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Journal Publications

2020

I. Marivani, E. Tsiligianni, B. Cornelis and N. Deligiannis, “Multimodal Deep Unfolding for Guided Image Super-Resolution,” IEEE Transactions on Image Processing, vol. 29, pp. 8443-8456, Aug. 2020.

M. Komorowski, I. Picone, T. Do, N. Deligiannis and G. Bekoulis, “POLICY BRIEF #36: COVID-19 information on Social Media in Europe: A threat or a blessing?,” SMIT policy briefs, vol. 36, pp. 4, Jun. 2020.

P. Xiao, B. Liao and N. Deligiannis, “DeepFPC: A Deep Unfolded Network for Sparse Signal Recovery from 1-Bit Measurements With Application to DOA Estimation,” Signal Processing, vol. 176, pp. 1-8, 2020.

T. Do, E. Tsiligianni, X. Qin, J. Hofman, V. Panzica La Manna, W. Philips and N. Deligiannis, “Graph-Deep-Learning-Based Inference of Fine-Grained Air Quality From Mobile IoT Sensors,” IEEE Internet of Things Journal, vol. 7, no. 9, pp. 8943-8955, Jun. 2020.

2019

A. Minh Truong, W. Philips, N. Deligiannis, L. Abrahamyan and J. Guan, “Automatic Multi-Camera Extrinsic Parameter Calibration Based on Pedestrian Torsors,” Sensors (Switzerland), vol. 19, pp. 1, 2019.

D. Nguyen, R. Calderbank and N. Deligiannis, “Geometric Matrix Completion with Deep Conditional Random Fields,” IEEE Transactions on Neural Networks and Learning Systems, pp. 1-15, 2019.

E. Cristofani, B. Lauwens, V. Marijke, J. Stiens and N. Deligiannis, “Online Sequential Compressed Sensing with Multiple Information for Through-the-Wall Radar Imaging,” IEEE Sensors Journal, vol. 19, no. 11, pp. 4138-4148, 2019.

E. Tsiligianni and N. Deligiannis, “Deep coupled-representation learning for sparse linear inverse problems with side information,” IEEE Signal Processing Letters, vol. 26, no. 12, pp. 1768-1772, Dec. 2019.

P. Song, X. Deng, J. Mota, N. Deligiannis, P. Luigi Dragotti and M. Rodrigues, “Multimodal Image Super-resolution via Joint Sparse Representations induced by Coupled Dictionaries,” IEEE Transactions on Computational Imaging, pp. 1, 2019.

2018

D. Nguyen, E. Tsiligianni and N. Deligiannis, “Learning Discrete Matrix Factorization Models,” IEEE Signal Processing Letters, vol. 25, no. 5, pp. 720-724, May. 2018.

E. Cristofani, H. Van Luong, J. Stiens and N. Deligiannis, “Compressed sensing mm-wave SAR for non-destructive testing applications using multiple weighted side information,” Sensors (Switzerland), vol. 18, no. 6, pp. 17, Jun. 2018.

E. Cristofani, S. Lambot, J. Stiens and N. Deligiannis, “Random Subsampling and Data Preconditioning for Ground Penetrating Radars,” IEEE Access, vol. 6, no. 04506, pp. 26866-26880, May. 2018.

H. Van Luong, N. Deligiannis, J. Seiler, S. Forchhammer and A. Kaup, “Compressive Online Robust Principal Component Analysis via n-l ₁ Minimization,” IEEE Transactions on Image Processing, vol. 27, no. 9, pp. 4314 - 4329, Sep. 2018.

H. Van Luong, N. Deligiannis, J. Seiler, S. Forchhammer and A. Kaup, “Sparse signal recovery with multiple prior information: algorithm and measurement bounds,” Signal Processing, vol. 152, pp. 417–428, Nov. 2018.

M. Komorowski, T. Do and N. Deligiannis, “Twitter data analysis for studying communities of practice in the media industry,” Telematics and Informatics, vol. 35, no. 1, pp. 195-212, Apr. 2018.

2017

N. Deligiannis, J. Mota, B. Cornelis, M. Rodrigues and I. Daubechies, “Multi-Modal Dictionary Learning for Image Separation With Application In Art Investigation,” IEEE Transactions on Image Processing, vol. 26, no. 2, pp. 751-764, Feb. 2017.

