Panagiotis Barmpoutis

Spatio-Temporal Flame Modeling and Dynamic Texture Analysis for Automatic Video-Based Fire Detection

Kosmas Dimitropoulos, Panagiotis Barmpoutis, Nikos Grammalidis · IEEE Transactions on Circuits and Systems for Video Technology · 2014 · 253 citations

Engineering, Machine Learning, Flame Detection +20

Higher Order Linear Dynamical Systems for Smoke Detection in Video Surveillance Applications

Kosmas Dimitropoulos, Panagiotis Barmpoutis, Nikos Grammalidis · IEEE Transactions on Circuits and Systems for Video Technology · 2016 · 130 citations

Engineering, Feature Detection, Machine Learning +19

Fire Detection from Images Using Faster R-CNN and Multidimensional Texture Analysis

Panagiotis Barmpoutis, Kosmas Dimitropoulos, Kyriaki Kaza et al. · 2019 · 117 citations

Convolutional Neural Network, Engineering, Machine Learning +17

Grading of invasive breast carcinoma through Grassmannian VLAD encoding

Kosmas Dimitropoulos, Panagiotis Barmpoutis, Christina Zioga et al. · PLoS ONE · 2017 · 109 citations · Full text

Breakhis Dataset, Breast Oncology, Engineering +25

Early Fire Detection Based on Aerial 360-Degree Sensors, Deep Convolution Neural Networks and Exploitation of Fire Dynamic Textures

Panagiotis Barmpoutis, Tania Stathaki, Kosmas Dimitropoulos et al. · Remote Sensing · 2020 · 105 citations · Full text

Engineering, Fire Dynamic, Fire Detection +20