1 code implementation • 23 Jan 2021 • M. Ozan Tezcan, Prakash Ishwar, Janusz Konrad
In this work, we introduce spatio-temporal data augmentations and apply them to one of the leading video-agnostic BGS algorithms, BSUV-Net.
1 code implementation • 23 May 2020 • Zhihao Duan, M. Ozan Tezcan, Hayato Nakamura, Prakash Ishwar, Janusz Konrad
Recent methods for people detection in overhead, fisheye images either use radially-aligned bounding boxes to represent people, assuming people always appear along image radius or require significant pre-/post-processing which radically increases computational complexity.
1 code implementation • ICCV 2020 • M. Ozan Tezcan, Prakash Ishwar, Janusz Konrad
In order to reduce the chance of overfitting, we also introduce a new data-augmentation technique which mitigates the impact of illumination difference between the background frames and the current frame.
1 code implementation • 26 Jul 2019 • M. Ozan Tezcan, Prakash Ishwar, Janusz Konrad
In order to reduce the chance of overfitting, we also introduce a new data-augmentation technique which mitigates the impact of illumination difference between the background frames and the current frame.