Jan Lundgren

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 34

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Publications

Marco Carratù, Vincenzo Gallo, Valter Laino, Consolatina Liguori, Antonio Pietrosanto, Jan Lundgren
Cross-Correlation Estimation in Artificial Neural Network for Uncertainty Assessment. I2MTC (2024)
Marianthi Adamopoulou, Meng Jiang, Chibuzo Joseph Nnonyelu, Marco Carratù, Consolatina Liguori, Jan Lundgren
Improving Cardiac Auscultation Signal Quality by using 4-Channel Stethoscope Array. I2MTC (2024)
Jan Lundgren, Meng Jiang, Valter Laino, Vincenzo Gallo, Marco Carratù, Chibuzo Joseph Nnonyelu
Accuracy Impact of Increased Measurement Quality when using Pretrained Networks for Classification. I2MTC (2024)
Marco Carratù, Vincenzo Gallo, Consolatina Liguori, Irida Shallari, Jan Lundgren, Mattias O'Nils
Design and Evaluation of a Soft Sensor for Snow Weight Measurement. I2MTC (2024)
Yang Xie, Yali Nie, Jan Lundgren, Mingliang Yang, Yuxuan Zhang, Zhenbo Chen
Cervical Spondylosis Diagnosis Based on Convolutional Neural Network with X-ray Images. Sensors 24 (11) (2024)
Mazhar Hussain, Mattias O'Nils, Jan Lundgren, Mehdi Akbari Saatlu, Rikard Hamrin, Claes Mattsson
A Deep Learning Approach for Classification and Measurement of Hazardous Gases Using Multi-Sensor Data Fusion. SAS (2023)
Thanh Tran, Sebastian Bader, Jan Lundgren
Denoising Induction Motor Sounds Using an Autoencoder. SAS (2023)
Marco Carratù, Vincenzo Gallo, Consolatina Liguori, Antonio Pietrosanto, Mattias O'Nils, Jan Lundgren
An innovative method for log diameter measurements based on deep learning. I2MTC (2023)
Meng Jiang, Chibuzo Joseph Nnonyelu, Jan Lundgren, Göran Thungström, Mårten Sjöström
A Coherent Wideband Acoustic Source Localization Using a Uniform Circular Array. Sensors 23 (11) (2023)
Mazhar Hussain, Mattias O'Nils, Jan Lundgren, Irida Shallari
A Study on the Correlation between Change in the Geometrical Dimension of a Free-Falling Molten Glass Gob and Its Viscosity. Sensors 22 (2) (2022)
Yali Nie, Paolo Sommella, Marco Carratù, Matteo Ferro, Mattias O'Nils, Jan Lundgren
Recent Advances in Diagnosis of Skin Lesions Using Dermoscopic Images Based on Deep Learning. IEEE Access 10 (2022)
Thanh Tran, Sebastian Bader, Jan Lundgren
An artificial neural network-based system for detecting machine failures using a tiny sound dataset: A case study. ISM (2022)
Meng Jiang, Chibuzo Joseph Nnonyelu, Jan Lundgren, Mårten Sjöström, Göran Thungström, Shan Gao
Performance Comparison of Omni and Cardioid Directional Microphones for Indoor Angle of Arrival Sound Source Localization. I2MTC (2022)
Chibuzo Joseph Nnonyelu, Meng Jiang, Jan Lundgren
A Lower Bound on the Estimation Variance of Direction-of-Arrival and Skew Angle of a Biaxial Velocity Sensor Suffering from Stochastic Loss of Perpendicularity. Sensors 22 (21) (2022)
Thanh Tran, Sebastian Bader, Jan Lundgren
An artificial neural network-based system for detecting machine failures using tiny sound data: A case study. CoRR (2022)
Mazhar Hussain, Mattias O'Nils, Jan Lundgren, Marco Carratù, Irida Shallari
Selection of optimal parameters to predict fuel consumption of city buses using data fusion. SAS (2022)
Yali Nie, Marco Carratù, Mattias O'Nils, Paolo Sommella, Moise Avoci Ugwiri, Jan Lundgren
Skin Cancer Classification based on Cosine Cyclical Learning Rate with Deep Learning. I2MTC (2022)
Thanh Tran, Sebastian Bader, Jan Lundgren
Denoising Induction Motor Sounds Using an Autoencoder. CoRR (2022)
Thanh Tran, Nhat Truong Pham, Jan Lundgren
Detecting Drill Failure in the Small Short-sound Drill Dataset. CoRR (2021)
Mazhar Hussain, Mattias O'Nils, Jan Lundgren
Multi-Camera Based Setup for Geometrical Measurement of Free-Falling Molten Glass Gob. Sensors 21 (4) (2021)
Javier Brugés Martelo, Jan Lundgren, Mattias Andersson
Paperboard Coating Detection Based on Full-Stokes Imaging Polarimetry. Sensors 21 (1) (2021)
Marco Carratù, Vincenzo Gallo, Consolatina Liguori, Antonio Pietrosanto, Mattias O'Nils, Jan Lundgren
A CNN-based approach to measure wood quality in timber bundle images. I2MTC (2021)
Shahab Pasha, Arman Arian, Jan Lundgren
Machine-learnt Beamforming for Large Aperture 3D Microphone Arrays, An Industrial Application. MMSP (2021)
Yali Nie, Matteo Ferro, Paolo Sommella, Marco Carratù, Sara Cacciapuoti, Giuseppe Di Leo, Jan Lundgren, Gabriella Fabbrocini
Ensembling CNNs for dermoscopic analysis of suspicious skin lesions. MeMeA (2021)
Thanh Tran, Kien Bui Huy, Nhat Truong Pham, Marco Carratù, Consolatina Liguori, Jan Lundgren
Separate Sound into STFT Frames to Eliminate Sound Noise Frames in Sound Classification. SSCI (2021)
Meng Jiang, Jan Lundgren, Shahab Pasha, Marco Carratù, Consolatina Liguori, Göran Thungström
Indoor Silent Object Localization using Ambient Acoustic Noise Fingerprinting. I2MTC (2020)
Shahab Pasha, Jan Lundgren, Marco Carratù, Patrik Wreeby, Consolatina Liguori
Two-stage Artificial Intelligence Clinical Decision Support System for Cardiovascular Assessment using Convolutional Neural Networks and Decision Trees. BIOSIGNALS (2020)
Shahab Pasha, Jan Lundgren, Christian H. Ritz
Multi-Channel Electronic Stethoscope for Enhanced Cardiac Auscultation using Beamforming and Equalisation Techniques. EUSIPCO (2020)
Thanh Tran, Jan Lundgren
Drill Fault Diagnosis Based on the Scalogram and Mel Spectrogram of Sound Signals Using Artificial Intelligence. IEEE Access 8 (2020)
Yali Nie, Laura De Santis, Marco Carratù, Mattias O'Nils, Paolo Sommella, Jan Lundgren
Deep Melanoma classification with K-Fold Cross-Validation for Process optimization. MeMeA (2020)
Marco Carratù, Matteo Ferro, Vincenzo Paciello, Paolo Sommella, Jan Lundgren, Mattias O'Nils
Wireless Sensor Network Calibration for PM10 Measurement. CIVEMSA (2020)
Marco Carratù, Consolatina Liguori, Antonio Pietrosanto, Mattias O'Nils, Jan Lundgren
A novel IVS procedure for handling Big Data with Artificial Neural Networks. I2MTC (2020)
Marco Carratù, Consolatina Liguori, Antonio Pietrosanto, Mattias O'Nils, Jan Lundgren
Data Fusion for Timber Bundle Volume Measurement. I2MTC (2019)
Shahab Pasha, Christian H. Ritz, Jan Lundgren
A Survey on Ad Hoc Signal Processing: Applications, Challenges and State-of-the-Art Techniques. ISSPIT (2019)
Johan Janson Olstam, Jan Lundgren, Mikael Adlers, Pontus Matstoms
A framework for simulation of surrounding vehicles in driving simulators. ACM Trans. Model. Comput. Simul. 18 (3) (2008)
Jan Lundgren, Trond Ytterdal, Mattias O'Nils
Simplified gate level noise injection models for behavioral noise coupling simulation. ECCTD (2005)
Mattias O'Nils, Jan Lundgren, Bengt Oelmann
A SystemC extension for behavioral level quantification of noise coupling in mixed-signal systems. ISCAS (3) (2003)
Jan Lundgren, Bengt Oelmann, Trond Ytterdal, Patrik Eriksson, Munir Abdalla, Mattias O'Nils
Behavioral Simulation of Power Line Noise Coupling in Mixed-Signal Systems using SystemC. ISVLSI (2003)
Matthias Ganzinger, George Demiris, Stanley M. Finkelstein, Stuart M. Speedie, Jan Lundgren
An Automated Web Diary System for TeleHomeCare Patient Monitoring. AMIA (2001)