2 papers
cs.CV2023
TopoMask: Instance-Mask-Based Formulation for the Road Topology Problem via Transformer-Based Architecture
M. Esat Kalfaoglu, Halil Ibrahim Ozturk, Ozsel Kilinc +1
Driving scene understanding task involves detecting static elements such as lanes, traffic signs, and traffic lights, and their relationships with each other. To facilitate the dev…
cs.CV2020
Late Temporal Modeling in 3D CNN Architectures with BERT for Action Recognition
M. Esat Kalfaoglu, Sinan Kalkan, A. Aydin Alatan
In this work, we combine 3D convolution with late temporal modeling for action recognition. For this aim, we replace the conventional Temporal Global Average Pooling (TGAP) layer a…