N. Deligiannis, J. Mota, E. Zimos and M. Rodrigues, “Heterogeneous networked data recovery from compressive measurements using a copula prior,” IEEE Transactions on Communications, vol. 65, no. 12, pp. 5333-5347, Dec. 2017.

C. Manuel Garcia Algora, A. Reguera Vitalio, N. Deligiannis and K. Steenhaut, “Review and Classification of Multichannel MAC Protocols for Low-Power and Lossy Networks,” IEEE Access, vol. 5, no. 99, pp. 19536-19561, Sep. 2017.

E. Zimos, D. Toumpakaris, A. Munteanu and N. Deligiannis, “Multiterminal Source Coding with Copula Regression for Wireless Sensor Networks Gathering Diverse Data,” IEEE Sensors Journal, vol. 17, no. 1, pp. 139-150, Jan. 2017.

J. Mota, N. Deligiannis and M. Rodrigues, “Compressed sensing with prior Information: Strategies, geometry, and bounds,” IEEE Transactions on Information Theory, vol. 63, no. 7, pp. 4472-4496, Jul. 2017.

S. Bettens, C. Schretter, N. Deligiannis and P. Schelkens, “Bounds and Conditions for Compressive Digital Holography Using Wavelet Sparsifying Bases,” IEEE Transactions on Computational Imaging, vol. 3, no. 4, pp. 592-604, Oct. 2017.

X. Xie, I. Semanjski, S. Gautama, E. Tsiligianni, N. Deligiannis, R. Thilak Rajan, F. Pasveer and W. Philips, “A Review of Urban Air Pollution Monitoring and Exposure Assessment Methods,” ISPRS International Journal of Geo-Information, vol. 6, no. 12, pp. 1-21, Dec. 2017.

Y. Liu, D. Nguyen, N. Deligiannis, W. Ding and A. Munteanu, “Hourglass-ShapeNetwork Based Semantic Segmentation for High Resolution Aerial Imagery,” Remote Sensing, vol. 9, no. 6, pp. 24, May. 2017.

2016

A. Sechelea, A. Munteanu, S. Cheng and N. Deligiannis, “On the rate-distortion function for binary source coding with side information,” IEEE Transactions on Communications, vol. 64, no. 12, pp. 5203-5216, Dec. 2016.

G. Smart, N. Deligiannis, R. Surace, V. Loscri, G. Fortino and Y. Andreopoulos, “Decentralized time-synchronized channel swapping for ad hoc wireless networks,” IEEE Transactions on Vehicular Technology, vol. 65, no. 10, pp. 8538 - 8553, Oct. 2016.

J. Hanca, N. Deligiannis and A. Munteanu, “Real-time distributed video coding for 1K-pixel visual sensor networks,” Journal of Electronic Imaging, vol. 25, no. 4, pp. 14, May. 2016.

J. Mota, N. Deligiannis, A. Sankaranarayanan, V. Cevher and M. Rodrigues, “Adaptive-rate reconstruction of time-varying signals with application in compressive foreground extraction,” IEEE Transactions on Signal Processing, vol. 64, no. 14, pp. 3651-3666, Jul. 2016.

2015

N. Deligiannis, E. Zimos, D. Mihai Ofrim, Y. Andreopoulos and A. Munteanu, “Distributed Joint Source-Channel Coding With Copula-Function-Based Correlation Modeling for Wireless Sensors Measuring Temperature,” IEEE Sensors Journal, vol. 15, no. 8, pp. 4496-4507, Aug. 2015.

N. Deligiannis, J. Mota, G. Smart and Y. Andreopoulos, “Fast Desynchronization For Decentralized Multichannel Medium Access Control,” IEEE Transactions on Communications, vol. 63, no. 9, pp. 3336-3349, Sep. 2015.

2014

N. Deligiannis, A. Munteanu, S. Wang, S. Cheng and P. Schelkens, “Maximum Likelihood Laplacian Correlation Channel Estimation in Layered Wyner-Ziv Coding,” IEEE Transactions on Signal Processing, vol. 62, pp. 892-904, Feb. 2014.

N. Deligiannis, A. Sechelea, A. Munteanu and S. Cheng, “The No-Rate-Loss Property of Wyner-Ziv Coding in the Z-Channel Correlation Case,” Communications Letters, IEEE, vol. 18, no. 10, pp. 1675-1678, Oct. 2014.

