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ORCIDMihai Gabriel Constantin
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2020 – today
- 2025
[j6]Alexandra-Georgiana Andrei, Mihai Gabriel Constantin, Mara Graziani, Henning Müller, Bogdan Ionescu:
Privacy preserving histopathological image augmentation with Conditional Generative Adversarial Networks. Pattern Recognit. Lett. 188: 185-192 (2025)- [j5]Mihai Gabriel Constantin, Dan-Cristian Stanciu, Liviu-Daniel Stefan, Mihai Dogariu, Dan Mihailescu, George Ciobanu, Matt Bergeron, Winston Liu, Konstantin Belov, Octavian Radu, Bogdan Ionescu:
Exploring Generative Adversarial Networks for Augmenting Network Intrusion Detection Tasks. ACM Trans. Multim. Comput. Commun. Appl. 21(1): 16:1-16:19 (2025) - 2024
- [c38]Alexandra-Georgiana Andrei, Mihai Gabriel Constantin, Mihai Dogariu, Bogdan Ionescu:
AI Multimedia Lab at ImageCLEFmedical GANs 2024: Deep Learning Approaches for Analyzing Synthetic Medical Images. CLEF (Working Notes) 2024: 1480-1489 - [e2]Steven Hicks, Andreas Lommatzsch, Ali Hürriyetoglu, Romain Vuillemot, Mihai Gabriel Constantin, Vajira Thambawita, Martha A. Larson:
Working Notes Proceedings of the MediaEval 2023 Workshop, Amsterdam, The Netherlands and Online, 1-2 February 2024. CEUR Workshop Proceedings 3658, CEUR-WS.org 2024 [contents] - [i6]Liviu-Daniel Stefan, Dan-Cristian Stanciu, Mihai Dogariu, Mihai Gabriel Constantin, Andrei Cosmin Jitaru, Bogdan Ionescu:
Deepfake Sentry: Harnessing Ensemble Intelligence for Resilient Detection and Generalisation. CoRR abs/2404.00114 (2024) - 2023
- [c37]Mihai Gabriel Constantin
, Mihai Dogariu, Andrei Cosmin Jitaru, Bogdan Ionescu:
Assessing the difficulty of predicting media memorability. CBMI 2023: 188-192 - [c36]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 - [c35]Liviu-Daniel Stefan, Mihai Gabriel Constantin, Mihai Dogariu, Bogdan Ionescu:
Overview of ImageCLEFfusion 2023 Task - Testing Ensembling Methods in Diverse Scenarios. CLEF (Working Notes) 2023: 1361-1366 - [c34]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 - [c33]Mihai Gabriel Constantin, Claire-Hélène Demarty, Camilo Fosco, Alba García Seco de Herrera, Sebastian Halder, Graham Healy, Bogdan Ionescu, Ana Matran-Fernandez, Rukiye Savran Kiziltepe, Alan F. Smeaton, Lorin Sweeney:
Overview of The MediaEval 2023 Predicting Video Memorability Task. MediaEval 2023 - [c32]Mihai Gabriel Constantin, Bogdan Ionescu:
AIMultimediaLab at MediaEval 2023: Studying the generalization of media memorability prediction methods. MediaEval 2023 - [c31]Ana-Maria Dragulinescu, Mihai Gabriel Constantin, Bogdan Ionescu, Marius Vochin, Razvan Tamas:
Maritime Internet of Things meets LoRaWAN:a Container Testbed, Measurement Campaign and Dataset Analysis. WF-IoT 2023: 1-6 - 2022
- [j4]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) - [c30]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 - [c29]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 - [c28]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 - [c27]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 - [c26]Mihai Gabriel Constantin, Bogdan Ionescu:
Two-Stage Spatio- Temporal Vision Transformer for the Detection of Violent Scenes. COMM 2022: 1-5 - [c25]Mihai Gabriel Constantin, Bogdan Ionescu:
AIMultimediaLab at MediaEval 2022: Predicting Media Memorability Using Video Vision Transformers and Augmented Memorable Moments. MediaEval 2022 - [c24]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. MediaEval 2022 - [i5]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) - [i4]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
- [j3]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) - [c23]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 - [c22]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 - [c21]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 - [c20]Mihai Gabriel Constantin, Bogdan Ionescu:
Using Vision Transformers and Memorable Moments for the Prediction of Video Memorability. MediaEval 2021 - [c19]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 - [c18]Mihai Gabriel Constantin, Liviu-Daniel Stefan, Bogdan Ionescu:
DeepFusion: Deep Ensembles for Domain Independent System Fusion. MMM (1) 2021: 240-252 - [i3]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) - [i2]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
- [c17]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 - [c16]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 - [c15]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 - [c14]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 - [c13]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 - [c12]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 - [c11]Liviu-Daniel Stefan, Mihai Gabriel Constantin, Bogdan Ionescu:
System Fusion with Deep Ensembles. ICMR 2020: 256-260 - [e1]Martha A. Larson, Steven Alexander Hicks, Mihai Gabriel Constantin, Benjamin Bischke, Alastair Porter, Peijian Zhao, Mathias Lux, Laura Cabrera Quiros, Jordan Calandre, Gareth Jones:
Working Notes Proceedings of the MediaEval 2019 Workshop, Sophia Antipolis, France, 27-30 October 2019. CEUR Workshop Proceedings 2670, CEUR-WS.org 2020 [contents] - [i1]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
- [j2]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) - [j1]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) - [c10]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 - [c9]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
- [c8]Serban-Vasile Carata, Mihai Gabriel Constantin, Veta Ghenescu, Mihai Chindea, Marian Ghenescu:
Innovative Multi Pcnn Based Network for Green Area Monitoring - Identification and Description of Nearly Indistinguishable Areas - In Hyperspectral Satellite Images. IGARSS 2018: 2639-2642 - [c7]Yashar Deldjoo, Mihai Gabriel Constantin, Athanasios Dritsas, Bogdan Ionescu, Markus Schedl:
The MediaEval 2018 Movie Recommendation Task: Recommending Movies Using Content. MediaEval 2018 - [c6]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 - [c5]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 - 2017
- [c4]Bogdan Boteanu, Mihai Gabriel Constantin, Bogdan Ionescu:
LAPI @ 2017 Retrieving Diverse Social Images Task: A Pseudo-Relevance Feedback Diversification Perspective. MediaEval 2017 - [c3]Mihai Gabriel Constantin, Bogdan Andrei Boteanu, Bogdan Ionescu:
LAPI at MediaEval 2017 - Predicting Media Interestingness. MediaEval 2017 - [p1]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 - 2016
- [c2]Bogdan Boteanu, Mihai Gabriel Constantin, Bogdan Ionescu:
LAPI @ 2016 Retrieving Diverse Social Images Task: A Pseudo-Relevance Feedback Diversification Perspective. MediaEval 2016 - [c1]Mihai Gabriel Constantin, Bogdan Boteanu, Bogdan Ionescu:
LAPI at MediaEval 2016 Predicting Media Interestingness Task. MediaEval 2016
Coauthor Index
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