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2020 – today
- 2024
[c60]Seyed Jalaleddin Mousavirad, Irida Shallari, Mattias O'Nils:
An Evolutionary Compact Deep Transfer Learning with CNN for Hyper-Parameter Tuning in Temporal Sorting of Plant Growth. CEC 2024: 1-8- [c59]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: 1-6 - [c58]Ola Gatner, Irida Shallari, Yali Nie, Mattias O'Nils, Muhammad Imran:
Method for Capturing Measured LiDAR Data with Ground Truth for Generation of Big Real LiDAR Data Sets. I2MTC 2024: 1-6 - [c57]Yali Nie, Mattias O'Nils, Ola Gatner, Muhammad Imran, Irida Shallari:
Multi-Path Interference Denoising of LiDAR Data Using a Deep Learning Based on U-Net Model. I2MTC 2024: 1-6 - 2023
- [j31]Adam Lundström, Mattias O'Nils, Faisal Z. Qureshi:
An Interactive Threshold-Setting Procedure for Improved Multivariate Anomaly Detection in Time Series. IEEE Access 11: 93898-93907 (2023) - [j30]Adam Lundström, Mattias O'Nils:
Factory-Based Vibration Data for Bearing-Fault Detection. Data 8(7): 115 (2023) - [c56]Isaac Sánchez Leal, Eiraj Saqib, Irida Shallari, Axel Jantsch, Silvia Krug, Mattias O'Nils:
Waist Tightening of CNNs: A Case study on Tiny YOLOv3 for Distributed IoT Implementations. CPS-IoT Week Workshops 2023: 241-246 - [c55]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: 1-6 - [c54]Vincenzo Gallo, Irida Shallari, Marco Carratu, Mattias O'Nils:
Metrological Characterization of a Clip Fastener assembly fault detection system based on Deep Learning. I2MTC 2023: 1-6 - [c53]Mazhar Hussain, Mattias O'Nils, Jan Lundgren, Mehdi Akbari Saatlu, Rikard Hamrin, Claes Mattson:
A Deep Learning Approach for Classification and Measurement of Hazardous Gases Using Multi-Sensor Data Fusion. SAS 2023: 1-6 - [c52]Eiraj Saqib, Isaac Sánchez Leal, Irida Shallari, Axel Jantsch, Silvia Krug, Mattias O'Nils:
Optimizing the IoT Performance: A Case Study on Pruning a Distributed CNN. SAS 2023: 1-6 - 2022
- [j29]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: 95716-95747 (2022) - [j28]Adam Lundström, Mattias O'Nils, Faisal Z. Qureshi, Axel Jantsch:
Improving Deep Learning Based Anomaly Detection on Multivariate Time Series Through Separated Anomaly Scoring. IEEE Access 10: 108194-108204 (2022) - [j27]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): 661 (2022) - [c51]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: 1-6 - [c50]Irida Shallari, Vincenzo Gallo, Marco Carratu, Mattias O'Nils, Consolatina Liguori, Mazhar Hussain:
Image Scaling Effects on Deep Learning Based Applications. M&N 2022: 1-6 - [c49]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: 1-6 - 2021
- [j26]Irida Shallari, Isaac Sánchez Leal, Silvia Krug, Axel Jantsch, Mattias O'Nils:
Design Space Exploration for an IoT Node: Trade-Offs in Processing and Communication. IEEE Access 9: 65078-65090 (2021) - [j25]Hiba H. Alqaysi, Igor Fedorov, Faisal Z. Qureshi, Mattias O'Nils:
A Temporal Boosted YOLO-Based Model for Birds Detection around Wind Farms. J. Imaging 7(11): 227 (2021) - [j24]Cristian Vilar Giménez, Silvia Krug, Faisal Z. Qureshi, Mattias O'Nils:
Evaluation of 2D-/3D-Feet-Detection Methods for Semi-Autonomous Powered Wheelchair Navigation. J. Imaging 7(12): 255 (2021) - [j23]Cristian Vilar, Silvia Krug, Mattias O'Nils:
Realworld 3D Object Recognition Using a 3D Extension of the HOG Descriptor and a Depth Camera. Sensors 21(3): 910 (2021) - [j22]Mazhar Hussain, Mattias O'Nils, Jan Lundgren:
Multi-Camera Based Setup for Geometrical Measurement of Free-Falling Molten Glass Gob. Sensors 21(4): 1041 (2021) - [j21]Igor Fedorov, Benny Thörnberg, Hiba H. Alqaysi, Najeem Lawal, Mattias O'Nils:
A Two-Layer 3-D Reconstruction Method and Calibration for Multicamera-Based Volumetric Positioning and Characterization. IEEE Trans. Instrum. Meas. 70: 1-9 (2021) - [c48]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: 1-6 - 2020
- [j20]Irida Shallari, Silvia Krug, Mattias O'Nils:
Communication and computation inter-effects in people counting using intelligence partitioning. J. Real Time Image Process. 17(6): 1869-1882 (2020) - [c47]Marco Carratù, Matteo Ferro, Vincenzo Paciello, Paolo Sommella, Jan Lundgren, Mattias O'Nils:
Wireless Sensor Network Calibration for PM10 Measurement. CIVEMSA 2020: 1-6 - [c46]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: 1-6 - [c45]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: 1-6
2010 – 2019
- 2019
- [j19]Silvia Krug, Mattias O'Nils:
Modeling and Comparison of Delay and Energy Cost of IoT Data Transfers. IEEE Access 7: 58654-58675 (2019) - [j18]Irida Shallari, Mattias O'Nils:
From the Sensor to the Cloud: Intelligence Partitioning for Smart Camera Applications. Sensors 19(23): 5162 (2019) - [c44]Marco Carratù, Consolatina Liguori, Antonio Pietrosanto, Mattias O'Nils, Jan Lundgren:
Data Fusion for Timber Bundle Volume Measurement. I2MTC 2019: 1-6 - [c43]Hiba H. Alqaysi, Najeem Lawal, Igor Fedorov, Benny Thörnberg, Mattias O'Nils:
Design Exploration of Multi-Camera Dome. ICDSC 2019: 7:1-7:6 - [c42]Silvia Krug, Irida Shallari, Mattias O'Nils:
A Case Study on Energy Overhead of Different IoT Network Stacks. WF-IoT 2019: 528-529 - [c41]Silvia Krug, Sebastian Bader, Bengt Oelmann, Mattias O'Nils:
Suitability of Communication Technologies for Harvester-Powered IoT-Nodes. WFCS 2019: 1-8 - [c40]Tania Taami, Silvia Krug, Mattias O'Nils:
Experimental Characterization of Latency in Distributed IoT Systems with Cloud Fog Offloading. WFCS 2019: 1-4 - 2018
- [j17]Khursheed Aurangzeb, Musaed A. Alhussein, Mattias O'Nils:
Analysis of Binary Image Coding Methods for Outdoor Applications of Wireless Vision Sensor Networks. IEEE Access 6: 16932-16941 (2018) - [j16]Khursheed Aurangzeb, Musaed A. Alhussein, Mattias O'Nils:
Data Reduction Using Change Coding for Remote Applications of Wireless Visual Sensor Networks. IEEE Access 6: 37738-37747 (2018) - [c39]Irida Shallari, Silvia Krug, Mattias O'Nils:
Architectural evaluation of node: server partitioning for people counting. ICDSC 2018: 1:1-1:6 - [c38]Hiba H. Alqaysi, Najeem Lawal, Igor Fedorov, Mattias O'Nils:
Full Coverage Optimization for Multi Camera Dome Placement in Volumetric Monitoring. ICDSC 2018: 2:1-2:5 - [c37]Igor Fedorov, Najeem Lawal, Benny Thörnberg, Hiba H. Alqaysi, Mattias O'Nils:
Towards calibration of outdoor multi-camera visual monitoring system. ICDSC 2018: 17:1-17:6 - [c36]Khurram Shahzad, Mattias O'Nils:
Condition Monitoring in Industry 4.0-Design Challenges and Possibilities: A Case Study. MetroInd4.0&IoT 2018: 101-106 - 2017
