Bio-inspired XYW parallel pathway edge detection network
X Pang, C Lin, F Li, Y Pan - Expert Systems with Applications, 2024 - Elsevier
Edge detection is of critical importance for middle-level and high-level tasks in computer
vision. Existing edge detection methods usually use VGG16 as the encoding network and …
vision. Existing edge detection methods usually use VGG16 as the encoding network and …
[HTML][HTML] Image Contour Detection Based on Visual Pathway Information Transfer Mechanism
P Cai, Z Cai, Y Fan, W Wu - Neural Processing Letters, 2024 - Springer
Based on the coding mechanism and interactive features of visual information in the visual
pathway, a new method of image contour detection is proposed. Firstly, simulating the visual …
pathway, a new method of image contour detection is proposed. Firstly, simulating the visual …
LVP-net: A deep network of learning visual pathway for edge detection
Deep learning-based edge detectors typically consist of the encoder and the decoder. To
integrate multi-scale features into a global edge map effectively, researchers utilize …
integrate multi-scale features into a global edge map effectively, researchers utilize …
[HTML][HTML] A lightweight contour detection network inspired by biology
C Lin, Z Zhang, J Peng, F Li, Y Pan, Y Zhang - Complex & Intelligent …, 2024 - Springer
In recent years, the field of bionics has attracted the attention of numerous scholars. Some
models combined with biological vision have achieved excellent performance in computer …
models combined with biological vision have achieved excellent performance in computer …
A feature aggregation network for contour detection inspired by complex cells properties
H Ding, C Lin, F Li, Y Pan - The Visual Computer, 2024 - Springer
Biological vision mechanism plays a very important role in detecting object contour
information, so the research of bio-inspired contour detection has attracted widespread …
information, so the research of bio-inspired contour detection has attracted widespread …
[PDF][PDF] 结合双视通路与尺度信息融合的轮廓检测方法
杜仕荣， 范影乐， 蔡哲飞， 房涛 - 中国图象图形学报 - cjig.cn
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