| 2022 | ICIP | Multi-Scale Deformable Transformer Encoder Based Single-Stage Pedestrian Detection. | Jing Yuan, Panagiotis Barmpoutis, Tania Stathaki |
| 2022 | MICCAI | Multi-scale Deformable Transformer for the Classification of Gastric Glands: The IMGL Dataset. | Panagiotis Barmpoutis, Jing Yuan, William Waddingham, Christopher Ross, Hamzeh Kayhanian, Tania Stathaki, Daniel C. Alexander, Marnix Jansen |
| 2021 | DICTA | Three-dimensional tumour microenvironment reconstruction and tumour-immune interactions' analysis. | Panagiotis Barmpoutis, Hamzeh Kayhanian, William Waddingham, Daniel C. Alexander, Marnix Jansen |
| 2020 | ACIVS | A Novel Framework for Early Fire Detection Using Terrestrial and Aerial 360-Degree Images. | Panagiotis Barmpoutis, Tania Stathaki |
| 2019 | ICASSP | Fire Detection from Images Using Faster R-CNN and Multidimensional Texture Analysis. | Panagiotis Barmpoutis, Kosmas Dimitropoulos, Kyriaki Kaza, Nikos Grammalidis |
| 2019 | ICASSP | Monitoring of Trees' Health Condition Using a UAV Equipped with Low-cost Digital Camera. | Panagiotis Barmpoutis, Tania Stathaki, Vasiliki Kamperidou |
| 2019 | ICMV | Estimation of extent of trees and biomass infestation of the suburban forest of Thessaloniki (Seich Sou) using UAV imagery and combining R-CNNs and multichannel texture analysis. | Panagiotis Barmpoutis, Vasiliki Kamperidou, Tania Stathaki |
| 2019 | ICMV | Comparison of single channel indices for U-Net based segmentation of vegetation in satellite images. | Irem lk, Panagiotis Barmpoutis, Tania Stathaki, Erdem Akagndz |
| 2019 | IECON | A Region-based Fusion Scheme for Human Detection in Autonomous Navigation Applications. | Panagiotis Barmpoutis, Tania Stathaki, Maria Irene Gonzalez |
| 2015 | ISPA | Image tag recommendation based on novel tensor structures and their decompositions. | Panagiotis Barmpoutis, Constantine Kotropoulos, Konstantinos Pliakos |
| 2013 | AVSS | Real time video fire detection using spatio-temporal consistency energy. | Panagiotis Barmpoutis, Kosmas Dimitropoulos, Nikos Grammalidis |