Multi-level feature interaction and efficient non-local information enhanced channel attention for image dehazing

H Sun, B Li, Z Dan, W Hu, B Du, W Yang, J Wan - Neural Networks, 2023 - Elsevier
Image dehazing is a challenging task in computer vision. Currently, most dehazing methods
adopt the U-Net architecture that directly fuses the decoding layer with the corresponding …

Unsupervised Bidirectional Contrastive Reconstruction and Adaptive Fine-Grained Channel Attention Networks for image dehazing

H Sun, Y Wen, H Feng, Y Zheng, Q Mei, D Ren, M Yu - Neural Networks, 2024 - Elsevier
Recently, Unsupervised algorithms has achieved remarkable performance in image
dehazing. However, the CycleGAN framework can lead to confusion in generator learning …

[HTML][HTML] A computationally efficient and robust looming perception model based on dynamic neural field

Z Qin, Q Fu, J Peng - Neural Networks, 2024 - Elsevier
There are primarily two classes of bio-inspired looming perception visual systems. The first
class employs hierarchical neural networks inspired by well-acknowledged anatomical …

Zebrafishtracker3D: A 3D skeleton tracking algorithm for multiple zebrafish based on particle matching

Z Fu, S Zhang, L Zhou, Y Wang, X Feng, X Zhao, M Sun - ISA transactions, 2024 - Elsevier
Zebrafish are considered as model organisms in biological and medical research because
of their high degree of homology with human genes. Automatic behavioral analysis of …

[PDF][PDF] Accurate Robot Navigation Using Visual Invariant Features and Dynamic Neural Fields

Y Raoui, N Elmennaoui - International Journal of Robotics and …, 2024 - raouiyounes.com
Robot navigation systems are based on Simultaneous Localization and Mapping (SLAM)
and obstacle avoidance. We construct maps for the robot using computer vision methods …

A Looming Perception Model Based on Dynamic Neural Field

Z Qin, Q Fu, D Jin, J Peng - Available at SSRN 4248213, 2022 - papers.ssrn.com
Looming perception is an indispensable ability for both humans and intelligent machines to
interact effectively with the world around them. The visual systems of insects inspire us with …