Ekaterina Kalinicheva

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 13

Top Topics

Age Related Macular Degeneration

Change Detection

Watershed Segmentation

Top Venues

Publications

Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata
Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning. CoRR (2022)
Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata
Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning. Int. J. Appl. Earth Obs. Geoinformation 112 (2022)
Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata
Multi-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans. CoRR (2022)
Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata
Multi-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans. CVPR Workshops (2022)
Ekaterina Kalinicheva, Loïc Landrieu, Clément Mallet, Nesrine Chehata
Vegetation Stratum Occupancy Prediction from Airborne LiDAR 3D Point Clouds. CoRR (2021)
Ekaterina Kalinicheva, Jérémie Sublime, Maria Trocan
Unsupervised Satellite Image Time Series Clustering Using Object-Based Approaches and 3D Convolutional Autoencoder. Remote. Sens. 12 (11) (2020)
Guillaume Dupont, Ekaterina Kalinicheva, Jérémie Sublime, Florence Rossant, Michel Pâques
Unsupervised Change Detection Using Joint Autoencoders for Age-Related Macular Degeneration Progression. ICANN (2) (2020)
Ekaterina Kalinicheva, Dino Ienco, Jérémie Sublime, Maria Trocan
Unsupervised Change Detection Analysis in Satellite Image Time Series Using Deep Learning Combined With Graph-Based Approaches. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Guillaume Dupont, Ekaterina Kalinicheva, Jérémie Sublime, Florence Rossant, Michel Pâques
Analyzing Age-Related Macular Degeneration Progression in Patients with Geographic Atrophy Using Joint Autoencoders for Unsupervised Change Detection. J. Imaging 6 (7) (2020)
Ekaterina Kalinicheva, Jérémie Sublime, Maria Trocan
Object-Based Change Detection in Satellite Images Combined with Neural Network Autoencoder Feature Extraction. IPTA (2019)
Jérémie Sublime, Ekaterina Kalinicheva
Automatic Post-Disaster Damage Mapping Using Deep-Learning Techniques for Change Detection: Case Study of the Tohoku Tsunami. Remote. Sens. 11 (9) (2019)
Ekaterina Kalinicheva, Jérémie Sublime, Maria Trocan
Change Detection in Satellite Images Using Reconstruction Errors of Joint Autoencoders. ICANN (3) (2019)
Ekaterina Kalinicheva, Jérémie Sublime, Maria Trocan
Neural Network Autoencoder for Change Detection in Satellite Image Time Series. ICECS (2018)