Global Context Aggregation Network for Lightweight Saliency Detection of Surface Defects

no code implementations • 22 Sep 2023 • Feng Yan, Xiaoheng Jiang, Yang Lu, Lisha Cui, Shupan Li, Jiale Cao, Mingliang Xu, DaCheng Tao

To this end, we develop a Global Context Aggregation Network (GCANet) for lightweight saliency detection of surface defects on the encoder-decoder structure.

Defect Detection Saliency Detection

Decision Fusion Network with Perception Fine-tuning for Defect Classification

no code implementations • 22 Sep 2023 • Xiaoheng Jiang, Shilong Tian, Zhiwen Zhu, Yang Lu, Hao liu, Li Chen, Shupan Li, Mingliang Xu

In addition, we propose a perception fine-tuning module (PFM) that fine-tunes the foreground and background during the segmentation stage.