no code implementations • 29 Sep 2021 • Deepti Hegde, Vishwanath Sindagi, Velat Kilic, A. Brinton Cooper, Mark Foster, Vishal Patel
Pseudo-label based self training approaches are a popular method for source-free unsupervised domain adaptation.
1 code implementation • 14 Jul 2021 • Velat Kilic, Deepti Hegde, Vishwanath Sindagi, A. Brinton Cooper, Mark A. Foster, Vishal M. Patel
Lidar-based object detectors are critical parts of the 3D perception pipeline in autonomous navigation systems such as self-driving cars.
3 code implementations • 8 Jun 2020 • Jeya Maria Jose, Vishwanath Sindagi, Ilker Hacihaliloglu, Vishal M. Patel
Due to its excellent performance, U-Net is the most widely used backbone architecture for biomedical image segmentation in the recent years.
no code implementations • 2 Aug 2017 • He Zhang, Vishwanath Sindagi, Vishal M. Patel
Single image haze removal is an extremely challenging problem due to its inherent ill-posed nature.
7 code implementations • 21 Jan 2017 • He Zhang, Vishwanath Sindagi, Vishal M. Patel
Hence, it is important to solve the problem of single image de-raining/de-snowing.