A concurrent neural network approach to pedestrian detection in thermal imagery. - Victor-Emil Neagoe; Adrian-Dumitru Ciotec; Andrei-Petru Barar (COMM, 2012)

A new approach for accurate classification of hyperspectral images using Virtual Sample Generation by Concurrent Self-Organizing Maps. - Victor-Emil Neagoe; Adrian-Dumitru Ciotec (IGARSS, 2013)

Automatic target recognition in SAR imagery using pulse-coupled neural network segmentation cascaded with virtual training data generation CSOM-based classifier. - Victor-Emil Neagoe; Serban-Vasile Carata; Adrian-Dumitru Ciotec (IGARSS, 2015)

A new multispectral pixel change detection approach using pulse-coupled neural networks for change vector analysis. - Victor-Emil Neagoe; Adrian-Dumitru Ciotec; Serban-Vasile Carata (IGARSS, 2016)

A Weakly-Supervised Change Detection Technique for SAR Images Based on Deep Learning and Synthetic Training Data Generated by an Ensemble of Self-Organizing Maps. - Victor-Emil Neagoe; Adrian-Dumitru Ciotec; Lorenzo Bruzzone (IGARSS, 2019)

Drivetrain simulation using variational autoencoders. - Pallavi Sharma; Jorge-Humberto Urrea-Quintero; Bogdan Bogdan; Adrian-Dumitru Ciotec; Laura Vasilie; Henning Wessels; Matteo Skull (CoRR, 2025)