N. Deligiannis, F. Verbist, J. Slowack, R. Van De Walle, P. Schelkens and A. Munteanu, “Progressively refined Wyner-Ziv video coding for visual sensors,” ACM Transactions on Sensor Networks, vol. 10, no. 2, pp. 34, Jan. 2014.

2013

F. Verbist, N. Deligiannis, S. Mahmood Satti, P. Schelkens and A. Munteanu, “Encoder-driven rate control and mode decision for distributed video coding,” EURASIP Journal on Advances in Signal Processing, vol. 2013, pp. 25, Oct. 2013.

2012

N. Deligiannis, F. Verbist, A. C. Lossifides, J. Slowack, R. Van De Walle, P. Schelkens and A. Munteanu, “Wyner-Ziv video coding for wireless lightweight multimedia applications,” EURASIP Journal on Wireless Communications and Networking, vol. 2012, no. 1, pp. 106, Jun. 2012.

N. Deligiannis, J. Barbarien, M. Jacobs, A. Munteanu, A. Skodras and P. Schelkens, “Side-information dependent correlation channel estimation in hash-based distributed video coding,” IEEE Transactions on Image Processing, vol. 21, no. April 2012, pp. 1934-1949, Apr. 2012.

F. Verbist, N. Deligiannis, M. Jacobs, J. Barbarien, P. Schelkens and A. Munteanu, “Maximum likelihood motion compensation for distributed video coding,” Integrated Computer-Aided Engineering, vol. 19, no. 3, pp. 215-227, 2012.

F. Verbist, N. Deligiannis, M. Jacobs, J. Barbarien, P. Schelkens, A. Munteanu and J. Cornelis, “Probabilistic motion-compensated prediction in distributed video coding,” Multimedia Tools and Applications, vol. 61, pp. 26, Feb. 2012.

J. Skorupa, J. Slowack, S. Mys, N. Deligiannis, J. De Cock, P. Lambert, C. Grecos, A. Munteanu and R. Van De Walle, “Efficient low-delay distributed video coding,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 22, no. April 2012, pp. 530-544, Apr. 2012.

J. Slowack, J. Skorupa, N. Deligiannis, P. Lambert, A. Munteanu and R. Van De Walle, “Distributed video coding with feedback channel constraints,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 22, no. July 2012, pp. 1014-1026, Jul. 2012.

S. Mahmood Satti, N. Deligiannis, A. Munteanu, P. Schelkens and J. Cornelis, “Symmetric Scalable Multiple Description Scalar Quantization,” IEEE Transactions on Signal Processing, vol. 60, no. July 2012, pp. 3628-3643, Jul. 2012.

S. Mys, J. Slowack, J. Skorupa, N. Deligiannis, P. Lambert, A. Munteanu and R. Van De Walle, “Decoder-driven mode decision in a block-based distributed video codec,” Multimedia Tools and Applications, vol. 58, no. May 2012, pp. 239-266, May. 2012.

2010

N. Deligiannis and S. Louvros, “Hybrid TOA-AOA location positioning techniques in GSM networks,” Wireless Personal Communications, vol. 54, pp. 321-348, Jul. 2010.

J. Skorupa, J. Slowack, S. Mys, N. Deligiannis, J. De Cock, P. Lambert, A. Munteanu and R. Van De Walle, “Exploiting quantization and spatial correlation in virtual-noise modeling for distributed video coding,” Signal Processing: Image Communication, vol. 25, no. 9, pp. 674-686, Oct. 2010.

J. Slowack, S. Mys, J. Skorupa, N. Deligiannis, P. Lambert, A. Munteanu and R. Van De Walle, “Rate-distortion driven decoder-side bitplane mode decision for distributed video coding,” Signal Processing: Image Communication, vol. 25, no. 9, pp. 660-673, Oct. 2010.

2009

N. Deligiannis, A. Munteanu, T. Clerckx, J. Cornelis and P. Schelkens, “Overlapped block motion estimation and probabilistic compensation with application in distributed video coding,” IEEE Signal Processing Letters, vol. 16, pp. 743-746, Sep. 2009.

Conference Publications

2020

E. Rodrigo, D. Nguyen and N. Deligiannis, “Temporal Collaborative Filtering with Graph Convolutional Neural Networks,” in International Conference on Pattern Recognition (ICPR), 2020.

X. Yang, G. Bekoulis and N. Deligiannis, “imec-ETRO-VUB at W-NUT 2020 Shared Task-3: A Multilabel BERT-based system for predicting COVID-19 events,” in Conference on Empirical Methods in Natural Language Processing (and forerunners) (2020), Association for Computational Linguistics, Nov. 2020, pp. 9.

