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

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

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

A Brief Overview on Deep Learning-Based Person Re-Identification. - Andreescu, Mihai Traian; Caleanu, Catalin-Daniel; Mîrsu, Radu (2023)

Computer Aided Diagnosis for Contrast-Enhanced Ultrasound Using Transformer Neural Network. - Mercioni, Marina Adriana; Caleanu, Catalin-Daniel; Sîrbu, Cristina Laura (2023)

Evaluation of Tracking Algorithms for Contrast Enhanced Ultrasound Imaging Exploration. - Sîrbu, Cristina Laura; Seiculescu, Ciprian; Burdan, Ghita Adrian; Moga, Tudor; Caleanu, Catalin-Daniel (2022)

AutoML and Neural Architecture Search for Gaze Estimation. - Bublea, Adrian; Caleanu, Catalin-Daniel (2022)

Benchmarking TensorFlow Lite Quantization Algorithms for Deep Neural Networks. - Orasan, Ioan Lucan; Seiculescu, Ciprian; Caleanu, Catalin-Daniel (2022)

Pedestrian Trajectory Prediction in Graph Representation Using Convolutional Neural Networks. - Sighencea, Bogdan Ilie; Stanciu, Rares Ion; Caleanu, Catalin-Daniel (2022)

Improving the Diagnostic of Contrast Enhanced Ultrasound Imaging using Optical Flow for Focal Liver Lesion Detection. - Sîrbu, Cristina Laura; Simion, Georgiana; Caleanu, Catalin-Daniel (2022)

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

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

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

A Bag of Features Approach for CEUS Liver Lesions Investigation. - Caleanu, Catalin-Daniel; Simion, Georgiana (2019)

Deep Neural Networks vs Bag of Features for Hand Gesture Recognition. - Mîrsu, Radu; Simion, Georgiana; Caleanu, Catalin-Daniel; Ursulescu, Oana; Pop-Calimanu, Ioana Monica (2019)

Embedded Solutions for Deep Neural Networks Implementation. - Erofei, Adrian-Aliosa; Druta, Cristian-Filip; Caleanu, Catalin-Daniel (2018)

Hardware and software implementation of an embedded metering webserver. - Avram, Sebastian; Safta, Andreea-Mirela; Caleanu, Catalin-Daniel; Vasiu, Radu (2017)

Face expression recognition: A brief overview of the last decade. - Caleanu, Catalin-Daniel (2013)

Face identification using kinect technology. - Nagat, Ana-Andreea; Caleanu, Catalin-Daniel (2013)

Sparse feature for hand gesture recognition: A comparative study. - Simion, Georgiana; Caleanu, Catalin-Daniel (2013)

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

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

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