A large-scale spatio-temporal multimodal fusion framework for traffic prediction

B Zhou, J Liu, S Cui, Y Zhao - Big Data Mining and Analytics, 2024 - ieeexplore.ieee.org
Traffic prediction is crucial for urban planning and transportation management, and deep
learning techniques have emerged as effective tools for this task. While previous works have …

Solving inverse problems in compressive imaging with score-based generative models

ZY Chong, Y Zhao, Z Wang… - 2023 IEEE 10th …, 2023 - ieeexplore.ieee.org
Snapshot Compressive Imaging (SCI) is a technique for capturing high-dimensional data
through snapshot measurements using a two-dimensional (2D) detector. This approach is …

SASA: saliency-aware self-adaptive snapshot compressive imaging

Y Zhao, EY Lam - … 2024-2024 IEEE International Conference on …, 2024 - ieeexplore.ieee.org
The ability of snapshot compressive imaging (SCI) systems to efficiently capture high-
dimensional (HD) data depends on the advent of novel optical designs to sample the HD …

Controllable unsupervised event-based video generation

Y Zhao, P Zhang, C Wang… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
The advent of event cameras, with their unique asynchronous sensing capabilities to
capture the edge details of moving objects, has sparked new directions in video generation …

Cross-camera human motion transfer by time series analysis

Y Zhao, G Li, EY Lam - ICASSP 2024-2024 IEEE International …, 2024 - ieeexplore.ieee.org
With advances in optical sensor technology, heterogeneous camera systems are
increasingly used for high-resolution (HR) video acquisition and analysis. However, motion …

Compressed Video Sensing Based on Deep Generative Adversarial Network

VA Nezhad, M Azghani, F Marvasti - Circuits, Systems, and Signal …, 2024 - Springer
This paper considers the deep-learning-aided compressed video sensing problem. To this
end, a deep generative adversarial network has been proposed to provide an approximation …

Optimizing object detection in electro-optical systems with snapshot compressive imaging

Y Zhao, EY Lam - Electro-Optical and Infrared Systems …, 2024 - spiedigitallibrary.org
This study introduces object detection within Electro-Optical (EO) systems utilizing Snapshot
Compressive Imaging (SCI). Traditional EO systems often suffer from extensive processing …

LUCK: Lighting Up Colors in the Dark

Y Zhao, EY Lam - 2024 9th Optoelectronics Global Conference …, 2024 - ieeexplore.ieee.org
Low-light imaging is challenging, especially in scenarios like nighttime or dim indoor
environments, where images often suffer from color distortion and noise. Traditional RGB …

BCS-Based Encoding Schemes for Monoview and Multiview Visual Configurations in WVSN Data Gathering: A Survey

GL Priya, D Ghosh - ECTI Transactions on Computer and …, 2024 - ph01.tci-thaijo.org
Abstract Wireless Visual Sensor Network (WVSN) has become a valuable tool in addressing
the evolving needs of modern monitoring systems. Encoding in WVSNs is a multifaceted …