H. Van Luong, B. Joseph Joukovsky, Y. Eldar and N. Deligiannis, “A Deep-Unfolded Reference-Based RPCA Network For Video Foreground-Background Separation,” in 28th European Signal Processing Conference, Oct. 2020, pp. 5.

I. Marivani, E. Tsiligianni, B. Cornelis and N. Deligiannis, “Designing CNNs for Multimodal Image Super-Resolution via the Method of Multipliers,” in 28th European Signal Processing Conference, IEEE, 2020, pp. 5.

I. Marivani, E. Tsiligianni, B. Cornelis and N. Deligiannis, “Joint Image Super-Resolution Via Recurrent Convolutional Neural Networks With Coupled Sparse Priors,” in IEEE International Conference on Image Processing, IEEE, 2020, pp. 5.

J. Hofman, M. Nikolaou, T. Do, X. Qin, E. Rodrigo, W. Philips, N. Deligiannis and V. Panzica La Manna, “Mapping Air Quality in IoT Cities: Cloud Calibration and Air Quality Inference of Sensor Data,” in IEEE SENSORS 2020, IEEE, Oct. 2020, pp. 4.

T. Do, E. Rodrigo, X. Qin, J. Hofman, M. Nikolaou, V. Panzica La Manna, W. Philips and N. Deligiannis, “Deep-Learning-based Hyperlocal Air Quality Monitoring for Smart Cities,” in 10th International Congress on Environmental Modelling and Software (iEMSs 2020), Sep. 2020.

T. Do, D. Nguyen and N. Deligiannis, “Graph Auto-encoder For Graph Signal Denoising,” in 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, May. 2020, pp. 5.

2019

A. Minh Truong, W. Philips, J. Guan, N. Deligiannis and L. Abrahamyan, “Automatic extrinsic calibration of camera networks based on pedestrians,” in International Conference on Distributed Smart Cameras, 2019, pp. 6.

D. Nguyen, T. Do, R. Calderbank and N. Deligiannis, “Fake news detection using deep Markov random fields,” in Annual Conference of the North American Chapter of the Association for Computational Linguistics, 2019, pp. 10.

H. Le, H. Van Luong and N. Deligiannis, “Designing recurrent neural networks by unfolding an L1-L1 minimization algorithm,” in IEEE International Conference on Image Processing, 2019, pp. 5.

I. Marivani, E. Tsiligianni, B. Cornelis and N. Deligiannis, “Learned multimodal convolutional sparse coding for guided image super-resolution,” in IEEE International Conference on Image Processing (ICIP) 2019, 2019, pp. 5.

I. Marivani, E. Tsiligianni, B. Cornelis and N. Deligiannis, “Multimodal image super-resolution via deep unfolding with side Information,” in European Signal Processing Conference (EUSIPCO) 2019, 2019, pp. 5.

S. Vanden Broucke and N. Deligiannis, “Visualization of real-time heterogeneous smart city data using virtual reality,” in IEEE International Smart Cities Conference, 2019, pp. 6.

S. Vanden Broucke, T. Do and N. Deligiannis, “BRUBIKE: A dataset of bicycle traffic and weather conditions for predicting cycling flow,” in IEEE International Smart Cities Conference, 2019, pp. 6.

T. Do, D. Nguyen and N. Deligiannis, “Rumour detection via news propagation dynamics and user representation learning,” in IEEE Data Science Workshop, Jul. 2019, pp. 5.

T. Do, D. Nguyen, E. Tsiligianni, A. Lopez Aguirre, V. Panzica La Manna, F. Pasveer, W. Philips and N. Deligiannis, “Matrix Completion with Variational Graph Autoencoders: Application in Hyperlocal Air Quality Inference,” in 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, IEEE, Apr. 2019, pp. 5.

X. Qin, L. Platisa, T. Do, E. Tsiligianni, J. Hofman, V. Panzica La Manna, N. Deligiannis and W. Philips, “Context-based analysis of urban air quality using an opportunistic mobile sensor network,” in EAI International Conference on Sensor Systems and Software - S-CUBE 2019, 2019, pp. 18.

2018

D. Nguyen, E. Tsiligianni and N. Deligiannis, “Deep learning sparse ternary projections for compressed sensing of images,” in IEEE Global Conference on Signal and Information Processing, IEEE, Mar. 2018, pp. 5.

