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Fingerprint Dive into the research topics where Panagiotis Meletis is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Semantics Engineering & Materials Science
Pixels Engineering & Materials Science
Labels Engineering & Materials Science
Segmentation Mathematics
Pixel Mathematics
Network performance Engineering & Materials Science
Neural networks Engineering & Materials Science
Classifiers Engineering & Materials Science

Research Output 2018 2019

  • 3 Citations
  • 5 Conference contribution
  • 1 Working paper

A domain agnostic normalization layer for unsupervised adversarial domain adaptation

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

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., 2019, 2019 IEEE Intelligent Vehicles Symposium, IV 2019. Piscataway: Institute of Electrical and Electronics Engineers, p. 1334-1339 6 p.

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

Labels
Pixels
Semantics
Network architecture

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

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de Geus, D., Meletis, P. & Dubbelman, G., 6 Sep 2018, (Unpublished) arXiv.org, p. 1-6 6 p.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

Student theses

A domain agnostic normalization layer for unsupervised adversarial domain adaptation

Author: Romijnders, R., 30 Aug 2018

Supervisor: Meletis, P. (Supervisor 1) & Dubbelman, G. (Supervisor 2)

Student thesis: Master

Panoptic segmentation using a joint semantic and instance segmentation network

Author: de Geus, D., 29 Nov 2018

Supervisor: Dubbelman, G. (Supervisor 1) & Meletis, P. (Supervisor 2)

Student thesis: Master