MITDCNN: A multi-modal input Transformer-based deep convolutional neural network for misfire signal detection in high-noise diesel engines - Wenjie Li; Xiangpeng Liu; Danning Wang; Wei Lu; Bo Yuan; Chengjin Qin; Yuhua Cheng; Catalin-Daniel Caleanu (Expert Syst. Appl., 2024)

Natural language processing with transformers: a review - Georgiana Tucudean; Marian Bucos; Bogdan Dragulescu; Catalin-Daniel Caleanu (PeerJ Comput. Sci., 2024)

Deep Learning-Based Eye Gaze Estimation for Automotive Applications Using Knowledge Distillation - Ioan Lucan Orasan; Adrian-Ioan Bublea; Catalin-Daniel Caleanu (IEEE Access, 2023)

A Brief Overview on Deep Learning-Based Person Re-Identification - Mihai Traian Andreescu; Catalin-Daniel Caleanu; Radu Mîrsu (27th International Conference on System Theory, Control and Computing, ICSTCC 2023, Timisoara, Romania, October 11-13, 2023, 2023)

Computer Aided Diagnosis for Contrast-Enhanced Ultrasound Using Transformer Neural Network - Marina Adriana Mercioni; Catalin-Daniel Caleanu; Cristina Laura Sîrbu (25th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2023, Nancy, France, September 11-14, 2023, 2023)

Evaluation of Tracking Algorithms for Contrast Enhanced Ultrasound Imaging Exploration - Cristina Laura Sîrbu; Ciprian Seiculescu; Ghita Adrian Burdan; Tudor Moga; Catalin-Daniel Caleanu (ACSW 2022: Australasian Computer Science Week 2022, Brisbane, Australia, February 14 - 18, 2022, 2022)

AutoML and Neural Architecture Search for Gaze Estimation - Adrian Bublea; Catalin-Daniel Caleanu (16th IEEE International Symposium on Applied Computational Intelligence and Informatics, SACI 2022, Timisoara, Romania, May 25-28, 2022, 2022)

Benchmarking TensorFlow Lite Quantization Algorithms for Deep Neural Networks - Ioan Lucan Orasan; Ciprian Seiculescu; Catalin-Daniel Caleanu (16th IEEE International Symposium on Applied Computational Intelligence and Informatics, SACI 2022, Timisoara, Romania, May 25-28, 2022, 2022)

Pedestrian Trajectory Prediction in Graph Representation Using Convolutional Neural Networks - Bogdan Ilie Sighencea; Rares Ion Stanciu; Catalin-Daniel Caleanu (16th IEEE International Symposium on Applied Computational Intelligence and Informatics, SACI 2022, Timisoara, Romania, May 25-28, 2022, 2022)

Improving the Diagnostic of Contrast Enhanced Ultrasound Imaging using Optical Flow for Focal Liver Lesion Detection - Cristina Laura Sîrbu; Georgiana Simion; Catalin-Daniel Caleanu (24th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2022, Hagenberg / Linz, Austria, September 12-15, 2022, 2022)

Deep Neural Architectures for Contrast Enhanced Ultrasound (CEUS) Focal Liver Lesions Automated Diagnosis - Catalin-Daniel Caleanu; Cristina Laura Sîrbu; Georgiana Simion (Sensors, 2021)

A Review of Deep Learning-Based Methods for Pedestrian Trajectory Prediction - Bogdan Ilie Sighencea; Rares Ion Stanciu; Catalin-Daniel Caleanu (Sensors, 2021)

A PointNet-Based Solution for 3D Hand Gesture Recognition - Radu Mîrsu; Georgiana Simion; Catalin-Daniel Caleanu; Ioana Monica Pop-Calimanu (Sensors, 2020)

A Bag of Features Approach for CEUS Liver Lesions Investigation - Catalin-Daniel Caleanu; Georgiana Simion (42nd International Conference on Telecommunications and Signal Processing, TSP 2019, Budapest, Hungary, July 1-3, 2019, 2019)

Deep Neural Networks vs Bag of Features for Hand Gesture Recognition - Radu Mîrsu; Georgiana Simion; Catalin-Daniel Caleanu; Oana Ursulescu; Ioana Monica Pop-Calimanu (42nd International Conference on Telecommunications and Signal Processing, TSP 2019, Budapest, Hungary, July 1-3, 2019, 2019)

Embedded Solutions for Deep Neural Networks Implementation - Adrian-Aliosa Erofei; Cristian-Filip Druta; Catalin-Daniel Caleanu (12th IEEE International Symposium on Applied Computational Intelligence and Informatics, SACI 2018, Timisoara, Romania, May 17-19, 2018, 2018)

Hardware and software implementation of an embedded metering webserver - Sebastian Avram; Andreea-Mirela Safta; Catalin-Daniel Caleanu; Radu Vasiu (40th International Conference on Telecommunications and Signal Processing, TSP 2017, Barcelona, Spain, July 5-7, 2017, 2017)

Face expression recognition: A brief overview of the last decade - Catalin-Daniel Caleanu (IEEE 8th International Symposium on Applied Computational Intelligence and Informatics, SACI 2013, Timisoara, Romania, May 23-25, 2013, 2013)

Face identification using kinect technology - Ana-Andreea Nagat; Catalin-Daniel Caleanu (IEEE 8th International Symposium on Applied Computational Intelligence and Informatics, SACI 2013, Timisoara, Romania, May 23-25, 2013, 2013)

Sparse feature for hand gesture recognition: A comparative study - Georgiana Simion; Catalin-Daniel Caleanu (36th International Conference on Telecommunications and Signal Processing, TSP 2013, Rome, Italy, 2-4 July, 2013, 2013)

Combined pattern search optimization of feature extraction and classification parameters in facial recognition - Catalin-Daniel Caleanu; Xia Mao; Gilbert Pradel; Sorin Moga; Yu-Li Xue (Pattern Recognit. Lett., 2011)

Nonlinear Shape-Texture Manifold Learning - Xiaokan Wang; Xia Mao; Catalin-Daniel Caleanu (IEICE Trans. Inf. Syst., 2010)

Interest Operator versus Gabor filtering for facial imagery classification - Catalin-Daniel Caleanu; De-Shuang Huang; Vasile Gui; Virgil Tiponut; Valentin Maranescu (Pattern Recognit. Lett., 2007)