D. Nguyen, E. Tsiligianni and N. Deligiannis, “Extendable Neural Matrix Completion,” in IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, Sep. 2018, pp. 5.

D. Nguyen, E. Tsiligianni, R. Calderbank and N. Deligiannis, “Regularizing autoencoder-based matrix completion models via manifold learning,” in 2018 26th European Signal Processing Conference, EUSIPCO 2018, Nov. 2018, pp. 5.

E. Cristofani, O. Mahfoudia, X. Neyt, F. Horlin, N. Deligiannis, J. Stiens and M. Vandewal, “Exploring Side Information for DVB-t-based Passive Radars,” in URSI Benelux Forum 2018, URSI, Jan. 2018, pp. 1.

E. Zimos, J. Mota, E. Tsiligianni, M. Rodrigues and N. Deligiannis, “Data aggregation and recovery for the internet of things: A compressive demixing approach,” in 2018 IEEE Wireless Communications and Networking Conference, WCNC 2018, Jun. 2018, pp. 6.

H. Van Luong, N. Deligiannis, S. Forchhammer and A. Kaup, “Compressive online decomposition of dynamic signals via n-l1 minimization with clustered priors,” in IEEE Statistical Signal Processing Workshop, 2018, pp. 5.

H. Van Luong, N. Deligiannis, S. Forchhammer and A. Kaup, “Online decomposition of compressive streaming data using n-l1 cluster-weighted minimization,” in Data Compression Conference, 2018, pp. 10.

M. Becquaert, E. Cristofani, M. Vandewal, J. Stiens and N. Deligiannis, “Online Sequential Compressed Sensing with Weighted Multiple Side Information for Through the Wall Imaging,” in URSI Benelux Forum 2018, URSI, Jan. 2018, pp. 5.

T. Do, D. Nguyen, E. Tsiligianni, B. Cornelis and N. Deligiannis, “Twitter User Geolocation using Deep Multiview Learning,” in IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, Apr. 2018, pp. 5.

2017

E. Cristofani, O. Mahfoudia, M. Becquaert, X. Neyt, F. Horlin, N. Deligiannis, J. Stiens and M. Vandewal, “Compressive Sensing and DVB-T-Based Passive Coherent Location,” in 26th URSI Benelux Forum, URSI, Feb. 2017, pp. 2.

H. Van Luong, N. Deligiannis, J. Seiler, S. Forchhammer and A. Kaup, “Compressive online robust principle component analysis with multiple prior information,” in IEEE Global Conference on Signal and Information Processing, Nov. 2017, pp. 5.

J. Mota, E. Tsiligianni and N. Deligiannis, “A framework for learning affine transformations for multimodal sparse reconstruction,” in SPIE Wavelets and Sparsity XVII, SPIE, Aug. 2017, pp. 12.

J. Mota, L. Weizman, N. Deligiannis, Y. Eldar and M. Rodrigues, “Reweighted L1-norm minimization with guarantees: An incremental measurement approach to sparse reconstruction,” in Signal Processing with Adaptive Sparse Structured Representations Workshop, Jun. 2017, pp. 2.

M. Becquaert, E. Cristofani, M. Vandewal, J. Stiens and N. Deligiannis, “Compressed Sensing SAR Through-the-Wall Imaging with Side Information,” in 26th URSI Benelux Forum, URSI, Feb. 2017, pp. 2.

M. Rodrigues, N. Deligiannis, L. Lai and Y. Eldar, “Rate-distortion trade-offs in acquisition of signal parameters,” in IEEE International Conference on Acoustics, Speech, and Signal Processing, Jun. 2017, pp. 5.

2016

N. Deligiannis, J. Mota, B. Cornelis, M. Rodrigues and I. Daubechies, “X-ray image separation via coupled dictionary learning,” in IEEE International Conference on Image Processing (ICIP), 2016, IEEE, 2016, pp. 5.

A. Sechelea, A. Munteanu, A. Pizurica and N. Deligiannis, “Achievability of the rate-distortion function in binary uniform source coding with side information,” in IEEE International Conference on Telecommunications, IEEE, May. 2016, pp. 4.

A. Sechelea, A. Munteanu, S. Cheng and N. Deligiannis, “The rate loss in binary source coding with decoder side information,” in IEEE Data Compression Conference DCC 2016, IEEE, Mar. 2016, pp. 1.