- [c35]Hiba H. Alqaysi, Najeem Lawal, Igor Fedorov, Mattias O'Nils:
Evaluating Coverage Effectiveness of Multi-Camera Domes Placement for Volumetric Surveillance. ICDSC 2017: 49-54 - [c34]Irida Shallari, Muhammad Imran, Najeem Lawal, Mattias O'Nils:
Evaluating Pre-Processing Pipelines for Thermal-Visual Smart Camera. ICDSC 2017: 95-100 - [c33]Igor Fedorov, Najeem Lawal, Mattias O'Nils, Hiba H. Alqaysi:
Placement Strategy of Multi-Camera Volumetric Surveillance System for Activities Monitoring. ICDSC 2017: 113-118 - [c32]Irida Shallari, Qaiser Anwar, Muhammad Imran, Mattias O'Nils:
Background modelling, analysis and implementation for thermographic images. IPTA 2017: 1-6 - 2016
- [j15]Muhammad Imran, Bernhard Rinner, Sajjad Zandi Zand, Mattias O'Nils:
Exploration of preprocessing architectures for field-programmable gate array-based thermal-visual smart camera. J. Electronic Imaging 25(4): 041006 (2016) - [c31]Najeem Lawal, Mattias O'Nils, Muhammad Imran:
Design Exploration of a Multi-camera Dome for Sky Monitoring. ICDSC 2016: 14-18 - 2015
- [c30]Muhammad Imran, Mattias O'Nils, Huma Munir, Benny Thörnberg:
Low complexity FPGA based background subtraction technique for thermal imagery. ICDSC 2015: 1-6 - [c29]Muhammad Imran, Mattias O'Nils, Victor Kardeby, Huma Munir:
STC-CAM1, IR-visual based smart camera system. ICDSC 2015: 195-196 - 2014
- [j14]Muhammad Imran, Khursheed Khursheed, Naeem Ahmad, Mattias O'Nils, Najeem Lawal, Abdul Waheed Malik:
Complexity Analysis of Vision Functions for Comparison of Wireless Smart Cameras. Int. J. Distributed Sens. Networks 10 (2014) - [j13]Muhammad Imran, Khurram Shahzad, Naeem Ahmad, Mattias O'Nils, Najeem Lawal, Bengt Oelmann:
Energy-Efficient SRAM FPGA-Based Wireless Vision Sensor Node: SENTIOF-CAM. IEEE Trans. Circuits Syst. Video Technol. 24(12): 2132-2143 (2014) - [c28]Muhammad Imran, Mattias O'Nils, Najeem Lawal:
Energy Driven Selection and Hardware Implementation of Bi-Level Image Compression. ICDSC 2014: 32:1-32:8 - [c27]Muhammad Imran, Mattias O'Nils, Najeem Lawal:
Demo: SRAM FPGA based Wireless Smart Camera: SENTIOF-CAM. ICDSC 2014: 41:1-41:3 - 2013
- [j12]Muhammad Imran, Naeem Ahmad, Khursheed Khursheed, Abdul Waheed Malik, Najeem Lawal, Mattias O'Nils:
Implementation of Wireless Vision Sensor Node With a Lightweight Bi-Level Video Coding. IEEE J. Emerg. Sel. Topics Circuits Syst. 3(2): 198-209 (2013) - [j11]Naeem Ahmad, Khursheed Khursheed, Muhammad Imran, Najeem Lawal, Mattias O'Nils:
Modeling and Verification of a Heterogeneous Sky Surveillance Visual Sensor Network. Int. J. Distributed Sens. Networks 9 (2013) - [j10]Naeem Ahmad, Muhammad Imran, Khursheed Khursheed, Najeem Lawal, Mattias O'Nils, Bengt Oelmann:
Model, placement optimisation and verification of a sky surveillance visual sensor network. Int. J. Space Based Situated Comput. 3(3): 125-135 (2013) - [c26]Muhammad Imran, Naeem Ahmad, Khursheed Khursheed, Mattias O'Nils, Najeem Lawal:
Low Complexity Background Subtraction for Wireless Vision Sensor Node. DSD 2013: 681-688 - [c25]Khursheed Khursheed, Naeem Ahmad, Muhammad Imran, Mattias O'Nils:
Binary video codec for data reduction in wireless visual sensor networks. Real-Time Image and Video Processing 2013: 86560L - [c24]Muhammad Imran, Khaled Benkrid, Khursheed Khursheed, Naeem Ahmad, Mattias O'Nils, Najeem Lawal:
Analysis and characterization of embedded vision systems for taxonomy formulation. Real-Time Image and Video Processing 2013: 86560J - 2012
- [j9]Muhammad Imran, Khursheed Khursheed, Abdul Waheed Malik, Naeem Ahmad, Mattias O'Nils, Najeem Lawal, Benny Thörnberg:
Architecture Exploration Based on Tasks Partitioning Between Hardware, Software and Locality for a Wireless Vision Sensor Node. Int. J. Distributed Syst. Technol. 3(2): 58-71 (2012) - [j8]Muhammad Imran, Khursheed Khursheed, Najeem Lawal, Mattias O'Nils, Naeem Ahmad:
Implementation of Wireless Vision Sensor Node for Characterization of Particles in Fluids. IEEE Trans. Circuits Syst. Video Technol. 22(11): 1634-1643 (2012) - [c23]Muhammad Imran, Khursheed Khursheed, Naeem Ahmad, Mattias O'Nils, Najeem Lawal, Abdul Waheed Malik:
Architecture of wireless Visual Sensor Node with Region of Interest coding. NESEA 2012: 1-6 - [c22]Naeem Ahmad, Khursheed Khursheed, Muhammad Imran, Najeem Lawal, Mattias O'Nils:
Cost optimization of a sky surveillance visual sensor network. Real-Time Image and Video Processing 2012: 84370U - [c21]Khursheed Khursheed, Muhammad Imran, Naeem Ahmad, Mattias O'Nils:
Selection of bi-level image compression method for reduction of communication energy in wireless visual sensor networks. Real-Time Image and Video Processing 2012: 84370M - [c20]Muhammad Imran, Khursheed Khursheed, Naeem Ahmad, Abdul Waheed Malik, Mattias O'Nils, Najeem Lawal:
Complexity analysis of vision functions for implementation of wireless smart cameras using system taxonomy. Real-Time Image and Video Processing 2012: 84370C - [c19]Khursheed Khursheed, Naeem Ahmad, Muhammad Imran, Mattias O'Nils:
Detecting and coding region of interests in bi-level images for data reduction in Wireless Visual Sensor Network. WiMob 2012: 705-712 - 2011
- [c18]Naeem Ahmad, Najeem Lawal, Mattias O'Nils, Bengt Oelmann, Muhammad Imran, Khursheed Khursheed:
Model and Placement Optimization of a Sky Surveillance Visual Sensor Network. BWCCA 2011: 357-362 - [c17]Khursheed Khursheed, Muhammad Imran, Abdul Waheed Malik, Mattias O'Nils, Najeem Lawal, Benny Thörnberg:
Exploration of Tasks Partitioning between Hardware Software and Locality for a Wireless Camera Based Vision Sensor Node. PARELEC 2011: 127-132
2000 – 2009
- 2007
- [j7]Håkan Norell, Najeem Lawal, Mattias O'Nils:
Automatic Generation of Spatial and Temporal Memory Architectures for Embedded Video Processing Systems. EURASIP J. Embed. Syst. 2007 (2007) - [j6]Benny Thörnberg, Martin Palkovic, Qubo Hu, Leif Olsson, Per Gunnar Kjeldsberg, Mattias O'Nils, Francky Catthoor:
Bit-Width Constrained Memory Hierarchy Optimization for Real-Time Video Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 26(4): 781-800 (2007) - [c16]Najeem Lawal, Mattias O'Nils, Benny Thörnberg:
C++ based System Synthesis of Real-Time Video Processing Systems targeting FPGA Implementation. IPDPS 2007: 1-7 - 2006
- [j5]Najeem Lawal, Benny Thörnberg, Mattias O'Nils, Håkan Norell:
Ram Allocation Algorithm for Video Processing Applications on FPGA. J. Circuits Syst. Comput. 15(5): 679-699 (2006) - [j4]Benny Thörnberg, Qubo Hu, Martin Palkovic, Mattias O'Nils, Per Gunnar Kjeldsberg:
Polyhedral space generation and memory estimation from interface and memory models of real-time video systems. J. Syst. Softw. 79(2): 231-245 (2006) - [c15]Niklas Lepistö, Benny Thörnberg, Mattias O'Nils:
Design Exploration of a Video Pre-processor for an FPGA Based SoC. ARC 2006: 87-92 - [c14]Benny Thörnberg, Mattias O'Nils:
Impact of bit-width specification on the memory hierarchy for a real-time video processing system. DATE 2006: 752-753 - 2005
- [c13]Mattias O'Nils, Bengt Oelmann, Kent Bertilsson, Hans-Erik Nilsson, Göran Thungström:
A project based master's programme for SoF/SoC based sensor systems. ECCTD 2005: 123-126 - [c12]Mattias O'Nils, Per-Robert Lilljefjäll, Benny Thörnberg:
Data partitioning for parallel implementation of real-time video processing systems. ECCTD 2005: 213-216 - [c11]Jan Lundgren, Trond Ytterdal, Mattias O'Nils:
Simplified gate level noise injection models for behavioral noise coupling simulation. ECCTD 2005: 345-348 - [c10]Najeem Lawal, Benny Thörnberg, Mattias O'Nils:
Address Generation for FPGA RAMs for Efficient Implementation of Real-Time Video Processing Systems. FPL 2005: 136-141 - [c9]Benny Thörnberg, Leif Olsson, Mattias O'Nils:
Optimization of Memory Allocation for Real-Time Video Processing on FPGA. IEEE International Workshop on Rapid System Prototyping 2005: 141-147 - 2003
- [c8]Mattias O'Nils, Jan Lundgren, Bengt Oelmann:
A SystemC extension for behavioral level quantification of noise coupling in mixed-signal systems. ISCAS (3) 2003: 898-901 - [c7]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: 275-277 - 2002
- [c6]Benny Thörnberg, Håkan Norell, Mattias O'Nils:
Conceptual interface and memory-modeling for real-time image processing systems. IEEE Workshop on Multimedia Signal Processing 2002: 138-141 - 2001
- [j3]Mattias O'Nils, Axel Jantsch:
Device Driver and DMA Controller Synthesis from HW /SW Communication Protocol Specifications. Des. Autom. Embed. Syst. 6(2): 177-205 (2001) - [j2]Johnny Öberg, Mattias O'Nils, Axel Jantsch, Adam Postula, Ahmed Hemani:
Grammar-based design of embedded systems. J. Syst. Archit. 47(3-4): 225-240 (2001) - [j1]Bengt Oelmann, Kalle Tammemäe, Margus Kruus, Mattias O'Nils:
Automatic FSM Synthesis for Low-power Mixed Synchronous/Asynchronous Implementation. VLSI Design 12(2): 167-186 (2001)
1990 – 1999
- 1999
- [c5]Mattias O'Nils, Axel Jantsch:
Operating System Sensitive Device Driver Synthesis from Implementation Independent Protocol Specification. DATE 1999: 562-567 - [c4]Bengt Oelmann, Mattias O'Nils:
Asynchronous control of low-power gated-clock finite-state machines. ICECS 1999: 915-918 - [c3]Mattias O'Nils, Axel Jantsch:
Synthesis of DMA Controllers from Architecture Independent Descriptions of HW/SW Communication Protocols. VLSI Design 1999: 138-145 - 1998
- [c2]Mattias O'Nils, Johnny Öberg, Axel Jantsch:
Grammar Based Modelling and Synthesis of Device Drivers and Bus Interfaces. EUROMICRO 1998: 10055-10058 - 1996
- [c1]Kalle Tammemäe, Mattias O'Nils, Ahmed Hemani:
Flexible Codesign Target Architecture for Early Prototyping of CMIST Systems. FPL 1996: 193-199
Coauthor Index
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