Editorials

  • M. Larson, S. Hicks, M.G. Constantin, B. Bischke, A. Porter, P. Zhao, M. Lux, L.C. Quiros, J. Calandre, G. Jones: Working Notes Proceedings of the MediaEval 2019 Workshop, Sophia Antipolis, France, 27-30 October 2019. CEUR-WS. (link to ceur-ws)
Book chapters

  • B. Ionescu, H. Müller, R. Péteri, A.B. Abacha, V. Datla, S.A. Hasan, D. Demner-Fushman, S. Kozlovski, V. Liauchuk, Y.D. Cid, V. Kovalev, O. Pelka, C.M. Friedrich, A.G. Seco de Herrera, V.-T. Ninh, T.-K. Le, L. Zhou, L. Piras, M. Riegler, P. Halvorsen, M.-T. Tran, M. Lux, C. Gurrin, D.-T. Dang-Nguyen, J. Chamberlain, A. Clark, A. Campello, D. Fichou, R. Berari, P. Brie, M. Dogariu, L.D. Ștefan, M.G. Constantin : Overview of the ImageCLEF 2020: Multimedia Retrieval in Medical, Lifelogging, Nature, and Internet Applications. In Springer Lecture Notes in Computer Science, 12260, CLEF 2020 Proceedings, September 22-25, Thessaloniki, Greece, 2020. (pdf) (link to Springer)
  • B. Ionescu, H. Müller, R. Péteri. D.-T. Dang-Nguyen, L. Zhou, L. Piras, M. Riegler, P. Halvorsen, M.-T. Tran, M. Lux, C. Gurrin, J. Chamberlain, A. Clark, A. Campello, A.G.S. de Herrera, A.B. Abacha, V. Datla, S.A. Hasan, J. Liu, D. Demner-Fushman, O. Pelka, C.M. Friedrich, Y.D. Cid, S. Kozlovski, V. Liauchuk, V. Kovalev, R. Berari, P. Brie, D. Fichou, M. Dogariu, L.-D. Ștefan, M.G. Constantin : ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Internet Applications. In Springer Lecture Notes in Computer Science, 12036, pp. 533-541, ISBN: 978-3-030-45441-8, DOI: https://doi.org/10.1007/978-3-030-45442-5_69, ECIR 2020 Proceedings, April 14-17, Lisbon, Portugal, 2020 (pdf) (link to Springer)
  • C.-H. Demarty, M. Sjöberg, M.G. Constantin,, N.Q.K. Duong, B. Ionescu, T.-T. Do, H. Wang : Predicting Interestingness of Visual Content. In book Visual Content Indexing and Retrieval with Psycho-Visual Models, Springer Multimedia Systems and Applications, Eds. J. Benois-Pineau, P. Le Callet, 2017. (pdf) (ebook)
Journal papers

Q1 Journal articles:

  • M.G. Constantin, L.D. Ştefan, B. Ionescu, N.Q.K. Duong, C.-H. Demarty, M. Sjöberg : Visual Interestingness Prediction: A Benchmark Framework and Literature Review International Journal of Computer Vision, DOI https://doi.org/10.1007/s11263-021-01443-1, February 2021. (draft pdf) (link to Springer) Impact Factor: 5.698
  • M.G. Constantin, L.D. Stefan, B. Ionescu, C.-H. Demarty, M. Sjöberg, M. Schedl, G. Gravier : Affect in Multimedia: Benchmarking Violent Scenes Detection. IEEE Transactions on Affective Computing, DOI http://dx.doi.org/10.1109/TAFFC.2020.2986969, April 2020. (draft pdf) (link to IEEE) Impact Factor: 6.288
  • M.G. Constantin, M. Redi, G. Zen, B. Ionescu : Computational Understanding of Visual Interestingness Beyond Semantics: Literature Survey and Analysis of Covariates.ACM Computing Surveys, 52(2), ISSN 0360-0300, DOI http://doi.acm.org/10.1145/3301299, March 2019. (draft pdf) (link to ACM) Impact Factor: 6.131
  • Y. Deldjoo, M.F. Dacrema, M.G. Constantin, H. Eghbal-zadeh, S. Cereda, M. Schedl, B. Ionescu, P. Cremonesi : Movie genome: alleviating new item cold start in movie recommendation. User Modeling and User-Adapted Interaction, ISSN 1573-1391, DOI https://doi.org/10.1007/s11257-019-09221-y, February 2019. (pdf) (link to Springer) Impact Factor: 3.4
Conference papers

