Author

Zongju Peng

3 papers indexed here

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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

Open access Aug 2026

PDES-Net: LiDAR point cloud semantic segmentation network based on point-wise distance encoding and pointed-seg head

The proposed PDES-Net enhances segmentation performance while maintaining advantages in model parameters and inference speed, and achieves a well-balanced trade-off between accuracy and computational efficiency.

Si-Si Zhang, Zong-Ju Peng, Hong Tan et al. · Measurement science and tech... · 0 citations