[HTML][HTML] On the use of deep learning for video classification

A Ur Rehman, SB Belhaouari, MA Kabir, A Khan - Applied Sciences, 2023 - mdpi.com
The video classification task has gained significant success in the recent years. Specifically,
the topic has gained more attention after the emergence of deep learning models as a …

CNN‐Transformer for visual‐tactile fusion applied in road recognition of autonomous vehicles

R Shi, S Yang, Y Chen, R Wang, M Zhang, J Lu… - Pattern Recognition …, 2023 - Elsevier
Reliable autonomous driving requires comprehensive environment perception, among
which the road recognition is critical for autonomous vehicles to achieve adaptability …

Detection-free cross-modal retrieval for person identification using videos and radar spectrograms

Y Yang, X Shang, B Li, H Ji… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The utilization of multisensors data mining and processing exhibits significant promise in
forthcoming applications, with cross-modal retrieval serving as a crucial element within this …

Gesture recognition with keypoint and radar stream fusion for automated vehicles

A Holzbock, N Kern, C Waldschmidt… - … on Computer Vision, 2022 - Springer
We present a joint camera and radar approach to enable autonomous vehicles to
understand and react to human gestures in everyday traffic. Initially, we process the radar …

CLMFN: An Intelligent Discrimination Method of Deception Jamming Based on Multi-modal Systems

Y Wang, J Liu, M Gong, Y Zhou, X Fan… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
The existing anti-jamming methods are based on single modality, lacking cross-modalities
feature extraction and general discriminant algorithms. In order to increase the diversity of …

Data Segmentation and Fusion for Classification of Armed Personnel Using Micro-Doppler Signatures

E Focante, L De Martin… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
In recent years, convolutional neural networks (CNNs) have been increasingly used for
classifying radar micro-Doppler signatures of various targets. However, obtaining large …

Discrimination of small targets in sea clutter using a hybrid CNN-LSTM network

RJ De Jong, MJC Heiligers… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Reliable and robust radar target detection is a challenging task in the maritime environment,
particularly as bright returns or sea spikes share many similarities with true targets and can …