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2020 – today
- 2023
[c167]Bogdan Ionescu, Henning Müller, Ana-Maria Dragulinescu, Wen-wai Yim, Asma Ben Abacha, Neal Snider, Griffin Adams, Meliha Yetisgen, Johannes Rückert, Alba García Seco de Herrera, Christoph M. Friedrich, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Steven Alexander Hicks, Michael A. Riegler, Vajira Thambawita, Andrea M. Storås, Pål Halvorsen, Nikolaos Papachrysos, Johanna Schöler, Debesh Jha, Alexandra-Georgiana Andrei, Ioan Coman, Vassili Kovalev, Ahmedkhan Radzhabov, Yuri Prokopchuk, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Mihai Dogariu, Jérôme Deshayes, Adrian Popescu:
Overview of the ImageCLEF 2023: Multimedia Retrieval in Medical, Social Media and Internet Applications. CLEF 2023: 370-396- [c166]Andrei Cosmin Jitaru, Bogdan Ionescu:
High Density Crowd Scene Detection in Untrimmed Streaming Videos for Surveillance Purpose. ECAI 2023: 1-6 - [c165]Bogdan Ionescu, Henning Müller, Ana-Maria Claudia Dragulinescu, Adrian Popescu, Ahmad Idrissi-Yaghir
, Alba García Seco de Herrera, Alexandra Andrei, Alexandru Stan, Andrea M. Storås, Asma Ben Abacha, Christoph M. Friedrich, George Ioannidis, Griffin Adams, Henning Schäfer, Hugo Manguinhas, Ihar Filipovich, Ioan Coman, Jérôme Deshayes, Johanna Schöler, Johannes Rückert, Liviu-Daniel Stefan, Louise Bloch, Meliha Yetisgen, Michael A. Riegler, Mihai Dogariu, Mihai Gabriel Constantin, Neal Snider, Nikolaos Papachrysos, Pål Halvorsen, Raphael Brüngel, Serge Kozlovski, Steven Hicks, Thomas de Lange, Vajira Thambawita, Vassili Kovalev, Wen-wai Yim:
ImageCLEF 2023 Highlight: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications. ECIR (3) 2023: 557-567 - [c164]Dan-Cristian Stanciu, Bogdan Ionescu:
Autoencoder-based Data Augmentation for Deepfake Detection. MAD@ICMR 2023: 19-27 - [c163]Luca Cuccovillo, Bogdan Ionescu, Giorgos Kordopatis-Zilos, Symeon Papadopoulos, Adrian Popescu:
MAD '23 Workshop: Multimedia AI against Disinformation. ICMR 2023: 676-677 - [c162]Mircea Trifan, Bogdan Ionescu, Dan Ionescu:
A Combined Finite State Machine and PlantUML Approach to Machine Learning Applications. SACI 2023: 631-636 - 2022
- [j29]Mihai Gabriel Constantin, Liviu-Daniel Stefan, Bogdan Ionescu, Claire-Hélène Demarty, Mats Sjöberg, Markus Schedl, Guillaume Gravier:
Affect in Multimedia: Benchmarking Violent Scenes Detection. IEEE Trans. Affect. Comput. 13(1): 347-366 (2022) - [j28]Mihai Dogariu, Liviu-Daniel Stefan, Bogdan Andrei Boteanu, Claudiu Lamba, Bomi Kim, Bogdan Ionescu:
Generation of Realistic Synthetic Financial Time-series. ACM Trans. Multim. Comput. Commun. Appl. 18(4): 96:1-96:27 (2022) - [c161]Bogdan Ionescu, Henning Müller, Renaud Péteri, Johannes Rückert, Asma Ben Abacha, Alba Garcia Seco de Herrera, Christoph M. Friedrich, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Serge Kozlovski, Yashin Dicente Cid, Vassili Kovalev, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Mihai Dogariu, Adrian Popescu, Jérôme Deshayes-Chossart, Hugo Schindler, Jon Chamberlain, Antonio Campello, Adrian F. Clark:
Overview of the ImageCLEF 2022: Multimedia Retrieval in Medical, Social Media and Nature Applications. CLEF 2022: 541-564 - [c160]Adrian Popescu, Jérôme Deshayes-Chossart, Hugo Schindler, Bogdan Ionescu:
Overview of the ImageCLEF 2022 Aware Task. CLEF (Working Notes) 2022: 1329-1338 - [c159]Liviu-Daniel Stefan, Mihai Gabriel Constantin, Mihai Dogariu, Bogdan Ionescu:
