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| | Preview | Author(s) | Title | Type | Issue Date |
| 1 | | Park, Yongsung ; Kropfreiter, Thomas ; Meyer, Florian ; Gerstoft, Peter | Single-hydrophone Bayesian matched-field geoacoustic inversion | Article Artikel  | Oct-2025 |
| 2 | | Bucco, Thomas John ; Hlawatsch, Franz | Tracking Multiple Extended Objects with a Latent Directional Group Structure: A Nonparametric Bayesian Learning Approach | Inproceedings Konferenzbeitrag | 26-Aug-2025 |
| 3 | | Ma, Clair ; Kropfreiter, Thomas ; Baggett, Lauren ; Baumann-Pickering, Simone ; Meyer, Florian | Automated Tracking of Beaked Whales with Integrated Track Smoothing and Stitching | Inproceedings Konferenzbeitrag | 26-Aug-2025 |
| 4 | | Matz, Gerald | Low-Complexity Reconstruction of Sampled Graph Signals in Local Graph Fourier Subspaces | Inproceedings Konferenzbeitrag | 29-Jul-2025 |
| 5 |  | Reingruber, Philipp ; Matz, Gerald | Tight local graph Fourier frames with finite support | Inproceedings Konferenzbeitrag   | 4-Apr-2025 |
| 6 | | Kalodikis, Dimitrios Maximilian ; Matz, Gerald | Graph Signal Processing for Compositional Data | Inproceedings Konferenzbeitrag | 4-Apr-2025 |
| 7 |  | Reingruber, Philipp ; Matz, Gerald | Efficient quantization and denoising using local graph Fourier frames | Inproceedings Konferenzbeitrag | 7-Mar-2025 |
| 8 | | Möderl, Jakob ; Leitinger, Erik ; Fleury, Bernard ; Pernkopf, Franz ; Witrisal, Klaus | Fast Variational Block-Sparse Bayesian Learning | Article Artikel | 2025 |
| 9 |  | Bucco, Thomas John ; Koliander, Günther ; Kreidl, Bernd ; Hlawatsch, Franz | Online Learning of Model Parameters and Object Classes in Extended Multiobject Tracking | Inproceedings Konferenzbeitrag | 11-Oct-2024 |
| 10 | | Matz, Gerald | Underspread Matters | Presentation Vortrag | 27-Sep-2024 |
| 11 |  | Kropfreiter, Thomas ; Meyer, Florian ; Crouse, David ; Coraluppi, Stefano ; Hlawatsch, Franz ; Willett, Peter | Track Coalescence and Repulsion in Multitarget Tracking: An Analysis of MHT, JPDA, and Belief Propagation Methods | Article Artikel | 28-Aug-2024 |
| 12 | | Grebien, Stefan ; Leitinger, Erik ; Witrisal, Klaus ; Fleury, Bernard | Super-Resolution Estimation of UWB Channels Including the Dense Component—An SBL-Inspired Approach | Article Artikel | Aug-2024 |
| 13 | | Matz, Gerald ; Kalodikis, Dimitrios Maximilian | Involution-based Graph Signal Processing | Presentation Vortrag | 24-Jun-2024 |
| 14 |  | Pichler, Georg ; Romanelli, Marco ; Manivannan, Divya Prakash ; Krishnamurthy, Prashanth ; Khorrami, Farshad ; Garg, Siddharth | On the (In)feasibility of ML Backdoor Detection as an Hypothesis Testing Problem | Inproceedings Konferenzbeitrag | 2-May-2024 |
| 15 |  | Altieri, Andres Oscar ; Romanelli, Marco ; Pichler, Georg ; Alberge, Florence ; Piantanida, Pablo | Beyond the Norms: Detecting Prediction Errors in Regression Models | Inproceedings Konferenzbeitrag | 2-May-2024 |
| 16 | | Matz, Gerald ; Hlawatsch, Franz ; Schwarz, Stefan ; Zseby, Tanja ; Fabini, Joachim | Maschinelles Lernen und Telekommunikation — Eine starke Allianz | Special Contribution Spezialbeitrag | Mar-2024 |
| 17 |  | Sausa, Erik ; Rajmic, P. ; Hlawatsch, Franz | Distributed Bayesian target tracking with reduced communication: Likelihood consensus 2.0 | Article Artikel | Feb-2024 |
