Songtao He's Homepage (original) (raw)

• Lane-Level Street Map Extraction from Aerial Imagery
  Songtao He, Hari Balakrishnan
  Paper GitHub Presentation
  WACV, WAIKOLOA, Hawaii, Jan 2022.

• Unsupervised Multi-Object Tracking with Dual-Tracker Consistency
  Favyen Bastani, Songtao He, Sam Madden
  Paper GitHub Presentation Web
  NeurIPS, virtual, Dec 2021.

• Inferring high-resolution traffic accident risk maps based on satellite imagery and GPS trajectories
  Songtao He, Mohammad Amin Sadeghi, Sanjay Chawla, Mohammad Alizadeh, Hari Balakrishnan, Samuel Madden
  Paper GitHub Presentation
  ICCV, virtual, Oct 2021.

• Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding
  Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Mohamed M. Elshrif, Samuel Madden, Amin Sadeghi
  Paper GitHub Live Demo Presentation
  ECCV, Glasgow, Scotland, August 2020.
  Being used in production in ESRI ArcGIS.
  Number of Downloads: Loading

• BeeCluster: Drone Orchestration via Predictive Optimization
  Songtao He, Favyen Bastani, Arjun Balasingam, Karthik Gopalakrishnan, Ziwen Jiang, Mohammad Alizadeh, Hari Balakrishnan, Michael Cafarella, Tim Kraska, Sam Madden
  Paper GitHub Web Presentation [Slides](BeeCluster Mobisys 2020.pdf)
  MobiSys, Toronto, Canada, June 2020.

• MIRIS: Fast Object Track Queries in Video
  Favyen Bastani, Songtao He, Arjun Balasingam, Karthik Gopalakrishnan, Mohammad Alizadeh, Hari Balakrishnan, Michael Cafarella, Tim Kraska, Sam Madden
  Paper GitHub Web
  SIGMOD, Portland, OR, June 2020.

• RoadTagger: Robust Road Attribute Inference with Graph Neural Networks
  _Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Samuel Madden, Mohammad Amin Sadeghi
  Paper GitHub
  AAAI, New York, NY, February 2020.

• RoadRunner: improving the precision of road network inference from GPS trajectories
  Songtao He, Favyen Bastani, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden
  Paper GitHub Web Slides
  ACM SIGSPATIAL, Seattle, WA, November 2018.

• RoadTracer: Automatic Extraction of Road Networks from Aerial Images
  Favyen Bastani, Songtao He, Mohammad Alizadeh, Hari Balakrishnan, Samuel Madden, Sanjay Chawla, Sofiane Abbar, David DeWitt
  Paper GitHub Web
  CVPR, Salt Lake City, UT, June 2018

• Machine-Assisted Map Editing
  Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden
  Paper GitHub Web
  ACM SIGSPATIAL, Seattle, WA, November 2018.

• Reducing Latency by Eliminating Synchrony
  Min Hong Yun, Songtao He, Lin Zhong
  Paper Web
  WWW, Perth, Australia, April 2017.

• Optimizing Smartphone Power Consumption through Dynamic Resolution Scaling
  Songtao He, Yunxin Liu, Hucheng Zhou
  Paper Video
  ACM MobiCom, Paris, France, Sept 2015.