Mihai Gabriel Constantin

According to our database, Mihai Gabriel Constantin authored at least 46 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Deepfake Sentry: Harnessing Ensemble Intelligence for Resilient Detection and Generalisation.

Liviu-Daniel Stefan, Dan-Cristian Stanciu, Mihai Dogariu, Mihai Gabriel Constantin, Andrei Cosmin Jitaru, Bogdan Ionescu

CoRR, 2024

AI Multimedia Lab at ImageCLEFmedical GANs 2024: Deep Learning Approaches for Analyzing Synthetic Medical Images.

Alexandra-Georgiana Andrei, Mihai Gabriel Constantin, Mihai Dogariu, Bogdan Ionescu

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

2023

Maritime Internet of Things meets LoRaWAN:a Container Testbed, Measurement Campaign and Dataset Analysis.

Ana-Maria Dragulinescu, Mihai Gabriel Constantin, Bogdan Ionescu, Marius Vochin, Razvan Tamas

Proceedings of the 9th IEEE World Forum on Internet of Things, 2023

AIMultimediaLab at MediaEval 2023: Studying the generalization of media memorability prediction methods.

Mihai Gabriel Constantin, Bogdan Ionescu

Proceedings of the Working Notes Proceedings of the MediaEval 2023 Workshop, 2023

Overview of The MediaEval 2023 Predicting Video Memorability Task.

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

Proceedings of the Working Notes Proceedings of the MediaEval 2023 Workshop, 2023

ImageCLEF 2023 Highlight: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications.

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

Proceedings of the Advances in Information Retrieval, 2023

Overview of ImageCLEFfusion 2023 Task - Testing Ensembling Methods in Diverse Scenarios.

Liviu-Daniel Stefan, Mihai Gabriel Constantin, Mihai Dogariu, Bogdan Ionescu

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

Overview of the ImageCLEF 2023: Multimedia Retrieval in Medical, Social Media and Internet Applications.

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

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2023

Assessing the difficulty of predicting media memorability.

Mihai Gabriel Constantin, Mihai Dogariu, Andrei Cosmin Jitaru, Bogdan Ionescu

Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

2022

Affect in Multimedia: Benchmarking Violent Scenes Detection.

Mihai Gabriel Constantin, Liviu-Daniel Stefan, Bogdan Ionescu, Claire-Hélène Demarty, Mats Sjöberg, Markus Schedl, Guillaume Gravier

IEEE Trans. Affect. Comput., 2022

Experiences from the MediaEval Predicting Media Memorability Task.

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

CoRR, 2022

Overview of The MediaEval 2022 Predicting Video Memorability Task.

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

Proceedings of the Working Notes Proceedings of the MediaEval 2022 Workshop, 2022

AIMultimediaLab at MediaEval 2022: Predicting Media Memorability Using Video Vision Transformers and Augmented Memorable Moments.

Mihai Gabriel Constantin, Bogdan Ionescu

Proceedings of the Working Notes Proceedings of the MediaEval 2022 Workshop, 2022

Two-Stage Spatio- Temporal Vision Transformer for the Detection of Violent Scenes.

Mihai Gabriel Constantin, Bogdan Ionescu

Proceedings of the 14th International Conference on Communications, 2022

ImageCLEF 2022: Multimedia Retrieval in Medical, Nature, Fusion, and Internet Applications.

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

Proceedings of the Advances in Information Retrieval, 2022

Overview of ImageCLEFfusion 2022 Task - Ensembling Methods for Media Interestingness Prediction and Result Diversification.

Liviu-Daniel Stefan, Mihai Gabriel Constantin, Mihai Dogariu, Bogdan Ionescu

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

Overview of the ImageCLEF 2022: Multimedia Retrieval in Medical, Social Media and Nature Applications.

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

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2022

AIMultimediaLab at ImageCLEFfusion 2022: DeepFusion Methods for Ensembling in Diverse Scenarios.

Mihai Gabriel Constantin, Liviu-Daniel Stefan, Mihai Dogariu, Bogdan Ionescu

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021

Visual Interestingness Prediction: A Benchmark Framework and Literature Review.

Mihai Gabriel Constantin, Liviu-Daniel Stefan, Bogdan Ionescu, Ngoc Q. K. Duong, Claire-Hélène Demarty, Mats Sjöberg

Int. J. Comput. Vis., 2021

An Annotated Video Dataset for Computing Video Memorability.

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

CoRR, 2021

DeepFusion: Deep Ensembles for Domain Independent System Fusion.

Mihai Gabriel Constantin, Liviu-Daniel Stefan, Bogdan Ionescu

Proceedings of the MultiMedia Modeling - 27th International Conference, 2021

Overview of The MediaEval 2021 Predicting Media Memorability Task.

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

Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021

Using Vision Transformers and Memorable Moments for the Prediction of Video Memorability.

Mihai Gabriel Constantin, Bogdan Ionescu

Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021

The 2021 ImageCLEF Benchmark: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications.

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

Proceedings of the Advances in Information Retrieval, 2021

Overview of the ImageCLEF 2021: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications.

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

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2021

Overview of the 2021 ImageCLEFdrawnUI Task: Detection and Recognition of Hand Drawn and Digital Website UIs.

