arXiv
Open Access
2021
Memory Guided Road Detection
Praveen Venkatesh
Rwik Rana
Varun Jain
Abstrak
In self driving car applications, there is a requirement to predict the location of the lane given an input RGB front facing image. In this paper, we propose an architecture that allows us to increase the speed and robustness of road detection without a large hit in accuracy by introducing an underlying shared feature space that is propagated over time, which serves as a flowing dynamic memory. By utilizing the gist of previous frames, we train the network to predict the current road with a greater accuracy and lesser deviation from previous frames.
Topik & Kata Kunci
Penulis (3)
P
Praveen Venkatesh
R
Rwik Rana
V
Varun Jain
Akses Cepat
Informasi Jurnal
- Tahun Terbit
- 2021
- Bahasa
- en
- Sumber Database
- arXiv
- Akses
- Open Access ✓