| 18 | | Matz, Gerald | On Generalized Signature Graphs | Inproceedings Konferenzbeitrag | 2024 |
| 19 | | Leroy, Idyano ; Saucan, Augustin Alexandru ; Petetin, Yohan ; Clark, Daniel | An Analysis of the Mutual Information Upper Bound for Sensor-Subset Selection | Inproceedings Konferenzbeitrag | 2024 |
| 20 | | Hofer, Markus ; Löschenbrand, David ; Pasic, Faruk ; Radovic, Danilo ; Rainer, Benjamin ; Blumenstein, Jiri ; Mecklenbräuker, Christoph ; Sangodoyin, Seun ; Hammoud, Hussein ; Matz, Gerald ; Molisch, Andreas ; Zemen, Thomas | Similarity of Wireless Multiband Propagation in Urban Vehicular-to-Infrastructure Scenarios | Inproceedings Konferenzbeitrag | 2024 |
| 21 | | Šauša, Erik ; Rajmic, Pavel ; Hlawatsch, Franz | Likelihood Consensus 2.0: Reducing Interagent Communication in Distributed Bayesian Target Tracking | Inproceedings Konferenzbeitrag | 2024 |
| 22 | | Reingruber, Philipp ; Prüller, Richard ; Rupp, Markus | 26 GHz Channel Measurements in an Office Environment | Inproceedings Konferenzbeitrag | 2024 |
| 23 |  | Gaglione, Domenico ; Braca, Paolo ; Soldi, Giovanni ; Meyer, Florian ; Hem, Audun Gullikstad ; Brekke, Edmund ; Hlawatsch, Franz | Comments on “Variations of Joint Integrated Data Association with Radar and Target-Provided Measurements” | Article Artikel | Dec-2023 |
| 24 | | Pichler, Georg ; Romanelli, Marco ; Vega , Leonardo ; Piantanida, Pablo | Perfectly Accurate Membership Inference by a Dishonest Central Server in Federated Learning | Article Artikel | 20-Oct-2023 |
| 25 | | Del Grosso, Ganesh ; Pichler, Georg ; Palamidessi, Catuscia ; Piantanida, Pablo | Bounding information leakage in machine learning | Article Artikel | 14-May-2023 |
| 26 |  | Dorazil, Jan ; Fleury, Bernard Henri ; Hlawatsch, Franz | Bayesian Methods for Optical Flow Estimation Using a Variational Approximation, with Applications to Ultrasound | Inproceedings Konferenzbeitrag | May-2023 |
| 27 | | Matz, Gerald ; Verardo, Claudio ; Dittrich, Thomas | Efficient Learning of Balanced Signature Graphs | Inproceedings Konferenzbeitrag | 1-Jan-2023 |
| 28 | | Jonak, Martin ; Dorazil, Jan ; Kolařík, Martin ; Jezek, Stepan ; Burget, Radim ; Kotrlý, Marek | Forensic Comparison of Soil Particles Using Gaussian Mixture Models and Likelihood Ratio Test | Inproceedings Konferenzbeitrag | 2023 |
| 29 | | Kropfreiter, Thomas ; Meyer, Florian ; Hlawatsch, Franz | An Efficient Labeled/Unlabeled Random Finite Set Algorithm for Multiobject Tracking | Article Artikel | Dec-2022 |
| 30 | | Tauböck, Georg ; Rajbamshi, Shristi ; Balazs, Peter | Random Time-varying Filtering with Subsampling | Inproceedings Konferenzbeitrag | Oct-2022 |
| 31 | | Balazs, Peter ; Tauböck, Georg ; Rajbamshi, Shristi ; Holighaus, Nicki | Audio Inpainting | Inproceedings Konferenzbeitrag | Oct-2022 |
| 32 | | Del Grosso, Ganesh ; Jalalzai, Hamid ; Pichler, Georg ; Palamidessi, Catuscia ; Piantanida, Pablo | Leveraging Adversarial Examples To Quantify Membership Information Leakage | Inproceedings Konferenzbeitrag | Jun-2022 |
| 33 | | Dittrich, Thomas ; Matz, Gerald | A Linearly Constrained Power Iteration for Spectral Semi-Supervised Classification on Signed Graphs | Inproceedings Konferenzbeitrag | 22-May-2022 |