Raul Berari, Andrei Tauteanu, Dimitri Fichou, Paul Brie, Mihai Dogariu, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Bogdan Ionescu

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2020

System Fusion with Deep Ensembles.

Liviu-Daniel Stefan, Mihai Gabriel Constantin, Bogdan Ionescu

Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

Overview of MediaEval 2020 Predicting Media Memorability Task: What Makes a Video Memorable?

Alba García Seco de Herrera, Rukiye Savran Kiziltepe, Jon Chamberlain, Mihai Gabriel Constantin, Claire-Hélène Demarty, Faiyaz Doctor, Bogdan Ionescu, Alan F. Smeaton

Proceedings of the Working Notes Proceedings of the MediaEval 2020 Workshop, 2020

Deep Learning-based Person Search with Visual Attention Embedding.

Liviu-Daniel Stefan, Seila Abdulamit, Mihai Dogariu, Mihai Gabriel Constantin, Bogdan Ionescu

Proceedings of the 13th International Conference on Communications, 2020

Human-Object Interaction: Application to Abandoned Luggage Detection in Video Surveillance Scenarios.

Mihai Dogariu, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Bogdan Ionescu

Proceedings of the 13th International Conference on Communications, 2020

ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Internet Applications.

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

Proceedings of the Advances in Information Retrieval, 2020

Overview of the ImageCLEF 2020: Multimedia Retrieval in Medical, Lifelogging, Nature, and Internet Applications.

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

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2020

Overview of the 2020 ImageCLEFdrawnUI Task: Detection and Recognition of Hand Drawn Website UIs.

Dimitri Fichou, Raul Berari, Paul Brie, Mihai Dogariu, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Bogdan Ionescu

Proceedings of the Working Notes of CLEF 2020, 2020

2019

Movie genome: alleviating new item cold start in movie recommendation.

Yashar Deldjoo, Maurizio Ferrari Dacrema, Mihai Gabriel Constantin, Hamid Eghbal-zadeh, Stefano Cereda, Markus Schedl, Bogdan Ionescu, Paolo Cremonesi

User Model. User Adapt. Interact., 2019

Computational Understanding of Visual Interestingness Beyond Semantics: Literature Survey and Analysis of Covariates.

Mihai Gabriel Constantin, Miriam Redi, Gloria Zen, Bogdan Ionescu

ACM Comput. Surv., 2019

Using Aesthetics and Action Recognition-Based Networks for the Prediction of Media Memorability.

Mihai Gabriel Constantin, Chen Kang, Gabriela Dinu, Frédéric Dufaux, Giuseppe Valenzise, Bogdan Ionescu

Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

The Predicting Media Memorability Task at MediaEval 2019.

Mihai Gabriel Constantin, Bogdan Ionescu, Claire-Hélène Demarty, Ngoc Q. K. Duong, Xavier Alameda-Pineda, Mats Sjöberg

Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

2018

Audio-visual encoding of multimedia content for enhancing movie recommendations.

Yashar Deldjoo, Mihai Gabriel Constantin, Hamid Eghbal-Zadeh, Bogdan Ionescu, Markus Schedl, Paolo Cremonesi

Proceedings of the 12th ACM Conference on Recommender Systems, 2018

MMTF-14K: a multifaceted movie trailer feature dataset for recommendation and retrieval.

Yashar Deldjoo, Mihai Gabriel Constantin, Bogdan Ionescu, Markus Schedl, Paolo Cremonesi

Proceedings of the 9th ACM Multimedia Systems Conference, 2018

The MediaEval 2018 Movie Recommendation Task: Recommending Movies Using Content.

Yashar Deldjoo, Mihai Gabriel Constantin, Athanasios Dritsas, Bogdan Ionescu, Markus Schedl

Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

Innovative Multi Pcnn Based Network for Green Area Monitoring - Identification and Description of Nearly Indistinguishable Areas - In Hyperspectral Satellite Images.

Serban-Vasile Carata, Mihai Gabriel Constantin, Veta Ghenescu, Mihai Chindea, Marian Ghenescu

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

LAPI at MediaEval 2017 - Predicting Media Interestingness.

Mihai Gabriel Constantin, Bogdan Andrei Boteanu, Bogdan Ionescu

Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

LAPI @ 2017 Retrieving Diverse Social Images Task: A Pseudo-Relevance Feedback Diversification Perspective.

Bogdan Boteanu, Mihai Gabriel Constantin, Bogdan Ionescu

Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Predicting Interestingness of Visual Content.

Claire-Hélène Demarty, Mats Sjöberg, Mihai Gabriel Constantin, Ngoc Q. K. Duong, Bogdan Ionescu, Thanh-Toan Do, Hanli Wang

Proceedings of the Visual Content Indexing and Retrieval with Psycho-Visual Models, 2017

2016

LAPI at MediaEval 2016 Predicting Media Interestingness Task.

Mihai Gabriel Constantin, Bogdan Boteanu, Bogdan Ionescu

Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

LAPI @ 2016 Retrieving Diverse Social Images Task: A Pseudo-Relevance Feedback Diversification Perspective.

Bogdan Boteanu, Mihai Gabriel Constantin, Bogdan Ionescu

Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016