
摘要针对目前图像特征点人脸识别算法匹配精度低等缺点, 提出了一种基于卷积神经网络的人脸
识别算法. 该算法采用传统算法算子融合卷积神经网络进行识别, 首先采用局部感受野的思想 …