| 34 | | Matz, Gerald ; Dittrich, Thomas | Signature Graphs - Fundamentals, Learning, and Clustering | Inproceedings Konferenzbeitrag | 1-Jan-2022 |
| 35 | | Arambasic, Ljiljana ; Stoeva, Diana | Dual frames compensating for erasures -- non-canonical case | Preprint Preprint | 2022 |
| 36 | | Koliander, Günther ; El-Laham, Yousef ; Djurić, Petar M. ; Hlawatsch, Franz | Fusion of Probability Density Functions | Article Artikel | 2022 |
| 37 | | Gaglione, Domenico ; Braca, Paolo ; Soldi, Giovanni ; Meyer, Florian ; Hlawatsch, Franz ; Win, Moe | Fusion of Sensor Measurements and Target-Provided Information in Multitarget Tracking | Article Artikel | 2022 |
| 38 | | Dittrich, Thomas ; Matz, Gerald | Unsupervised Clustering on Signed Graphs with Unknown Number of Clusters | Konferenzbeitrag Inproceedings | 2021 |
| 39 | | Del Grosso, Ganesh ; Pichler, Georg ; Piantanida, Pablo | Privacy-Preserving Synthetic Smart Meters Data | Konferenzbeitrag Inproceedings | 2021 |
| 40 | | Dittrich, Thomas ; Matz, Gerald | A Maximum A Posteriori Relaxation For Clustering The Labeled Stochastic Block Model | Konferenzbeitrag Inproceedings | 2021 |
| 41 | | Koliander, Günther ; Pichler, Georg | Modelling the utility of group testing for public health surveillance | Artikel Article | 2021 |
| 42 | | Li, Tiancheng ; Hlawatsch, Franz | A Distributed Particle-PHD Filter Using Arithmetic-Average Fusion of Gaussian Mixture Parameters | Artikel Article | 2021 |
| 43 | | Coronel, Carmina ; Wiesmeyr, Christoph ; Garn, Heinrich ; Kohn, Bernhard ; Wimmer, Markus ; Mandl, Magdalena ; Glos, Martin ; Penzel, Thomas ; Klösch, Gerhard ; Stefanic-Kejik, Andrijana ; Böck, Marion ; Kaniusas, Eugenijus ; Seidel, Stefan | 3D Camera and pulse oximeter for respiratory events detection | Artikel Article | 2021 |
| 44 | | Dittrich, Thomas ; Matz, Gerald | Non-Convex Total Variation Minimization for Signed Graph Cut Clustering | Präsentation Presentation | 2021 |
| 45 | | Coronel, Carmina ; Wiesmeyr, Christoph ; Garn, Heinrich ; Kohn, Bernhard ; Naghibzadeh-Jalali, Anahid ; Schindler, Alexander ; Wimmer, Markus ; Mandl, Magdalena ; Glos, Martin ; Penzel, Thomas ; Klösch, Gerhard ; Stefanic-Kejik, Andrijana ; Böck, Marion ; Kaniusas, Eugenijus ; Seidel, Stefan | Comparison of PSG signals and respiratory movement signal via 3D camera in detecting sleep respiratory events by LSTM models | Konferenzbeitrag Inproceedings | 2020 |
| 46 | | Kropfreiter, Thomas ; Hlawatsch, Franz | A Probabilistic Label Association Algorithm for Distributed Labeled Multi-Bernoulli Filtering | Konferenzbeitrag Inproceedings | 2020 |
| 47 | | Görtz, Norbert ; Birgmeier, Stefan Christian | Sparse Measurement Matrices for Compressed-Sensing Recovery by Bayesian Approximate Message Passing | Konferenzbeitrag Inproceedings | 2020 |
| 48 | | Fischer, Robert F.H. ; Sippel, Carmen ; Goertz, Norbert | VAMP with Vector-Valued Diagonalization | Konferenzbeitrag Inproceedings | 2020 |
| 49 | | Matz, Gerald ; Dittrich, Thomas | Learning Signed Graphs from Data | Konferenzbeitrag Inproceedings | 2020 |
| 50 | | Dorazil, Jan ; Repp, Rene ; Kropfreiter, Thomas ; Prüller, Richard ; Riha, Kamil ; Hlawatsch, Franz | Feature Drift Resilient Tracking of The Carotid Artery Wall Using Unscented Kalman Filtering With Data Fusion | Konferenzbeitrag Inproceedings | 2020 |
