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Author

Ting Chen

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3 papers indexed here

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Open access Sep 2026

Frequency-oriented adaptive real-time object detector for cluttered traffic scenes

Given the growing demand for traffic object detection in autonomous driving, achieving both efficiency and accuracy on in-vehicle platforms remains challenging. To address this issue, we propose a Frequency-Oriented Adaptive Detector for vehicle-mounted intelligent traffic object detection. It integrates high- and low-...

Zi-Qi Li, Tao Gao, Shu-Tao Li et al. · 0 citations
2026

SFERA-Net: Spatial–Frequency Evolutionary Relational Awareness Network for Infrared Small Target Detection

Infrared small target detection (IRSTD) remains highly challenging in long-range imaging scenarios due to extremely weak target characteristics and severe background interference. Although recent deep learning-based methods have achieved remarkable progress through hierarchical representation learning, subtle target cu...

Gui-Ping Wu, Lidong Liu, Tao Gao et al. · 0 citations
2026

SFJR-Net: Spatial–Frequency Joint Representation Network for Infrared Small Target Detection

Accurate infrared small target detection (IRSTD) is critical for all-weather perception systems. However, conventional deep networks tend to exhibit low-pass filtering behavior, leading to irreversible attenuation of fragile signatures in small targets. Meanwhile, complex clutter overwhelms discriminative cues, submerg...

Zi-Xiang Liu, Tao Gao, Gui-Ping Wu et al. · 0 citations

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