Weak Supervision
Semantic segmentation is a popular task that has piqued the interest of many industries and research communities. However, acquiring …
Rationale and objectives: Hard data labels for automated algorithm training are binary and cannot incorporate uncertainty between …
Estimating fish body measurements like length, width, and mass has received considerable research due to its potential in boosting …
Coronavirus Disease 2019 (COVID-19) has spread aggressively across the world causing an existential health crisis. Thus, having a …
Acquiring count annotations generally requires less human effort than point-level and bounding box annotations. Thus, we propose the …
Instance segmentation methods often require costly per-pixel labels. We propose a method called WISE-Net that only requires point-level …
A major obstacle in instance segmentation is that existing methods often need many per-pixel labels in order to be effective. These …
Object counting is an important task in computer vision due to its growing demand in applications such as surveillance, traffic …