| 51 | | Dittrich, Thomas ; Matz, Gerald | Signal Processing on Signed Graphs: Fundamentals and Potentials | Artikel Article | 2020 |
| 52 | | Gaglione, Domenico ; Soldi, Giovanni ; Meyer, Florian ; Hlawatsch, Franz ; Braca, Paolo ; Farina, Alfonso ; Win, Moe Z. | Bayesian information fusion and multitarget tracking for maritime situational awareness | Artikel Article | 2020 |
| 53 | | Berger, Peter ; Hannak, Gabor ; Matz, Gerald | Efficient graph learning from noisy and incomplete data | Artikel Article | 2020 |
| 54 | | Meidlinger, Michael ; Matz, Gerald ; Burg, Andreas | Design and Decoding of Irregular LDPC Codes Based on Discrete Message Passing | Artikel Article | 2020 |
| 55 | | Coronel, Carmina ; Wiesmeyr, Christoph ; Garn, Heinrich ; Kohn, Bernhard ; Wimmer, Markus ; Mandl, Magdalena ; Glos, Martin ; Penzel, Thomas ; Klösch, Gerhard ; Stefanic-Kejik, Andrijana ; Böck, Marion ; Kaniusas, Eugenijus ; Seidel, Stefan | Detection of respiratory events by respiratory effort and oxygen desaturation | Artikel Article | 2020 |
| 56 | | Gall, Markus ; Garn, Heinrich ; Kohn, Bernhard ; Bajic, Katharina ; Coronel, Carmina ; Seidel, Stefan ; Mandl, Magdalena ; Kaniusas, Eugenijus | Automated detection of movements during sleep using a 3D Time-of-Flight camera: Design and experimental evaluation | Artikel Article | 2020 |
| 57 | | Kropfreiter, Thomas ; Meyer, Florian ; Hlawatsch, Franz | A Fast Labeled Multi-Bernoulli Filter Using Belief Propagation | Artikel Article | 2020 |
| 58 | | Gaglione, Domenico ; Soldi, Giovanni ; Braca, Paolo ; De Magistris, Giovanni ; Meyer, Florian ; Hlawatsch, Franz | Classification-aided multitarget tracking using the sum-product algorithm | Artikel Article | 2020 |
| 59 | | Dorazil, Jan ; Repp, Rene ; Kropfreiter, Thomas ; Prüller, Richard ; Říha, Kamil ; Hlawatsch, Franz | Tracking carotid artery wall motion using an unscented Kalman filter and data fusion | Artikel Article | 2020 |
| 60 | | Pichler, Georg ; Dolz, Jose ; Ben Ayed, Ismail ; Piantanida, Pablo | On Direct Distribution Matching for Adapting Segmentation Networks | Präsentation Presentation | 2020 |
| 61 | | Coronel, C. ; Wiesmeyr, C. ; Garn, Heinrich ; Kohn, B. ; Wimmer, M. ; Mandl, M. ; Glos, M. ; Penzel, T. ; Klösch, G. ; Stefanic-Kejik, A. ; Böck, M. ; Kaniusas, Eugenijus ; Seidel, S. | Using respiratory effort and SpO₂ to detect respiratory events | Artikel Article | 1-Dec-2019 |
| 62 | | Birgmeier, Stefan C. ; Goertz, Norbert | Robust Approximate Message Passing for Nonzero-mean Sensing Matrices | Konferenzbeitrag Inproceedings | 2019 |
| 63 | | Birgmeier, Stefan Christian ; Görtz, Norbert | Approximate Message Passing for Joint Activity Detection and Decoding in Non-orthogonal CDMA | Konferenzbeitrag Inproceedings | 2019 |
| 64 | | Berger, Peter ; Dittrich, Thomas ; Matz, Gerald | Clustering on Dynamic Graphs based on Total Variation | Konferenzbeitrag Inproceedings | 2019 |
| 65 | | Berger, Peter ; Dittrich, Thomas ; Hannak, Gabor ; Matz, Gerald | Semi-supervised Multiclass Clustering Based on Signed Total Variation | Konferenzbeitrag Inproceedings | 2019 |
