2 citations · 2 across the 1 of their papers we have counts for
3 papers
Improving Weakly-supervised Video Instance Segmentation by Leveraging Spatio-temporal Consistency
Farnoosh Arefi, Amir M. Mansourian, Shohreh Kasaei
The performance of Video Instance Segmentation (VIS) methods has improved significantly with the advent of transformer networks. However, these networks often face challenges in tr…
Deep Spectral Improvement for Unsupervised Image Instance Segmentation
Farnoosh Arefi, Amir M. Mansourian, Shohreh Kasaei
Deep spectral methods reframe the image decomposition process as a graph partitioning task by extracting features using self-supervised learning and utilizing the Laplacian of the…
Rethinking RAFT for Efficient Optical Flow
Navid Eslami, Farnoosh Arefi, Amir M. Mansourian +1
Despite significant progress in deep learning-based optical flow methods, accurately estimating large displacements and repetitive patterns remains a challenge. The limitations of…