title: AASEG: ATTENTION AWARE NETWORK FOR REAL TIME SEMANTIC SEGMENTATION
abstract: In this paper, we present a new network named Attention Aware Network (AASeg)
  for real time semantic image segmentation. Our network incorporates spatial and
  channel information using Spatial Attention (SA) and Channel Attention (CA)
  modules respectively. It also uses dense local multi-scale context information
  using Multi Scale Context (MSC) module. The feature maps are concatenated
  individually to produce the final segmentation map. We demonstrate the effectiveness of our method using a comprehensive analysis, quantitative experimental
  results and ablation study using Cityscapes, ADE20K and Camvid datasets. Our
  network performs better than most previous architectures with a 74.4% Mean IOU
  on Cityscapes test dataset while running at 202.7 FPS.
authors: Abhinav Sagar
hIndex: Abhinav Sagar 5