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M. Nilsson · SciRah

Researcher profile · Semantic Scholar

M. Nilsson

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M. Nilsson — researcher profile on SciRah

h-index: 12
Works: 37
Citations: 469

Most-cited papers

Development of automatic surveillance of animal behaviour and welfare using image analysis and machine learned segmentation technique.
M. Nilsson, A. Herlin, H. Ardö, Oleksiy Guzhva +2 more
2015Animal62 citations Open access
Semantic Scholar
Vascular intersection detection in retina fundus images using a new hybrid approach
A. Aibinu, M. Iqbal, A. Shafie, M. Salami +1 more
2010Comput. Biol. Medicine62 citations
Semantic Scholar
VisDrone-MOT2019: The Vision Meets Drone Multiple Object Tracking Challenge Results
Longyin Wen, Yue Zhang, Lie-Feng Bo, Hailin Shi +56 more
20192019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)50 citations
Semantic Scholar
Feasibility study for the implementation of an automatic system for the detection of social interactions in the waiting area of automatic milking stations by using a video surveillance system
O. Guzhva, H. Ardö, A. Herlin, M. Nilsson +2 more
2016Computers and Electronics in Agriculture43 citations
Semantic Scholar
Fast Classification of Empty and Occupied Parking Spaces Using Integral Channel Features
Martin Ahrnbom, Kalle Åström, M. Nilsson
20162016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)41 citations Open access
Semantic Scholar
Now You See Me: Convolutional Neural Network Based Tracker for Dairy Cows
O. Guzhva, H. Ardö, M. Nilsson, A. Herlin +1 more
2018Frontiers in Robotics and AI40 citations Open access
Semantic Scholar
A Public Video Dataset for Road Transportation Applications
N. Saunier, H. Ardö, Jean-Philippe Jodoin, A. Laureshyn +5 more
201424 citations
Semantic Scholar
A new method of correcting uneven illumination problem in fundus images
A. Aibinu, M. Iqbal, M. Nilsson, M. Salami
200719 citations
Semantic Scholar
Video Analysis of Pedestrian Movement (VAPM) under Different Lighting Conditions—Method Exploration
M. Johansson, A. Laureshyn, M. Nilsson
2020Energies13 citations Open access
Semantic Scholar
Convolutional neural network-based cow interaction watchdog
H. Ardö, O. Guzhva, M. Nilsson, A. Herlin
2017IET Computer Vision13 citations
Semantic Scholar
Automatic Diagnosis of Diabetic Retinopathy from Fundus Images Using Digital Signal and Image Processing Techniques
A. Aibinu, M. Iqbal, M. Nilsson, M. Salami
200713 citations
Semantic Scholar
Real-time and Online Segmentation Multi-target Tracking with Track Revival Re-identification
Martin Ahrnbom, M. Nilsson, H. Ardö
2021VISIGRAPP12 citations Open access
Semantic Scholar
How Accurately Can We Measure from Video? Practical Considerations and Enhancements of the Camera Calibration Procedure
A. Laureshyn, M. Nilsson
2018Transportation Research Record12 citations
Semantic Scholar
Learning Based Image Segmentation of Pigs in a Pen
M. Nilsson, H. Ardö, Kalle Åström, A. Herlin +2 more
20149 citations
Semantic Scholar
A CNN-based Cow Interaction Watchdog
H. Ardö, O. Guzhva, M. Nilsson
20168 citations
Semantic Scholar
Elastic Net Regularized Logistic Regression Using Cubic Majorization
M. Nilsson
2014International Conference on Pattern Recognition7 citations
Semantic Scholar
Height Normalizing Image Transform for Efficient Scene Specific Pedestrian Detection
H. Ardö, