6 citations · 10 across the 4 of their papers we have counts for
4 papers
Local-to-Global Information Communication for Real-Time Semantic Segmentation Network Search
Guangliang Cheng, Peng Sun, Ting-Bing Xu +2
Neural Architecture Search (NAS) has shown great potentials in automatically designing neural network architectures for real-time semantic segmentation. Unlike previous works that…
Real-Time Semantic Segmentation via Auto Depth, Downsampling Joint Decision and Feature Aggregation
Peng Sun, Jiaxiang Wu, Songyuan Li +3
To satisfy the stringent requirements on computational resources in the field of real-time semantic segmentation, most approaches focus on the hand-crafted design of light-weight s…
Graph-guided Architecture Search for Real-time Semantic Segmentation
Peiwen Lin, Peng Sun, Guangliang Cheng +3
Designing a lightweight semantic segmentation network often requires researchers to find a trade-off between performance and speed, which is always empirical due to the limited int…
OVSNet : Towards One-Pass Real-Time Video Object Segmentation
Peng Sun, Peiwen Lin, Guangliang Cheng +3
Video object segmentation aims at accurately segmenting the target object regions across consecutive frames. It is technically challenging for coping with complicated factors (e.g.…