Dr.-Ing. Sanjukta Ghosh

2019

• Ghosh S., Amon P., Hutter A., Kaup A.:
  Deep Counting Model Extensions with Segmentation for Person Detection
  44th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 (Brighton, 12. Mai 2019 - 17. Mai 2019)
  In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2019
  DOI: 10.1109/ICASSP.2019.8682662
  BibTeX: Download
• Ghosh S., Srinivasa SK., Amon P., Hutter A., Kaup A.:
  Deep Network Pruning for Object Detection
  26th IEEE International Conference on Image Processing, ICIP 2019 (Taipei, 22. September 2019 - 25. September 2019)
  In: Proceedings - International Conference on Image Processing, ICIP 2019
  DOI: 10.1109/ICIP.2019.8803505
  BibTeX: Download

2018

• Ghosh S., Shet R., Amon P., Hutter A., Kaup A.:
  Robustness of Deep Convolutional Neural Networks for Image Degradations
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Calgary, Canada, 15. April 2018 - 20. April 2018)
  DOI: 10.1109/icassp.2018.8461907
  BibTeX: Download

2017

• Ghosh S., Amon P., Hutter A., Kaup A.:
  Detecting Closely Spaced and Occluded Pedestrians Using Specialized Deep Models for Counting
  IEEE Visual Communications and Image Processing (VCIP) (St. Petersburg, Florida, 10. Dezember 2017 - 13. Dezember 2017)
  DOI: 10.1109/VCIP.2017.8305064
  BibTeX: Download
• Ghosh S., Amon P., Hutter A., Kaup A.:
  Pedestrian Counting Using Deep Models Trained on Synthetically Generated Images
  International Conference on Computer Vision Theory and Applications (VISAPP) (Porto, Portugal, 27. Februar 2017 - 1. März 2017)
  DOI: 10.5220/0006132600860097
  BibTeX: Download
• Ghosh S., Amon P., Hutter A., Kaup A.:
  Reliable Pedestrian Detection Using A Deep Neural Network Trained On Pedestrian Counts
  IEEE International Conference on Image Processing (ICIP) (Beijing, 17. September 2017 - 20. September 2017)
  DOI: 10.1109/ICIP.2017.8296368
  BibTeX: Download