Nikos Deligiannis

Compressed Sensing With Prior Information: Strategies, Geometry, and Bounds

João F. C. Mota, Nikos Deligiannis, Miguel R. D. Rodrigues · IEEE Transactions on Information Theory · 2017 · 167 citations · Full text

Sparse Representation, Engineering, Information Theory +13

Hourglass-ShapeNetwork Based Semantic Segmentation for High Resolution Aerial Imagery

Yü Liu, Duc Minh Nguyen, Nikos Deligiannis et al. · Remote Sensing · 2017 · 144 citations · Full text

Convolutional Neural Network, High Resolution Images, Machine Learning +18

Decentralized Time-Synchronized Channel Swapping for Ad Hoc Wireless Networks

George Smart, Nikos Deligiannis, Rosario Surace et al. · IEEE Transactions on Vehicular Technology · 2015 · 76 citations

Engineering, Time-synchronized Channel Swapping, Distributed Coordination +11

Graph-Deep-Learning-Based Inference of Fine-Grained Air Quality From Mobile IoT Sensors

Tien Huu, Evaggelia Tsiligianni, Xuening Qin et al. · IEEE Internet of Things Journal · 2020 · 50 citations

Geometric Learning, Environmental Monitoring, Machine Learning +20

DeepFPC: A deep unfolded network for sparse signal recovery from 1-Bit measurements with application to DOA estimation

Peng Xiao, Bin Liao, Nikos Deligiannis · Signal Processing · 2020 · 45 citations

Sparse Representation, Sparse Imaging, Machine Learning +14