| 66 | | Dorazil, Jan ; Repp, Rene ; Kropfreiter, Thomas ; Prüller, Richard ; Riha, Kamil ; Hlawatsch, Franz | A Multitarget Tracking Method for Estimating Carotid Artery Wall Motion from Ultrasound Sequences | Konferenzbeitrag Inproceedings | 2019 |
| 67 | | Birgmeier, Stefan Christian ; Görtz, Norbert | Exploiting General Multi-Dimensional Priors in Compressed-Sensing Reconstruction | Konferenzbeitrag Inproceedings | 2019 |
| 68 | | Coronel, Carmina ; Wiesmeyr, Christoph ; Garn, Heinrich ; Kohn, Bernhard ; Wimmer, Markus ; Mandl, Magdalena ; Glos, Martin ; Penzel, Thomas ; Klösch, Gerhard ; Stefanic-Kejik, Andrijana ; Böck, Marion ; Kaniusas, Eugenijus ; Seidel, Stefan | Measurement of respiratory effort in sleep by 3D camera and respiratory inductance plethysmography : A comparison of two methods | Artikel Article | 2019 |
| 69 | | Soldi, Giovanni ; Gaglione, Domenico ; Meyer, Florian ; Hlawatsch, Franz ; Braca, Paolo ; Farina, Alfonso ; Z. Win, Moe | Heterogeneous Information Fusion for Multitarget Tracking Using the Sum-product Algorithm | Konferenzbeitrag Inproceedings | 2019 |
| 70 | | Papa, Giuseppe ; Repp, Rene ; Meyer, Florian ; Braca, Paolo ; Hlawatsch, Franz | Distributed Bernoulli filtering using likelihood consensus | Artikel Article | 2019 |
| 71 | | Matz, Gerald | Data Science by TV on the Graph | Präsentation Presentation | 2019 |
| 72 | | Li, Tiancheng ; Hlawatsch, Franz ; Djuric, Petar M. | Cardinality-consensus-based PHD filtering for distributed multitarget tracking | Artikel Article | 2019 |
| 73 | | Soldi, Giovanni ; Meyer, Florian ; Braca, Paolo ; Hlawatsch, Franz | Self-tuning algorithms for multisensor-multitarget tracking using belief propagation | Artikel Article | 2019 |
| 74 | | Leitinger, Erik ; Meyer, Florian ; Hlawatsch, Franz ; Witrisal, Klaus ; Tufvesson, Fredrik ; Win, Moe Z. | A belief propagation algorithm for multipath-based SLAM | Artikel Article | 2019 |
| 75 | | Berger, Peter ; Gröchenig, Karlheinz ; Matz, Gerald | Sampling and Reconstruction in Distinct Subspaces Using Oblique Projections | Artikel Article | 19-Jul-2018 |
| 76 | | Ghanaatian, Reza ; Balatsoukas-Stimming, Alexios ; Müller, Thomas Christoph ; Meidlinger, Michael ; Matz, Gerald ; Teman, Adam ; Burg, Andreas | A 588-Gb/s LDPC Decoder Based on Finite-Alphabet Message Passing | Artikel Article | Feb-2018 |
| 77 | | Sayed, A.H. ; Djuric, Petar ; Hlawatsch, Franz | Distributed Kalman and Particle Filtering | Buchbeitrag Book Contribution | 2018 |
| 78 | | Kropfreiter, Thomas ; Hlawatsch, Franz | Multiobject Tracking with Track Continuity: An Efficient Random Finite Set Based Algorithm | Konferenzbeitrag Inproceedings | 2018 |
| 79 | | Repp, Rene ; Papa, Giuseppe ; Meyer, Florian ; Braca, Paolo ; Hlawatsch, Franz | A Distributed Bernoulli Filter Based on Likelihood Consensus with Adaptive Pruning | Konferenzbeitrag Inproceedings | 2018 |
| 80 | | Repp, Rene ; Rajmic, Pavel ; Meyer, Florian ; Hlawatsch, Franz | Target Tracking Using a Distributed Particle-Pda Filter With Sparsity-Promoting Likelihood Consensus | Konferenzbeitrag Inproceedings | 2018 |
| 81 | | Fereydooni, Mehdi ; Sabaei, Masoud ; Dehghan, Mehdi ; Babazadeh Eslamlou, Gita ; Rupp, Markus | Analytical Evaluation of Heterogeneous Cellular Networks Under Flexible User Association and Frequency Reuse | Artikel Article | 2018 |