Overview of ImageCLEFfusion 2022 Task - Ensembling Methods for Media Interestingness Prediction and Result Diversification. CLEF (Working Notes) 2022: 1339-1346 - [c158]Mihai Gabriel Constantin, Liviu-Daniel Stefan, Mihai Dogariu, Bogdan Ionescu:
AIMultimediaLab at ImageCLEFfusion 2022: DeepFusion Methods for Ensembling in Diverse Scenarios. CLEF (Working Notes) 2022: 1374-1380 - [c157]Alba Garcia Seco de Herrera, Bogdan Ionescu, Henning Müller, Renaud Péteri, Asma Ben Abacha, Christoph M. Friedrich, Johannes Rückert, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Serge Kozlovski, Yashin Dicente Cid, Vassili Kovalev, Jon Chamberlain, Adrian F. Clark, Antonio Campello, Hugo Schindler, Jérôme Deshayes, Adrian Popescu, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Mihai Dogariu:
ImageCLEF 2022: Multimedia Retrieval in Medical, Nature, Fusion, and Internet Applications. ECIR (2) 2022: 382-389 - [c156]Alexandra-Maria Tautan, Elias P. Casula, Ilaria Borghi, Michele Maiella, Sonia Bonnì, Marilena Minei, Martina Assogna, Bogdan Ionescu, Giacomo Koch, Emiliano Santarnecchi:
Preliminary study on the impact of EEG density on TMS-EEG classification in Alzheimer's disease. EMBC 2022: 394-397 - [c155]Alexandra-Maria Tautan, Elias P. Casula, Ilaria Borghi, Michele Maiella, Sonia Bonnì, Marilena Minei, Martina Assogna, Bogdan Ionescu, Giacomo Koch, Emiliano Santarnecchi:
Characterizing TMS-EEG perturbation indexes using signal energy: initial study on Alzheimer's Disease classification. EMBC 2022: 398-401 - [c154]Mihai Gabriel Constantin, Bogdan Ionescu:
Two-Stage Spatio- Temporal Vision Transformer for the Detection of Violent Scenes. COMM 2022: 1-5 - [c153]Andrei Cosmin Jitaru, Cosmina-Elena Barbu, Bogdan Ionescu:
Deep Learning-based Object Searching and Reporting for Aerial Surveillance Systems. COMM 2022: 1-7 - [c152]Dan-Cristian Stanciu, Bogdan Ionescu:
Uncovering the Strength of Capsule Networks in Deepfake Detection. MAD@ICMR 2022: 69-77 - [c151]Bogdan Ionescu, Giorgos Kordopatis-Zilos, Adrian Popescu, Luca Cuccovillo, Symeon Papadopoulos:
MAD '22 Workshop: Multimedia AI against Disinformation. ICMR 2022: 688-689 - [c150]Mircea Trifan, Bogdan Ionescu, Dan Ionescu:
A Deep Learning Method for Sentence Embeddings Based on Hadamard Matrix Encodings. SACI 2022: 111-116 - [c149]Satya Chandrashekhar Ayyalasomayajula, Bogdan Ionescu, Mircea Trifan, Dan Ionescu:
A Multimodal Deep Learning Approach to Emotion Detection and Identification. SACI 2022: 135-142 - [c148]Adrian Popescu, Liviu-Daniel Stefan, Jérôme Deshayes-Chossart, Bogdan Ionescu:
Face Verification with Challenging Imposters and Diversified Demographics. WACV 2022: 1151-1160 - [e10]Bogdan Ionescu, Giorgos Kordopatis-Zilos, Symeon Papadopoulos, Adrian Popescu, Luca Cuccovillo:
MAD@ICMR 2022: Proceedings of the 1st International Workshop on Multimedia AI against Disinformation, Newark, NJ, USA, June 27 - 30, 2022. ACM 2022, ISBN 978-1-4503-9242-6 [contents] - [i9]Alexandra-Maria Tautan, Elias P. Casula, Ilaria Borghi, Michele Maiella, Sonia Bonnì, Marilena Minei, Martina Assogna, Bogdan Ionescu, Giacomo Koch, Emiliano Santarnecchi:
Characterizing TMS-EEG perturbation indexes using signal energy: initial study on Alzheimer's Disease classification. CoRR abs/2205.03241 (2022) - [i8]Alexandra-Maria Tautan, Elias P. Casula, Ilaria Borghi, Michele Maiella, Sonia Bonnì, Marilena Minei, Martina Assogna, Bogdan Ionescu, Giacomo Koch, Emiliano Santarnecchi:
Preliminary study on the impact of EEG density on TMS-EEG classification in Alzheimer's disease. CoRR abs/2206.07492 (2022) - [i7]Alba Garcia Seco de Herrera, Mihai Gabriel Constantin, Claire-Hélène Demarty, Camilo Fosco, Sebastian Halder, Graham Healy, Bogdan Ionescu, Ana Matran-Fernandez, Alan F. Smeaton, Mushfika Sultana, Lorin Sweeney:
Experiences from the MediaEval Predicting Media Memorability Task. CoRR abs/2212.03955 (2022) - [i6]Lorin Sweeney, Mihai Gabriel Constantin, Claire-Hélène Demarty, Camilo Fosco, Alba Garcia Seco de Herrera, Sebastian Halder, Graham Healy, Bogdan Ionescu, Ana Matran-Fernandez, Alan F. Smeaton, Mushfika Sultana:
Overview of The MediaEval 2022 Predicting Video Memorability Task. CoRR abs/2212.06516 (2022) - 2021
- [j27]Alexandra-Maria Tautan, Bogdan Ionescu, Emiliano Santarnecchi:
Artificial intelligence in neurodegenerative diseases: A review of available tools with a focus on machine learning techniques. Artif. Intell. Medicine 117: 102081 (2021) - [j26]Mihai Gabriel Constantin, Liviu-Daniel Stefan, Bogdan Ionescu, Ngoc Q. K. Duong, Claire-Hélène Demarty, Mats Sjöberg:
Visual Interestingness Prediction: A Benchmark Framework and Literature Review. Int. J. Comput. Vis. 129(5): 1526-1550 (2021) - [j25]K. Selçuk Candan, Guglielmo Faggioli, Nicola Ferro, Lorraine Goeuriot, Bogdan Ionescu, Alexis Joly, Birger Larsen, Maria Maistro, Henning Müller, Florina Piroi:
Report on the 12th conference and labs of the evaluation forum (CLEF 2021): experimental IR meets multilinguality, multimodality, and interaction. SIGIR Forum 55(2): 15:1-15:12 (2021) - [j24]Bogdan Ionescu, Maia Rohm, Bogdan Boteanu, Alexandru-Lucian Gînsca, Mihai Lupu, Henning Müller:
Benchmarking Image Retrieval Diversification Techniques for Social Media. IEEE Trans. Multim. 23: 677-691 (2021) - [c147]Bogdan Ionescu, Henning Müller, Renaud Péteri, Asma Ben Abacha, Mourad Sarrouti, Dina Demner-Fushman, Sadid A. Hasan, Serge Kozlovski, Vitali Liauchuk, Yashin Dicente Cid, Vassili Kovalev, Obioma Pelka, Alba García Seco de Herrera, Janadhip Jacutprakart, Christoph M. Friedrich, Raul Berari, Andrei Tauteanu, Dimitri Fichou, Paul Brie, Mihai Dogariu, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Jon Chamberlain, Antonio Campello, Adrian F. Clark, Thomas Oliver, Hassan Moustahfid, Adrian Popescu, Jerome Deshayes-Chossart:
Overview of the ImageCLEF 2021: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications. CLEF 2021: 345-370 - [c146]Raul Berari, Andrei Tauteanu, Dimitri Fichou, Paul Brie, Mihai Dogariu, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Bogdan Ionescu:
Overview of the 2021 ImageCLEFdrawnUI Task: Detection and Recognition of Hand Drawn and Digital Website UIs. CLEF (Working Notes) 2021: 1121-1132 - [c145]Bogdan Ionescu, Henning Müller, Renaud Péteri, Asma Ben Abacha, Dina Demner-Fushman, Sadid A. Hasan, Mourad Sarrouti, Obioma Pelka, Christoph M. Friedrich, Alba Garcia Seco de Herrera, Janadhip Jacutprakart, Vassili Kovalev, Serge Kozlovski, Vitali Liauchuk, Yashin Dicente Cid, Jon Chamberlain, Adrian F. Clark, Antonio Campello, Hassan Moustahfid, Thomas Oliver, Abigail Schulz, Paul Brie, Raul Berari, Dimitri Fichou, Andrei Tauteanu, Mihai Dogariu, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Jérôme Deshayes, Adrian Popescu:
The 2021 ImageCLEF Benchmark: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications. ECIR (2) 2021: 616-623 - [c144]Mihai Dogariu, Liviu-Daniel Stefan, Bogdan Andrei Boteanu, Claudiu Lamba, Bogdan Ionescu:
Towards Realistic Financial Time Series Generation via Generative Adversarial Learning. EUSIPCO 2021: 1341-1345 - [c143]Cristian Gadea, Bogdan Ionescu, Dan Ionescu:
Demo: A FSM Approach to Web Collaboration. ICDCS 2021: 1120-1121 - [c142]Mihai Gabriel Constantin, Bogdan Ionescu:
Using Vision Transformers and Memorable Moments for the Prediction of Video Memorability. MediaEval 2021 - [c141]Rukiye Savran Kiziltepe, Mihai Gabriel Constantin, Claire-Hélène Demarty, Graham Healy, Camilo Fosco, Alba García Seco de Herrera, Sebastian Halder, Bogdan Ionescu, Ana Matran-Fernandez, Alan F. Smeaton, Lorin Sweeney:
Overview of The MediaEval 2021 Predicting Media Memorability Task. MediaEval 2021 - [c140]Mihai Gabriel Constantin, Liviu-Daniel Stefan, Bogdan Ionescu:
DeepFusion: Deep Ensembles for Domain Independent System Fusion. MMM (1) 2021: 240-252 - [c139]Satya Chandrashekhar Ayyalasomayajula, Bogdan Ionescu, Dan Ionescu:
A CNN Approach to Micro-Expressions Detection. SACI 2021: 345-350 - [e9]K. Selçuk Candan, Bogdan Ionescu, Lorraine Goeuriot, Birger Larsen, Henning Müller, Alexis Joly, Maria Maistro, Florina Piroi, Guglielmo Faggioli, Nicola Ferro:
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 12th International Conference of the CLEF Association, CLEF 2021, Virtual Event, September 21-24, 2021, Proceedings. Lecture Notes in Computer Science 12880, Springer 2021, ISBN 978-3-030-85250-4 [contents] - [i5]Adrian Popescu, Liviu-Daniel Stefan, Jérôme Deshayes-Chossart, Bogdan Ionescu:
Face Verification with Challenging Imposters and Diversified Demographics. CoRR abs/2110.08667 (2021) - [i4]Rukiye Savran Kiziltepe, Lorin Sweeney, Mihai Gabriel Constantin, Faiyaz Doctor, Alba Garcia Seco de Herrera, Claire-Hélène Demarty, Graham Healy, Bogdan Ionescu, Alan F. Smeaton:
An Annotated Video Dataset for Computing Video Memorability. CoRR abs/2112.02303 (2021) - [i3]Rukiye Savran Kiziltepe, Mihai Gabriel Constantin, Claire-Hélène Demarty, Graham Healy, Camilo Fosco, Alba Garcia Seco de Herrera, Sebastian Halder, Bogdan Ionescu, Ana Matran-Fernandez, Alan F. Smeaton, Lorin Sweeney:
Overview of The MediaEval 2021 Predicting Media Memorability Task. CoRR abs/2112.05982 (2021) - 2020
- [j23]Bogdan Ionescu, Marian Ghenescu, Florin Rastoceanu, Razvan Roman, Marian Buric:
Artificial Intelligence Fights Crime and Terrorism at a New Level. IEEE Multim. 27(2): 55-61 (2020) - [c138]Dimitri Fichou, Raul Berari, Paul Brie, Mihai Dogariu, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Bogdan Ionescu:
Overview of the 2020 ImageCLEFdrawnUI Task: Detection and Recognition of Hand Drawn Website UIs. CLEF (Working Notes) 2020 - [c137]Bogdan Ionescu, Henning Müller, Renaud Péteri, Asma Ben Abacha, Vivek V. Datla, Sadid A. Hasan, Dina Demner-Fushman, Serge Kozlovski, Vitali Liauchuk, Yashin Dicente Cid, Vassili Kovalev, Obioma Pelka, Christoph M. Friedrich, Alba García Seco de Herrera, Van-Tu Ninh, Tu-Khiem Le, Liting Zhou, Luca Piras, Michael Riegler, Pål Halvorsen, Minh-Triet Tran, Mathias Lux, Cathal Gurrin, Duc-Tien Dang-Nguyen, Jon Chamberlain, Adrian F. Clark, Antonio Campello, Dimitri Fichou, Raul Berari, Paul Brie, Mihai Dogariu, Liviu-Daniel Stefan, Mihai Gabriel Constantin:
Overview of the ImageCLEF 2020: Multimedia Retrieval in Medical, Lifelogging, Nature, and Internet Applications. CLEF 2020: 311-341 - [c136]Bogdan Ionescu, Henning Müller, Renaud Péteri, Duc-Tien Dang-Nguyen, Liting Zhou, Luca Piras, Michael Riegler, Pål Halvorsen, Minh-Triet Tran, Mathias Lux, Cathal Gurrin, Jon Chamberlain, Adrian F. Clark, Antonio Campello, Alba Garcia Seco de Herrera, Asma Ben Abacha, Vivek V. Datla, Sadid A. Hasan, Joey Liu, Dina Demner-Fushman, Obioma Pelka, Christoph M. Friedrich, Yashin Dicente Cid, Serge Kozlovski, Vitali Liauchuk, Vassili Kovalev, Raul Berari, Paul Brie, Dimitri Fichou, Mihai Dogariu, Liviu-Daniel Stefan, Mihai Gabriel Constantin:
ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Internet Applications. ECIR (2) 2020: 533-541 - [c135]Alexandra-Maria Tautan, Alessandro C. Rossi, Ruben de Francisco, Bogdan Ionescu:
Automatic Sleep Stage Detection: A Study on the Influence of Various PSG Input Signals. EMBC 2020: 5330-5334 - [c134]Mihai Dogariu, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Bogdan Ionescu:
Human-Object Interaction: Application to Abandoned Luggage Detection in Video Surveillance Scenarios. COMM 2020: 157-160 - [c133]Liviu-Daniel Stefan, Seila Abdulamit, Mihai Dogariu, Mihai Gabriel Constantin, Bogdan Ionescu:
Deep Learning-based Person Search with Visual Attention Embedding. COMM 2020: 303-308 - [c132]Alba García Seco de Herrera, Rukiye Savran Kiziltepe, Jon Chamberlain, Mihai Gabriel Constantin, Claire-Hélène Demarty, Faiyaz Doctor, Bogdan Ionescu, Alan F. Smeaton:
Overview of MediaEval 2020 Predicting Media Memorability Task: What Makes a Video Memorable? MediaEval 2020 - [c131]Liviu-Daniel Stefan, Mihai Gabriel Constantin, Bogdan Ionescu:
System Fusion with Deep Ensembles. ICMR 2020: 256-260 - [c130]Andrei Cosmin Jitaru, Seila Abdulamit, Bogdan Ionescu:
LRRo: a lip reading data set for the under-resourced romanian language. MMSys 2020: 267-272 - [c129]Cristian Gadea, Bogdan Ionescu, Dan Ionescu:
A Control Loop-based Algorithm for Operational Transformation. SACI 2020: 247-254 - [i2]Alba García Seco de Herrera, Rukiye Savran Kiziltepe, Jon Chamberlain, Mihai Gabriel Constantin, Claire-Hélène Demarty, Faiyaz Doctor, Bogdan Ionescu, Alan F. Smeaton:
Overview of MediaEval 2020 Predicting Media Memorability Task: What Makes a Video Memorable? CoRR abs/2012.15650 (2020)
2010 – 2019
- 2019
- [j22]Mihai Gabriel Constantin, Miriam Redi, Gloria Zen, Bogdan Ionescu:
Computational Understanding of Visual Interestingness Beyond Semantics: Literature Survey and Analysis of Covariates. ACM Comput. Surv. 52(2): 25:1-25:37 (2019) - [j21]Yashar Deldjoo, Maurizio Ferrari Dacrema, Mihai Gabriel Constantin, Hamid Eghbal-zadeh, Stefano Cereda, Markus Schedl, Bogdan Ionescu, Paolo Cremonesi:
Movie genome: alleviating new item cold start in movie recommendation. User Model. User Adapt. Interact. 29(2): 291-343 (2019) - [c128]Mihai Dogariu, Bogdan Ionescu:
Multimedia Lab @ ImageCLEF 2019 Lifelog Moment Retrieval Task. CLEF (Working Notes) 2019 - [c127]Bogdan Ionescu, Henning Müller, Renaud Péteri, Yashin Dicente Cid, Vitali Liauchuk, Vassili Kovalev, Dzmitri Klimuk, Aleh Tarasau, Asma Ben Abacha, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Dina Demner-Fushman, Duc-Tien Dang-Nguyen, Luca Piras, Michael Riegler, Minh-Triet Tran, Mathias Lux, Cathal Gurrin, Obioma Pelka, Christoph M. Friedrich, Alba Garcia Seco de Herrera, Narciso García, Ergina Kavallieratou, Carlos Roberto del-Blanco, Carlos Cuevas, Nikos Vasilopoulos, Konstantinos Karampidis, Jon Chamberlain, Adrian F. Clark, Antonio Campello:
ImageCLEF 2019: Multimedia Retrieval in Medicine, Lifelogging, Security and Nature. CLEF 2019: 358-386 - [c126]Marius D. Cordea, Bogdan Ionescu, Cristian Gadea, Dan Ionescu:
DynFace: A Multi-label, Dynamic-Margin-Softmax Face Recognition Model. CVC (1) 2019: 535-550 - [c125]Bogdan Ionescu, Henning Müller, Renaud Péteri, Duc-Tien Dang-Nguyen, Luca Piras, Michael Riegler, Minh-Triet Tran, Mathias Lux, Cathal Gurrin, Yashin Dicente Cid, Vitali Liauchuk, Vassili Kovalev, Asma Ben Abacha, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Dina Demner-Fushman, Obioma Pelka, Christoph M. Friedrich, Jon Chamberlain, Adrian F. Clark, Alba Garcia Seco de Herrera, Narciso García, Ergina Kavallieratou, Carlos Roberto del-Blanco, Carlos Cuevas, Nikos Vasilopoulos, Konstantinos Karampidis:
ImageCLEF 2019: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications. ECIR (2) 2019: 301-308 - [c124]Alexandra-Maria Tautan, Mihai Dogariu, Bogdan Ionescu:
Detection of Epileptic Seizures using Unsupervised Learning Techniques for Feature Extraction. EMBC 2019: 2377-2381 - [c123]Mihai Gabriel Constantin, Bogdan Ionescu, Claire-Hélène Demarty, Ngoc Q. K. Duong, Xavier Alameda-Pineda, Mats Sjöberg:
The Predicting Media Memorability Task at MediaEval 2019. MediaEval 2019 - [c122]Mihai Gabriel Constantin, Chen Kang, Gabriela Dinu, Frédéric Dufaux, Giuseppe Valenzise, Bogdan Ionescu:
Using Aesthetics and Action Recognition-Based Networks for the Prediction of Media Memorability. MediaEval 2019 - 2018
- [c121]Mihai Dogariu, Bogdan Ionescu:
Multimedia Lab @ ImageCLEF 2018 Lifelog Moment Retrieval Task. CLEF (Working Notes) 2018 - [c120]Bogdan Ionescu, Henning Müller, Mauricio Villegas, Alba Garcia Seco de Herrera, Carsten Eickhoff, Vincent Andrearczyk, Yashin Dicente Cid, Vitali Liauchuk, Vassili Kovalev, Sadid A. Hasan, Yuan Ling, Oladimeji Farri, Joey Liu, Matthew P. Lungren, Duc-Tien Dang-Nguyen, Luca Piras, Michael Riegler, Liting Zhou, Mathias Lux, Cathal Gurrin:
Overview of ImageCLEF 2018: Challenges, Datasets and Evaluation. CLEF 2018: 309-334 - [c119]Cristian Gadea, Bogdan Ionescu, Dan Ionescu:
New Algorithms and Methods for Collaborative Co-Editing Using HTML DOM Synchronization. CIC 2018: 217-226 - [c118]Filip Drobnjakovic, Jeffrey B. Douangpaseuth, Cristian Gadea, Meesam Haider, Dan Ionescu, Bogdan Ionescu, Lucas Poon:
Fusing data from inertial measurement units and a 3D camera for body tracking. I2MTC 2018: 1-6 - [c117]Gabriela Ramírez-de-la-Rosa, Esaú Villatoro, Bogdan Ionescu, Hugo Jair Escalante, Sergio Escalera, Martha A. Larson, Henning Müller, Isabelle Guyon:
Overview of the Multimedia Information Processing for Personality & Social Networks Analysis Contest. CVAUI/IWCF/MIPPSNA@ICPR 2018: 127-139 - [c116]Romain Cohendet, Claire-Hélène Demarty, Ngoc Q. K. Duong, Mats Sjöberg, Bogdan Ionescu, Thanh-Toan Do:
MediaEval 2018: Predicting Media Memorability. MediaEval 2018 - [c115]Yashar Deldjoo, Mihai Gabriel Constantin, Athanasios Dritsas, Bogdan Ionescu, Markus Schedl:
The MediaEval 2018 Movie Recommendation Task: Recommending Movies Using Content. MediaEval 2018 - [c114]Maia Rohm, Bogdan Ionescu, Alexandru-Lucian Gînsca, Rodrygo L. T. Santos, Henning Müller:
Subdiv17: a dataset for investigating subjectivity in the visual diversification of image search results. MMSys 2018: 444-449 - [c113]Yashar Deldjoo, Mihai Gabriel Constantin, Bogdan Ionescu, Markus Schedl, Paolo Cremonesi:
MMTF-14K: a multifaceted movie trailer feature dataset for recommendation and retrieval. MMSys 2018: 450-455 - [c112]Yashar Deldjoo, Mihai Gabriel Constantin, Hamid Eghbal-Zadeh, Bogdan Ionescu, Markus Schedl, Paolo Cremonesi:
Audio-visual encoding of multimedia content for enhancing movie recommendations. RecSys 2018: 455-459 - [c111]Cristian Gadea, Bogdan Ionescu, Dan Ionescu:
Modeling and Simulation of an Operational Transformation Algorithm Using Finite State Machines. SACI 2018: 119-124 - [d1]Maia Rohm, Bogdan Ionescu, Alexandru-Lucian Gînsca, Rodrygo L. T. Santos, Henning Müller:
SubDiv17: A Dataset for Investigating Subjectivity in the Visual Diversification of Image Search Results. Zenodo, 2018
- [i1]Romain Cohendet, Claire-Hélène Demarty, Ngoc Q. K. Duong, Mats Sjöberg, Bogdan Ionescu, Thanh-Toan Do, France Rennes:
MediaEval 2018: Predicting Media Memorability Task. CoRR abs/1807.01052 (2018) - 2017
- [j20]Martha A. Larson, Mohammad Soleymani, Guillaume Gravier, Bogdan Ionescu, Gareth J. F. Jones:
The Benchmarking Initiative for Multimedia Evaluation: MediaEval 2016. IEEE Multim. 24(1): 93-96 (2017) - [j19]Bogdan Boteanu, Ionut Mironica, Bogdan Ionescu:
Pseudo-relevance feedback diversification of social image retrieval results. Multim. Tools Appl. 76(9): 11889-11916 (2017) - [j18]Ionut C. Duta, Jasper R. R. Uijlings, Bogdan Ionescu, Kiyoharu Aizawa, Alexander G. Hauptmann, Nicu Sebe:
Efficient human action recognition using histograms of motion gradients and VLAD with descriptor shape information. Multim. Tools Appl. 76(21): 22445-22472 (2017) - [c110]Mihai Dogariu, Bogdan Ionescu:
A Textual Filtering of HOG-Based Hierarchical Clustering of Lifelog Data. CLEF (Working Notes) 2017 - [c109]Bogdan Ionescu, Henning Müller, Mauricio Villegas, Helbert Arenas, Giulia Boato, Duc-Tien Dang-Nguyen, Yashin Dicente Cid, Carsten Eickhoff, Alba Garcia Seco de Herrera, Cathal Gurrin, Md Bayzidul Islam, Vassili Kovalev, Vitali Liauchuk, Josiane Mothe, Luca Piras, Michael Riegler, Immanuel Schwall:
Overview of ImageCLEF 2017: Information Extraction from Images. CLEF 2017: 315-337 - [c108]Liviu-Daniel Stefan, Yashin Dicente Cid, Oscar Alfonso Jiménez del Toro, Bogdan Ionescu, Henning Müller:
Finding and Classifying Tuberculosis Types for a Targeted Treatment: MedGIFT-UPB Participation in the ImageCLEF 2017 Tuberculosis Task. CLEF (Working Notes) 2017 - [c107]Liviu-Daniel Stefan, Bogdan Ionescu, Henning Müller:
Generating Captions for Medical Images with a Deep Learning Multi-hypothesis Approach: ImageCLEF 2017 Caption Task. CLEF (Working Notes) 2017 - [c106]Alexandru Toma, Liviu-Daniel Stefan, Bogdan Ionescu:
UPB HES SO @ PlantCLEF 2017: Automatic Plant Image Identification using Transfer Learning via Convolutional Neural Networks. CLEF (Working Notes) 2017 - [c105]Ionut Cosmin Duta, Bogdan Ionescu, Kiyoharu Aizawa, Nicu Sebe:
Spatio-Temporal Vector of Locally Max Pooled Features for Action Recognition in Videos. CVPR 2017: 3205-3214 - [c104]Bogdan Boteanu, Mihai Gabriel Constantin, Bogdan Ionescu:
LAPI @ 2017 Retrieving Diverse Social Images Task: A Pseudo-Relevance Feedback Diversification Perspective. MediaEval 2017 - [c103]Mihai Gabriel Constantin, Bogdan Andrei Boteanu, Bogdan Ionescu:
LAPI at MediaEval 2017 - Predicting Media Interestingness. MediaEval 2017 - [c102]Claire-Hélène Demarty, Mats Sjöberg, Bogdan Ionescu, Thanh-Toan Do, Michael Gygli, Ngoc Q. K. Duong:
MediaEval 2017 Predicting Media Interestingness Task. MediaEval 2017 - [c101]Maia Zaharieva, Bogdan Ionescu, Alexandru-Lucian Gînsca, Rodrygo L. T. Santos, Henning Müller:
Retrieving Diverse Social Images at MediaEval 2017: Challenges, Dataset and Evaluation. MediaEval 2017 - [c100]Ionut C. Duta, Bogdan Ionescu, Kiyoharu Aizawa, Nicu Sebe:
Simple, Efficient and Effective Encodings of Local Deep Features for Video Action Recognition. ICMR 2017: 218-225 - [c99]Ionut C. Duta, Bogdan Ionescu, Kiyoharu Aizawa, Nicu Sebe:
Spatio-Temporal VLAD Encoding for Human Action Recognition in Videos. MMM (1) 2017: 365-378 - [p2]Claire-Hélène Demarty, Mats Sjöberg, Mihai Gabriel Constantin, Ngoc Q. K. Duong, Bogdan Ionescu, Thanh-Toan Do, Hanli Wang:
Predicting Interestingness of Visual Content. Visual Content Indexing and Retrieval with Psycho-Visual Models 2017: 233-265 - [e8]Bogdan Ionescu, Nicu Sebe, Jiashi Feng, Martha A. Larson, Rainer Lienhart, Cees Snoek:
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, ICMR 2017, Bucharest, Romania, June 6-9, 2017. ACM 2017, ISBN 978-1-4503-4701-3 [contents] - 2016
- [j17]Ionut Mironica, Bogdan Ionescu, Jasper R. R. Uijlings, Nicu Sebe:
Fisher Kernel Temporal Variation-based Relevance Feedback for video retrieval. Comput. Vis. Image Underst. 143: 38-51 (2016) - [j16]Nikolaos Sarafianos, Bogdan Boteanu, Bogdan Ionescu, Ioannis A. Kakadiaris:
3D Human pose estimation: A review of the literature and analysis of covariates. Comput. Vis. Image Underst. 152: 1-20 (2016) - [j15]Bogdan Ionescu, Henning Müller, Yiannis Kompatsiaris, Guillaume Gravier, Anthony Vetro:
Reports on CBMI 16 and ICME 16. IEEE Multim. 23(4): 88-93 (2016) - [j14]Bogdan Ionescu, Giulia Boato, Zhigang Ma, Yiannis Kompatsiaris, Nicu Sebe, Shuicheng Yan:
Special Issue on Event-based Media Processing and Analysis. Image Vis. Comput. 53: 1-2 (2016) - [j13]Christos Tzelepis, Zhigang Ma, Vasileios Mezaris, Bogdan Ionescu, Ioannis Kompatsiaris, Giulia Boato, Nicu Sebe, Shuicheng Yan:
Event-based media processing and analysis: A survey of the literature. Image Vis. Comput. 53: 3-19 (2016) - [j12]Bogdan Ionescu, Adrian Popescu, Anca-Livia Radu, Henning Müller:
Result diversification in social image retrieval: a benchmarking framework. Multim. Tools Appl. 75(2): 1301-1331 (2016) - [j11]Ionut Mironica, Ionut C. Duta, Bogdan Ionescu, Nicu Sebe:
A modified vector of locally aggregated descriptors approach for fast video classification. Multim. Tools Appl. 75(15): 9045-9072 (2016) - [j10]Andrei I. Purica, Elie Gabriel Mora, Béatrice Pesquet-Popescu, Marco Cagnazzo, Bogdan Ionescu:
Multiview Plus Depth Video Coding With Temporal Prediction View Synthesis. IEEE Trans. Circuits Syst. Video Technol. 26(2): 360-374 (2016) - [c98]Shahidul Islam, Bogdan Ionescu, Cristian Gadea, Dan Ionescu:
Full-body tracking using a sensor array system and laser-based sweeps. 3DUI 2016: 71-80 - [c97]Ionut C. Duta, Jasper R. R. Uijlings, Tuan Anh Nguyen, Kiyoharu Aizawa, Alexander G. Hauptmann, Bogdan Ionescu, Nicu Sebe:
Histograms of Motion Gradients for real-time video classification. CBMI 2016: 1-6 - [c96]Nicolas Voiron, Alexandre Benoît, Patrick Lambert, Bogdan Ionescu:
Deep learning vs spectral clustering into an active clustering with pairwise constraints propagation. CBMI 2016: 1-6 - [c95]Cristian Gadea, Daniel Hong, Dan Ionescu, Bogdan Ionescu:
An architecture for web-based collaborative 3D virtual spaces using DOM synchronization. CIVEMSA 2016: 1-6 - [c94]Cristian Gadea, Mircea Trifan, Dan Ionescu, Bogdan Ionescu:
A reference architecture for real-time microservice API consumption. CrossCloud@EuroSys 2016: 2:1-2:6 - [c93]