Author

Tingna Liu

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Jul 2026

GLCE-Net: global-local feature collaborative enhancement network for underwater images toward object detection

Abstract. Due to complex underwater illumination and scattering effects, underwater images commonly suffer from color distortion, low contrast, and structural blur. These distortions not only reduce visual perceptual quality but also severely limit the performance of downstream object detection tasks. Although existing...

Rong He, Fen Chen, Lian Huang et al. · Journal of Electronic Imagin... · 0 citations

Jul 2026

Range-FDSeg: LiDAR semantic segmentation based on fusion interactive learning and dynamic sampling for autonomous driving scenarios.

This paper proposes a new, to the authors' knowledge, efficient and accurate semantic segmentation network for LiDAR, called Range-FDSeg, and introduces a lightweight and dynamic upsampler, called Dysample-S+.

Hong Tan, Fen Chen, Tingna Liu et al. · Applied Optics · 0 citations