| 82 | | Pichler, Georg ; Piantanida, Pablo ; Matz, Gerald | Dictator Functions Maximize Mutual Information | Artikel Article | 2018 |
| 83 | | Říha, Kamil ; Zukal, Martin ; Hlawatsch, Franz | Analysis of carotid artery transverse sections in long ultrasound video sequences | Artikel Article | 2018 |
| 84 | | Hannak, Gabor ; Perelli, Alessandro ; Goertz, Norbert ; Matz, Gerald ; Davies, Mike E. | Performance Analysis of Approximate Message Passing for Distributed Compressed Sensing | Artikel Article | 2018 |
| 85 | | Pichler, Georg ; Piantanida, Pablo ; Matz, Gerald | Distributed Information-Theoretic Clustering | Artikel Article | 2018 |
| 86 | | Meyer, Florian ; Kropfreiter, Thomas ; Williams, Jason L. ; Lau, Roslyn ; Hlawatsch, Franz ; Braca, Paolo ; Win, Moe Z. | Message Passing Algorithms for Scalable Multitarget Tracking | Artikel Article | 2018 |
| 87 | | Meyer, Florian ; Etzlinger, Bernhard ; Liu, Zhenyu ; Hlawatsch, Franz ; Win, Moe Z. | A Scalable Algorithm for Network Localization and Synchronization | Artikel Article | 2018 |
| 88 | | Koliander, Gunther ; Schuhmacher, Dominic ; Hlawatsch, Franz | Rate-distortion theory of finite point processes | Artikel Article | 2018 |
| 89 | | Birgmeier, Stefan Christian ; Görtz, Norbert | Optimizing Approximate Message Passing for Variable Measurement Noise | Konferenzbeitrag Inproceedings | 2018 |
| 90 | | Hannak, Gabor ; Perelli, Alessandro ; Matz, Gerald ; Davies, Mike E- ; Görtz, Norbert | Performance Analysis of Approximate Message Passing for Distributed Compressed Sensing | Konferenzbeitrag Inproceedings | 2018 |
| 91 | | Berger, Peter ; Dittrich, Thomas ; Matz, Gerald | Semi-supervised clustering based on signed total variation | Konferenzbeitrag Inproceedings | 2018 |
| 92 | | Berger, Peter ; Buchacher, Manfred ; Hannak, Gabor ; Matz, Gerald | Graph Learning based on Total Variation Minimization | Konferenzbeitrag Inproceedings | 2018 |
| 93 | | Musa, Osman ; Jung, Peter ; Goertz, Norbert | Generalized Approximate Message Passing for Unlimited Sampling of Sparse Signals | Konferenzbeitrag Inproceedings | 2018 |
| 94 | | Pichler, Georg ; Koliander, Gunther | Information Bottleneck on General Alphabets | Konferenzbeitrag Inproceedings | 2018 |
| 95 | | Repp, Rene ; Koliander, Gunther ; Meyer, Florian ; Hlawatsch, Franz | Local detection and estimation of multiple objects from images with overlapping observation areas | Konferenzbeitrag Inproceedings | 2017 |
| 96 | | Görtz, Norbert | Sampled Graph-Signals: Iterative Recovery with an Analytic Error Bound | Konferenzbeitrag Inproceedings | 2017 |
| 97 | | Eslamlou, Gita Babazadeh ; Jung, Alexander ; Goertz, Norbert | Smooth graph signal recovery via efficient Laplacian solvers | Konferenzbeitrag Inproceedings | 2017 |
| 98 | | Meyer, Florian ; Braca, Paolo ; Willett, Peter ; Hlawatsch, Franz | A scalable algorithm for tracking an unknown number of targets using multiple sensors | Artikel Article | 2017 |
| 99 | | Etzlinger, Bernhard ; Meyer, Florian ; Hlawatsch, Franz ; Springer, Andreas ; Wymeersch, Henk | Cooperative simultaneous localization and synchronization in mobile agent networks | Artikel Article | 2017 |
| 100 | | Berger, Peter ; Hannak, Gabor ; Matz, Gerald | Graph Signal Recovery via Primal-Dual Algorithms for Total Variation Minimization | Artikel Article | 2017 |
