TY - GEN AU - Yao, Kai AU - Ortiz, Alberto AU - Bonnin-Pascual, Francisco PY - 2021 DO - 10.1109/ACCESS.2021.3077847 SN - 2169-3536 UR - https://hdl.handle.net/20.500.12105/23223 AB - It is generally accepted that one of the critical parts of current vision algorithms based on deep learning and convolutional neural networks is the annotation of a sufficient number of images to achieve competitive performance. This is particularly... LA - eng PB - IEEE-Inst Electrical Electronics Engineers Inc KW - Image segmentation KW - Annotations KW - Semantics KW - Tools KW - Inspection KW - Training KW - Surgery KW - Object recognition KW - Quality control and inspection KW - Weakly-supervised semantic segmentation TI - A Weakly-Supervised Semantic Segmentation Approach Based on the Centroid Loss: Application to Quality Control and Inspection TY - research article ER -