A. Sechelea, T. Do, E. Zimos and N. Deligiannis, “Twitter Data Clustering and Visualization,” in International Conference on Telecommunications ཌ, May. 2016, pp. 5.

E. Cristofani, G. Pandey, N. Deligiannis and J. Stiens, “Compressed sensing and defect-based dictionaries for characteristics extraction in mm-wave non-destructive testing,” in International Conference on Infrared, Millimeter and Terahertz Wave, IEEE, 2016, pp. 2.

E. Zimos, J. Mota, M. Rodrigues and N. Deligiannis, “Bayesian Compressed Sensing with Heterogeneous Side Information,” in IEEE Data Compression Conference DCC 2016, 2016, pp. 10.

E. Zimos, J. Mota, M. Rodrigues and N. Deligiannis, “Internet-of-Things Data Aggregation Using Compressed Sensing with Side Information,” in International Conference on Telecommunications ཌ, IEEE, May. 2016, pp. 5.

H. Von Luong, N. Deligiannis, S. Forchhammer and A. Kaup, “Distributed coding of multiview sparse sources with joint recovery,” in 32nd Picture Coding Symposium, 2016, pp. 5.

J. Mota, L. Weizman, N. Deligiannis, Y. Eldar and M. Rodrigues, “Reference-based compressed sensing: A sample complexity approach,” in IEEE International Conference on Acoustics, Speech, and Signal Processing: ICASSP 2016., 2016, pp. 5.

M. Becquaert, E. Cristofani, G. Pandey, M. Vandewal, J. Stiens and N. Deligiannis, “Compressed sensing mm-wave SAR for non-destructive testing applications using side information,” in 2016 IEEE Radar Conference, RadarConf 2016, IEEE, May. 2016, pp. 5.

P. Song, J. Mota, N. Deligiannis and M. Rodrigues, “Coupled dictionary learning for multimodal image super-resolution,” in GlobalSIPཌ, IEEE, 2016, pp. 162.

P. Song, J. Mota, N. Deligiannis and M. Rodrigues, “Measurement matrix design for compressive sensing with side information at the encoder,” in 2016 IEEE Workshop on Statistical Signal Processing (SSP 2016), IEEE, 2016, pp. 5.

2015

N. Deligiannis, J. Mota, G. Smart and Y. Andreopoulos, “Decentralized multichannel medium access control: viewing desynchronization as a convex optimization method,” in the 14th International Conference on Information Processing in Sensor Networks, Association for Computing Machinery (ACM), Apr. 2015, pp. 12.

A. Sechelea, S. Cheng, A. Munteanu and N. Deligiannis, “Binary Rate Distortion With Side Information: The Asymmetric Correlation Channel Case,” in GlobalSIP 2015, Dec. 2015, pp. 5.

G. Smart, N. Deligiannis, J. Mota and Y. Andreopoulos, “Decentralized time-synchronized channel swapping,” in the 14th International Conference on Information Processing in Sensor Networks, 2015, pp. 2.

J. Hanca, N. Deligiannis and A. Munteanu, “Demo: Real-Time Distributed Video Coding Simulator for 1K-Pixel Visual Sensor,” in 9th ACM International Conference on Distributed Smart Cameras, ACM, Sep. 2015, pp. 2.

J. Mota, N. Deligiannis, A. Sankaranarayanan, V. Cevher and M. Rodrigues, “Dynamic sparse state estimation using L1-L1 minimization: Adaptive-rate measurement bounds, algorithms and applications,” in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2015, pp. 5.

V. Giotsas, N. Deligiannis, P. Fisher and Y. Andreopoulos, “Perceptual video quality estimation by regression with myopic experts,” in 2015 Seventh International Workshop on Quality of Multimedia Experience (QoMEX), IEEE, 2015, pp. 6.

2014

B. Ceulemans, S. Mahmood Satti, N. Deligiannis, F. Verbist and A. Munteanu, “Embedded Cross-Decoding Scheme for Multiple Description Based Distributed Source Coding,” in 22nd European Signal Processing Conference, EUSIPCO 2014, IEEE, 2014, pp. 5.

2013

F. Verbist, N. Deligiannis, W. Chen, P. Schelkens and A. Munteanu, “Transform-domain Wyner-Ziv video coding for 1K-pixel visual sensors,” in ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC2013, IEEE, Nov. 2013, pp. 6.

