Tensor ring decomposition-based model with interpretable gradient factors regularization for tensor completion

PL Wu, XL Zhao, M Ding, YB Zheng, LB Cui… - Knowledge-Based …, 2023 - Elsevier
Tensor ring (TR) decomposition, which factorizes a tensor into a sequence of cyclically
interconnected third-order TR factors, is a powerful tool to capture the global low-rankness of …

Image all-in-one adverse weather removal via dynamic model weights generation

Y Wan, M Shao, Y Cheng, W Zuo - Knowledge-Based Systems, 2024 - Elsevier
Restoring image under multiple weather conditions in an all-in-one fashion remains a
formidable challenge due to images captured under different weather conditions exhibit …

Reinforced pedestrian attribute recognition with group optimization reward

Z Ji, Z Hu, Y Wang, Z Shao, Y Pang - Image and Vision Computing, 2022 - Elsevier
Abstract Pedestrian Attribute Recognition (PAR) is a challenging task in intelligent video
surveillance. Two key challenges in PAR include complex alignment relations between …

A quality enhancement network with coding priors for constant bit rate video coding

W Sun, X He, C Ren, S **ong, H Chen - Knowledge-Based Systems, 2022 - Elsevier
Video coding can effectively compress data, while the introduction of compression artifacts
degrades the visual quality and the performance of artificial intelligence video applications …

A new end-to-end framework based on non-local network structure and spatial attention mechanism for image rain removal

Y Han, L Feng, J Gao - International Journal of Computers and …, 2022 - Taylor & Francis
Image rain removal is an important topic in the field of computer vision. In the rainy
environment, the rain will seriously affect the quality of imaging, resulting in image …

LiDAR and camera data for smart urban traffic monitoring: Challenges of automated data capturing and synchronization

G Vitols, N Bumanis, I Arhipova, I Meirane - International Conference on …, 2021 - Springer
Availability and range of sensors and other type of smart hardware are growing.
Implementation of such solutions is becoming a crucial part of development strategies for …

Video desnowing and deraining via saliency and dual adaptive spatiotemporal filtering

Y Li, R Wu, Z Jia, J Yang, N Kasabov - Sensors, 2021 - mdpi.com
Outdoor vision sensing systems often struggle with poor weather conditions, such as snow
and rain, which poses a great challenge to existing video desnowing and deraining …

STANet: a Spatial-Temporal Aggregation Network for Video Deraining

B Li, T Yan, W He, X Zhu - 2023 3rd International Conference …, 2023 - ieeexplore.ieee.org
Rain can significantly reduce the visibility of a scene, which hinders a lot of computer vision
systems, such as outdoor surveillance and autonomous driving. Comparing with single …