Accel: A Corrective Fusion Network for Efficient Semantic Segmentation on Video

Samvit Jain

We present Accel, a novel corrective fusion network that combines (1) optical flow-based feature warping with (2) lightweight, per-frame, temporal correction to achieve state-of-the-art accuracy and throughput on video semantic segmentation.

Published On: June 16, 2019

Presented At/In: CVPR '19 (Oral)

Link: https://arxiv.org/pdf/1807.06667.pdf

Authors: Samvit Jain, Xin Wang, Joseph Gonzalez