[1] A. Racoviţeanu, I. Felea, L. Florea, M. Badea, C. Florea, "Clustering Based Reference Normal Pose for Improved Expression Recognition", 19th International Conference Advanced Concepts for Intelligent Vision Systems, pp. 51-61, Lecture Notes in Computer Science, vol. 11182, September 24-27, Poitiers, France, 2018;
[2] B. Ionescu, H. Müller, M. Villegas, A.G.S. De Herrera, C. Eickhoff, V. Andrearczyk, Y.D. Cid, V. Liauchuk, V. Kovalev, S.A. Hasan, Y. Ling, O. Farri, J. Liu, M. Lungren, D.T.D. Nguyen, L. Piras, M. Riegler, L. Zhou, M. Lux, C. Gurrin, "Overview of ImageCLEF 2018: Challenges, Datasets and Evaluation", In Springer Lecture Notes in Computer Science, 11018, pp. 309-334, September 10-14, Avignon, France, 2018.
[1] 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, March 2019, IF 6.131, 44 pag;
[2] 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, February 2019, IF 3.4, 53 pag;
[3] V. Andrei, H. Cucu, C. Burileanu, "Overlapped Speech Detection and Competing Speaker Counting – Humans Versus Deep Learning", In IEEE Journal of Selected Topics in Signal Processing, vol. 13, issue 4, pp. 850-862, Aug 2019, ISSN 1941-0484, doi:10.1109/JSTSP.2019.2910759, ISI IF 6.688;
[4] M.G. Constantin, L.-D. Ștefan, B. Ionescu, C.-H. Demarty, M. Sjoberg, M. Schedl, G. Gravier, "Affect in Multimedia: Benchmarking Violent Scenes Detection", In IEEE Transactions on Affective Computing, 10.1109/TAFFC.2020.2986969, IF 6.3, 2020.
[1] I. Florea, L. Florea, C. Florea, C. Vertan, "Head Pose Estimation Using Deep Architectures", 12th International Conference on Communications - COMM, June 14-16, Bucharest, Romania, 2018;
[2] I. Rădoi, F. Răstoceanu, D. Hritcu, "Data Transfer Methods in FPGA Based Embedded Design for High Speed", 12th International Conference on Communications - COMM, June 14-16, Bucharest, Romania, 2018;
[3] Ș. Arseni, S. Malutan, M. Lazăr, R. Dragomir, I. Rădoi, "A Data Storage Model With User Controlled Cryptographic Mechanisms for Data Processing", 12th International Conference on Communications - COMM, June 14-16, Bucharest, Romania, 2018;
[4] G. Pop, Ş. Mihalache, D. Burileanu, "Forensic Speaker Identification Using Speech Quality Data", Workshop: Research & Inovation for Secure Societies, 12th International Conference on Communications - COMM, June 14-16, Bucharest, Romania, 2018;
[5] A.-L. Georgescu, H. Cucu, "GMM-UBM Modeling for Speaker Recognition on a Romanian Large Speech Corpora", 12th International Conference on Communications - COMM, June 14-16, Bucharest, Romania, 2018;
[6] G. Ramírez, E. Villatoro, B. Ionescu, H.J. Escalante, S. Escalera, M. Larson, H. Müller, I. Guyon, "Overview of the Multimedia Information Processing for Personality and Social Networks Analysis Contest", IAPR International Conference on Pattern Recognition - ICPR, August 20-24, Beijing, China, 2018;
[7] C.A. Mitrea, Ș.-V. Carată, M.G. Constantin, L.-D. Ștefan, M. Ghenescu, B. Ionescu, "Little-big Deep Neural Networks for Embedded Video Surveillance", 1st International Workshop on Research and Innovation for Secure Societies - RISS, 12th International Conference on Communications - COMM, June 14-16, Bucharest, Romania, 2018;
[8] M. Rohm, B. Ionescu, A.L. Gînscă, R.L.T. Santos, H. Müller, "SubDiv17: A Dataset for Investigating Subjectivity in the Visual Diversification of Image Search Results", ACM Multimedia Systems - MMSys, June 12-15, Amsterdam, Netherlands, 2018;
[9] M. Dogariu, B. Ionescu, "Multimedia Lab @ ImageCLEF 2018 Lifelog Moment Retrieval Task", ImageCLEF Lifelog Task, Cross Language Evaluation Forum - CLEF, CEUR Workshop Proceedings, 2125, ISSN: 1613-0073, September 10-14, Avignion, France, 2018;
[10] Ș.-V. Carată, V. Ghenescu, M. Ghenescu, M. Chindea, R. Mihăescu, "Salt and Pepper Noise Removal by Combining Genetic Algorithms - Neural Networks and Statistical Methods", 12th International Conference on Communications - COMM, June 14-16, Bucharest, Romania, 2018;
[11] R. Mihăescu, Ș.-V. Carată, V. Ghenescu, M. Chindea, C. Mitrea, "Noise Removal Based on Artificial Intelligence Synergy Methods for Surveillance Scenarios", 12th International Conference on Communications - COMM, June 14-16, Bucharest, Romania, 2018;
[12] Ș.-V. Carată, M.-G. Constantin, V. Ghenescu, M. Chindea, M. Ghenescu, "Innovative Multi PCNN Based Network for Green Area Monitoring - Identification and Description of Nearly Indistinguishable Areas - In Hyperspectral Satellite Images", International Geoscience and Remote Sensing Symposium - IGARSS, July 22-27, Valencia, Spain, 2018;
[13] V. Ghenescu, E. Barnoviciu, Ș.-V. Carată, M. Ghenescu, M. Chindea, R. Mihăescu, "Object Recognition on Long Range Thermal Image Using State of the Art DNN", Grid, Cloud and High-Performance Computing in Science Conference - RO-LCG, October 17-19, Cluj-Napoca, Romania, 2018;
