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Research Output 2018 2019

  • 4 Citations
  • 5 Conference contribution
  • 1 Working paper
2019

A domain agnostic normalization layer for unsupervised adversarial domain adaptation

Romijnders, R. R. F. M., Meletis, P. & Dubbelman, G., 4 Mar 2019, 2019 IEEE Winter Conference on Applications of Computer Vision (WACV). Piscataway: Institute of Electrical and Electronics Engineers, p. 1866-1875 10 p. 8658995. (Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Network performance
Semantics
Neural networks
Experiments

Data selection for training semantic segmentation CNNs with cross-dataset weak supervision

Meletis, P., Romijnders, R. R. F. M. & Dubbelman, G., 2019, (Accepted/In press) IEEE ITSC 2019.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Semantics
Labels
Byproducts
Pixels

On boosting semantic street scene segmentation with weak supervision

Meletis, P. & Dubbelman, G., Jun 2019, 2019 IEEE Intelligent Vehicles Symposium, IV 2019. Piscataway: Institute of Electrical and Electronics Engineers, p. 1334-1339 6 p. 8814217

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Boosting
Labels
Segmentation
Pixel
Pixels
2 Downloads (Pure)

Single network panoptic segmentation for street scene understanding

de Geus, D., Meletis, P. & Dubbelman, G., 1 Jun 2019, 2019 IEEE Intelligent Vehicles Symposium, IV 2019. Piscataway: Institute of Electrical and Electronics Engineers, p. 709-715 7 p. 8813788

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Segmentation
Pixels
Pixel
Semantics
Prediction
2018
13 Downloads (Pure)

Panoptic segmentation with a joint semantic and instance segmentation network

de Geus, D., Meletis, P. & Dubbelman, G., 6 Sep 2018, (Unpublished) arXiv.org, p. 1-6, 6 p.

Research output: Working paperAcademic

File
Semantics
Masks
Data storage equipment
4 Citations (Scopus)
1 Downloads (Pure)

Training of convolutional networks on multiple heterogeneous datasets for street scene semantic segmentation

Meletis, P. & Dubbelman, G., 22 Oct 2018, 2018 IEEE Intelligent Vehicles Symposium, IV 2018. Institute of Electrical and Electronics Engineers, p. 1045-1050 6 p. 8500398

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Segmentation
Pixels
Semantics
Classifiers
Pixel