2 papers
cs.CV2021
Perceptual Consistency in Video Segmentation
Yizhe Zhang, Shubhankar Borse, Hong Cai +4
In this paper, we present a novel perceptual consistency perspective on video semantic segmentation, which can capture both temporal consistency and pixel-wise correctness. Given t…
cs.CV2021
InverseForm: A Loss Function for Structured Boundary-Aware Segmentation
Shubhankar Borse, Ying Wang, Yizhe Zhang +1
We present a novel boundary-aware loss term for semantic segmentation using an inverse-transformation network, which efficiently learns the degree of parametric transformations bet…