Publication: LiteEdge: Lightweight Semantic Edge Detection Network
LiteEdge: Lightweight Semantic Edge Detection Network
Date
Date
Date
Citations
Wang, H., Mohamed, H., Wang, Z., Rueckauer, B., & Liu, S.-C. (2021, October 1). LiteEdge: Lightweight Semantic Edge Detection Network. 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), Montreal. https://doi.org/10.1109/iccvw54120.2021.00300
Abstract
Abstract
Abstract
Scene parsing is a critical component for understanding complex scenes in applications such as autonomous driving. Semantic segmentation networks are typically reported for scene parsing but semantic edge networks have also become of interest because of the sparseness of the segmented maps. This work presents an end-to-end trained lightweight deep semantic edge detection architecture called LiteEdge suitable for edge deployment. By utilizing hierarchical supervision and a new weighted multi-label loss function to balance different edg
Additional indexing
Creators (Authors)
- Wang, Hao
- Mohamed, Hasan
- Wang, Zuowen
- Rueckauer, Bodo
- Liu, Shih-Chii
Event Title
Event Title
Event Title
Event Location
Event Location
Event Location
Event Start Date
Event Start Date
Event Start Date
Event End Date
Event End Date
Event End Date
Publisher
Publisher
Publisher
Item Type
Item Type
Item Type
In collections
Language
Language
Language
Date available
Date available
Date available
OA Status
OA Status
OA Status
Free Access at
Free Access at
Free Access at
Publisher DOI
Citations
Wang, H., Mohamed, H., Wang, Z., Rueckauer, B., & Liu, S.-C. (2021, October 1). LiteEdge: Lightweight Semantic Edge Detection Network. 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), Montreal. https://doi.org/10.1109/iccvw54120.2021.00300