[14] V. Ghenescu, R. Mihăescu, Ș.-V. Carată, M. Ghenescu, E. Barnoviciu, M. Chindea, "Face Detection and Recognition Based on General Purpose DNN Object Detector", International Symposium on Electronics and Telecommunications - ISETC, November 7-8, Timișoara, Romania, 2018;
[15] A. Racoviţeanu, C. Florea, M. Badea and C. Vertan, "Spontaneous Emotion Detection by Combined Learned and Fixed Descriptors", In Proc. of 2019 International Symposium on Signals, Circuits and Systems (ISSCS), Iași, România, 2019, pp. 1-4. doi: 10.1109/ISSCS.2019.8801755;
[16] A. Mămularu, L. Florea, A. Racoviţeanu, M. Badea, "Clustering Facial Expressions with Transductive Learning", In Proc. of 2019 International Symposium on Signals, Circuits and Systems (ISSCS), Iași, România, 2019, pp. 1-4. doi: 10.1109/ISSCS.2019.8801749;
[17] A. Racoviţeanu, M. Badea, C. Florea, L. Florea, C. Vertan, "Large Margin Loss for Learning Facial Movements from Pseudo-Emotions", In Proc. of British Machine Vision Conference, Cardiff, UK, paper 108, 2019, 12 pag;
[18] C. Florea, L. Florea, C. Vertan, M. Badea, A. Racoviţeanu, "Annealed Label Transfer for Face Expression Recognition", In Proc. of British Machine Vision Conference, Cardiff, UK, paper 104, 2019, 12 pag;
[19] A. Frățilă, C. Florea, C. Vertan, M. Badea, "Genuine vs Posed Expressions: A Juxtaposing of Man and Machine Performance", In Proc. of RISS - Research & Innovation for Secure in Conference on Speech Technology and Human-Computer Dialogue, at Timișoara, Romania Societies, Timișoara, România, 4 pag;
[20] 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, 2019, 3 pag;
[21] 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, 2019, 3 pag;
[22] S.B. Măluţan, I.R. Dragomir, M. Lazăr, D. Vitan, "Hermes, A Proposed Lightweight Block Cipher Used for Limited Resource Devices", In Proc. of RISS - Research & Innovation for Secure in Conference on Speech Technology and Human-Computer Dialogue, at Timișoara, Romania Societies, Timișoara, România;
[23] A. Boteanu, F. Răstoceanu, I. Rădoi, C. Rusea, "Modeling and simulation of electromagnetic shielding for IoT sensor nodes case", In Proc. of RISS - Research & Innovation for Secure in Conference on Speech Technology and Human-Computer Dialogue, at Timișoara, Romania Societies, Timișoara, România;
[24] F. Răstoceanu, I. Rădoi, "FPGA Based Architecture for Securing IoT With Blockchain", In Proc. of RISS - Reaseach & Inovation for Secure in Conference on Speech Technology and Human-Computer Dialogue, at Timișoara, Romania Societies, Timișoara, România;
[25] M. Dogariu, B. Ionescu, "Multimedia Lab @ ImageCLEF 2019 Lifelog Moment Retrieval Task", In CLEF working notes, CEUR, September 9-12, Lugano, Switzerland, 2019, 13 pag;
[26] C. Manolache, H. Cucu, C. Burileanu, "Lemma-based Dynamic Time Warping Search for Keyword Spotting Applications in Romanian", In Proc. of the 10th Conference on Speech Technology and Human-Computer Dialogue (SpeD), Timișoara, Romania, 2019;
[27] Ș. Mihalache, G. Pop, D. Burileanu, "Introducing the RODeCAR Database for Deceptive Speech Detection", In Proc. of 10th International Conference on Speech Technology and Human-Computer Dialogue (SpeD), Timișoara, Romania, 2019;
[28] Ș. Mihalache, D. Burileanu, G. Pop, C. Burileanu, "Modulation-based Speech Emotion Recognition with Reconstruction Error Feature Expansion", In Proc. of 10th International Conference on Speech Technology and Human-Computer Dialogue (SpeD), Timișoara, Romania, 2019;
[29] E. Barnoviciu, M. Ghenescu, Ș.-V. Carată, R. Mihăescu, V. Ghenescu, M. Chindea, "Accurate Data Identification in Low Signal-to-noise Ratio Series", In Proc. of ICASC 2019 - The International Conference on Advanced Scientific Computing - Grid, Cloud and High-Performance Computing in Science;
[30] R. Mihăescu, E. Barnoviciu, Ș.-V. Carată, M. Chindea, M. Ghenescu, V. Ghenescu, "Complete Visualisation, Network Modeling and Training, Web Based Tool, for the Yolo Deep Neural Network Model in the Darknet Framework", In Proc. of 15th IEEE International Conference on Intelligent Computer Communication and Processing 2019 - ICCP;
[31] V. Ghenescu, E. Barnoviciu, Ș.-V. Carată, M. Ghenescu, R. Mihăescu, M. Chindea, "GDPR compliance in Video Surveillance and Video Processing Application", 2nd International Workshop on Research & Innovation for Secure Societies – RISS 2019, in conjunction with "SpeD 2019" - the 10th Conference on Speech Technology and Human-Computer Dialogue;
[32] A.C. Jitaru, Ș. Abdulamit, B. Ionescu, "Lip Reading Data Set for Under-resourced Languages", ACM Multimedia Systems Conference (MMSys) 2020;
[33] L.-D. Ştefan, M.G. Constantin, B. Ionescu, "System Fusion with Deep Ensembles", In ICMR 2020: 2020 ACM International Conference on Multimedia Retrieval, June 8–11, 2020, Dublin, Ireland.