Search Results for author: Yuanhao Guo

Found 3 papers, 2 papers with code

Deep Neural Networks Learn Meta-Structures from Noisy Labels in Semantic Segmentation

no code implementations22 Mar 2021 Yaoru Luo, Guole Liu, Yuanhao Guo, Ge Yang

When trained with these noisy labels, DNNs provide largely the same segmentation performance as trained by the original ground truth.

Image Classification Semantic Segmentation

Temporal Self-Ensembling Teacher for Semi-Supervised Object Detection

1 code implementation13 Jul 2020 Cong Chen, Shouyang Dong, Ye Tian, Kunlin Cao, Li Liu, Yuanhao Guo

(1) The teacher model serves a dual role as a teacher and a student, such that the teacher predictions on unlabeled images may be very close to those of student, which limits the upper-bound of the student.

Knowledge Distillation Object Detection +3

Probabilistic Inference for Camera Calibration in Light Microscopy under Circular Motion

1 code implementation30 Oct 2019 Yuanhao Guo, Fons J. Verbeek, Ge Yang

Robust and accurate camera calibration is essential for 3D reconstruction in light microscopy under circular motion.

3D Reconstruction Key Point Matching

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