G. Braeckman, W. Chen, J. Hanca, N. Deligiannis, F. Verbist and A. Munteanu, “Demo: Intra-frame compression for 1K-pixel visual sensors,” in Distributed Smart Cameras (ICDSC), 2013 Seventh International Conference on, IEEE, Oct. 2013, pp. 3.

J. Hanca, F. Verbist, N. Deligiannis, R. Kleihorst and A. Munteanu, “Demo: Depth estimation for 1K-pixel stereo visual sensors,” in Distributed Smart Cameras (ICDSC), 2013 Seventh International Conference on, IEEE, Oct. 2013, pp. 3.

J. Lievens, S. Mahmood Satti, N. Deligiannis, P. Schelkens and A. Munteanu, “Optimized Segmentation of H.264/AVC Video for HTTP Adaptive Streaming,” in Optimized Segmentation of H.264/AVC Video for HTTP Adaptive Streaming, May. 2013, pp. 6.

S. Wang, X. Jiang, L. Cui, W. Dai, N. Deligiannis, P. Li, H. Xiong, S. Cheng and L. Ohno-Machado, “Genome Sequence Compression with Distributed Source Coding,” in Data Compression Conference (DCC), 2013, IEEE Computer Society Press, 2013, pp. 1.

W. Chen, F. Verbist, N. Deligiannis, P. Schelkens and A. Munteanu, “Efficient intra-frame video coding for low-resolution wireless visual sensors,” in 18th International Conference on Digital Signal Processing (DSP 2013), IEEE, Jul. 2013, pp. 6.

2012

N. Deligiannis, F. Verbist, J. Slowack, R. Van De Walle, P. Schelkens and A. Munteanu, “Joint successive correlation estimation and side information refinement in distributed video coding,” in 20th European Signal Processing Conference (EUSIPCO-2012), IEEE, Aug. 2012, pp. 5.

D. Ioan Sacaleanu, R. Stoian, D. Mihai Ofrim and N. Deligiannis, “Compression scheme for increasing the lifetime of wireless intelligent sensor networks,” in 20th European Signal Processing Conference, IEEE, Aug. 2012, pp. 5.

F. Verbist, N. Deligiannis, S. Mahmood Satti, A. Munteanu and P. Schelkens, “Iterative Wyner-Ziv decoding and successive side-information refinement in feedback channel-free hash-based distributed video coding,” in SPIE, Applications of Digital Image Processing: Volume XXXV, Aug. 2012.

J. Slowack, N. Deligiannis, P. Lambert, A. Munteanu and R. Van De Walle, “Feedback-constrained Wyner-Ziv video coding,” in Picture Coding Symposium, PCS 2012, IEEE, May. 2012, pp. 4.

S. Mahmood Satti, N. Deligiannis, A. Munteanu, P. Schelkens and J. Cornelis, “An Optimization Algorithm for Scalable Multiple Description Scalar Quantizers,” in 2012 International Symposium on Information Theory and its Applications (ISITA2012), Oct. 2012.

2011

N. Deligiannis, F. Verbist, J. Barbarien, J. Slowack, R. Van De Walle, P. Schelkens and A. Munteanu, “Distributed coding of endoscopic video,” in IEEE International Conference on Image Processing, ICIP2011, IEEE Signal Processing Society, Sep. 2011, pp. 4.

N. Deligiannis, M. Jacobs, F. Verbist, J. Slowack, J. Barbarien, R. Van De Walle, P. Schelkens and A. Munteanu, “Efficient hash-driven Wyner-Ziv video coding for visual sensors,” in ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC2011, Aug. 2011.

N. Deligiannis, M. Jacobs, J. Barbarien, F. Verbist, J. Skorupa, R. Van De Walle, A. Skodras, P. Schelkens and A. Munteanu, “Joint DC coefficient band decoding and motion estimation in Wyner-Ziv video coding,” in IEEE International Conference on Digital Signal Processing, DSP 2011, Corfu, Greece: IEEE Signal Processing Society, Jul. 2011, pp. 6.

F. Verbist, N. Deligiannis, M. Jacobs, J. Barbarien, P. Schelkens and A. Munteanu, “A statistical approach to create side information in distributed video coding,” in ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC2011, IEEE, Aug. 2011.

F. Verbist, N. Deligiannis, M. Jacobs, J. Barbarien, P. Schelkens, A. Munteanu and J. Cornelis, “A probabilistic predictor for side information generation in distributed video coding,” in IEEE International Conference on Digital Signal Processing, DSP 2011, Corfu, Greece: IEEE Signal Processing Society, Jul. 2011.

F. Verbist, N. Deligiannis, M. Jacobs, J. Barbarien, P. Schelkens, A. Munteanu and J. Cornelis, “Maximum likelihood estimation for the generation of side information in distributed video coding,” in 18th International Conference on Systems, Signals and Image Processing (IWSSIP2011), Jun. 2011, pp. 4.

J. Slowack, J. Skorupa, N. Deligiannis, P. Lambert, A. Munteanu and R. Van De Walle, “Intra-WZ quantization mismatch in distributed video coding,” in IEEE International Conference on Image Processing, ICIP2011, IEEE Signal Processing Society, Sep. 2011, pp. 4.

M. Jacobs, N. Deligiannis, F. Verbist, J. Slowack, J. Barbarien, R. Van De Walle, P. Schelkens and A. Munteanu, “Demo: Distributed video coding applications in wireless multimedia sensor networks,” in ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC2011, IEEE, Aug. 2011, pp. 2.

S. Mahmood Satti, N. Deligiannis, A. Munteanu, P. Schelkens and J. Cornelis, “A Model-Based Analysis of Scalable Multiple Description Coding,” in IEEE International Conference on Digital Signal Processing, DSP 2011, Corfu, Greece: IEEE Signal Processing Society, Jul. 2011.

2010

J. Skorupa, J. De Cock, J. Slowack, S. Mys, N. Deligiannis, P. Lambert, A. Munteanu and R. Van De Walle, “Correlation modeling with decoder-side quantization distortion estimation for distributed video coding,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, IEEE, Dec. 2010.

J. Slowack, S. Mys, J. Skorupa, N. Deligiannis, P. Lambert, A. Munteanu and R. Van De Walle, “Bitplane intra coding with decoder-side mode decision in distributed video coding,” in IEEE International Conference on Image Processing (ICIP 2010), IEEE, Sep. 2010, pp. 4.

2009

N. Deligiannis, A. Munteanu, P. Schelkens and J. Cornelis, “Feedback channel free pixel-domain distributed video coding,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, Mar. 2009, pp. 4.

N. Deligiannis, A. Munteanu, T. Clerckx, J. Cornelis and P. Schelkens, “Correlation channel estimation in pixel-domain distributed video coding,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, IEEE, May. 2009, pp. 4.

N. Deligiannis, A. Munteanu, T. Clerckx, J. Cornelis and P. Schelkens, “On the Side-Information Dependency of the Temporal Correlation in Wyner-Ziv Video Coding,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, IEEE Signal Processing Society, Apr. 2009, pp. 4.

N. Deligiannis, A. Munteanu, T. Clerckx, J. Cornelis and P. Schelkens, “Spatial-domain unidirectional DVC with side-information dependent correlation channel estimation,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, IEEE, Jul. 2009, pp. 4.

N. Deligiannis, A. Munteanu, T. Clerckx, P. Schelkens and J. Cornelis, “Modeling the correlation noise in spatial domain distributed video coding,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, IEEE Computer Society Press, 2009, pp. 1.

Book Publications

2017

N. Deligiannis and S. Louvros, “Distributed Data Aggregation and Compression for 5G Virtual RAN IoT Sensor Applications,” in 5G Radio Access Networks: Centralized RAN, Cloud-RAN and Virtualization of Small Cells, Firsted., CRC Press, Feb. 2017, pp. 36.

S. Louvros and N. Deligiannis, “5G Virtual RAN uplink cell planning cross layer design to support massive Sensor Network Services,” in 5G Radio Access Network (RAN) - Centralized RAN, Cloud-RAN and Virtualization of Small Cells, Firsted., CRC Press, Feb. 2017, pp. 24.

2011

J. Slowack, J. Skorupa, S. Mys, N. Deligiannis, P. Lambert, A. Munteanu and R. Van De Walle, “Correlation Noise Estimation in Distributed Video Coding,” in Effective Video Coding for Multimedia Applications, InTech, Apr. 2011, pp. 24.

2010

J. Slowack, J. Skorupa, S. Mys, N. Deligiannis, P. Lambert, A. Munteanu and R. Van De Walle, “Compensating for motion estimation inaccuracies in distributed video coding,” in Lecture Notes in Computer Science, Springer Verlag, Aug. 2010, pp. 9.