  • M.G. Constantin, L.D. Stefan, B. Ionescu : DeepFusion: Deep Ensembles for Domain Independent System Fusion. International Conference on Multimedia Modeling - MMM 2021, ISBN: 978-3-030-67832-6, DOI: https://doi.org/10.1007/978-3-030-67832-6_20, June 22-24, Prague, Czech Republic, 2021. (pdf)
  • L.-D. Ștefan, Ș. Abdulamit, M. Dogariu, M.G. Constantin, B. Ionescu : Deep Learning-based Person Search with Visual Attention Embedding. IEEE International Conference on Communications - COMM 2020, ISBN: 978-1-7281-5611-8, DOI: 10.1109/COMM48946.2020.9141958, June 18-20, Bucharest, Romania, 2020.
  • M. Dogariu, L.-D. Ștefan, M.G. Constantin, B. Ionescu : Human-Object Interaction: Application to Abandoned Luggage Detection in Video Surveillance Scenarios. IEEE International Conference on Communications - COMM 2020, ISBN: 978-1-7281-5611-8, DOI: 10.1109/COMM48946.2020.9141958, June 18-20, Bucharest, Romania, 2020.
  • L.-D. Ștefan, M.G. Constantin, B. Ionescu : System Fusion with Deep Ensembles. ACM International Conference on Multimedia Retrieval - ICMR 2020, October 26-29, Dublin, Ireland, 2020. (pdf)
  • Y. Deldjoo, M.G. Constantin, H. Eghbal-Zadeh, B. Ionescu, M. Schedl, P. Cremonesi : Audio-visual Encoding of Multimedia Content for Enhancing Movie Recommendations. ACM Conference Series on Recommender Systems - RecSys 2018, October 2-7, Vancouver, Canada, 2018. (pdf)
  • S.V. Carata, M.G. Constantin, V. Ghenescu, M. Chindea, M.T. Ghenescu : Innovative Multi PCNN Based Network for Green Area Monitoring - Identification and Description of Nearly Indistinguishable Areas. In Hyperspectral Satellite Images, IEEE International Geoscience and Remote Sensing Symposium - IGARSS 2018, Valencia, Spain, 2018. (pdf)
  • Y. Deldjoo, M.G. Constantin, M. Schedl, B. Ionescu, P. Cremonesi : MMTF-14K: A Multifaceted Movie Trailer Feature Dataset for Recommendation and Retrieval. ACM Multimedia Systems Conference – MMSys 2018, June 12-15, Amsterdam, Netherlands, 2018. (pdf) (dataset)
  • C.A. Mitrea, M.G. Constantin, L.D. Stefan, M. Ghenescu, B. Ionescu : Little-Big Deep Neural Networks for Embedded Video Surveillance. IEEE International Conference on Communications – COMM 2018, June 14-16, Bucharest, Romania, 2018. (pdf)
  • M.G. Constantin, B. Ionescu : Content Description for Predicting Image Interestingness. IEEE International Symposium on Signals, Circuits and Systems – ISSCS 2017, July 13-14, Iași, Romania, 2017. (pdf)
Working notes

  • A.G.S. De Herrera, R.S. Kiziltepe, J. Chamberlain, M.G. Constantin, C.-H. Demarty, F. Doctor, B. Ionescu, A.F. Smeaton : Overview of MediaEval 2020 Predicting Media Memorability Task: What Makes a Video Memorable? In Working Notes Proceedings of the MediaEval 2020 Workshop, Online Conference, 2020. (pdf)
  • M.G. Constantin, C. Kang, G. Dinu, F. Dufaux, G. Valenzise, B. Ionescu : Using Aesthetics and Action Recognition-based Networks for the Prediction of Media Memorability. In Working Notes Proceedings of the MediaEval 2019 Workshop, Sophia Antipolis, France, October 27-29, 2019. (pdf)
  • M.G. Constantin, B. Ionescu, C.-H. Demarty, N.Q.K. Duong, X. Alameda-Pineda, M. Sjöberg : The Predicting Media Memorability Task at MediaEval 2019. In Working Notes Proceedings of the MediaEval 2019 Workshop, Sophia Antipolis, France, October 27-29, 2019. (pdf)
  • Y. Deldjoo, M.G. Constantin, A. Dritsas, B. Ionescu, M. Schedl : The MediaEval 2018 Movie Recommendation Task: Recommending Movies Using Content. In Working Notes Proceedings of the MediaEval 2018 Workshop, Sophia Antipolis, France, October 29-31, 2018. (pdf)
  • M.G. Constantin, B. Boteanu, B. Ionescu : LAPI at MediaEval 2017 - Predicting Media Interestingness. In Working Notes Proceedings of the MediaEval 2017 Workshop, Dublin, Ireland, September 13-15, 2017. (pdf)
  • B. Boteanu, M.G. Constantin, B. Ionescu : LAPI @ 2017 Retrieving Diverse Social Images Task: A Pseudo-Relevance Feedback Diversification Perspective. In Working Notes Proceedings of the MediaEval 2017 Workshop, Dublin, Ireland, September 13-15, 2017. (pdf)
  • M.G. Constantin, B. Boteanu, B. Ionescu : LAPI at MediaEval 2016 Predicting Media Interestingness Task. In Working Notes Proceedings of the MediaEval 2016 Workshop, CEUR-WS.org., ISSN 1613-0073. Hilversum, The Netherlands, October 20-21, 2016. (pdf)
  • B. Boteanu, M.G. Constantin, B. Ionescu : LAPI @ 2016 Retrieving Diverse Social Images Task: A Pseudo-Relevance Feedback Diversification Perspective. In Working Notes Proceedings of the MediaEval 2016 Workshop, CEUR-WS.org., ISSN 1613-0073. Hilversum, The Netherlands, October 20-21, 2016. (pdf)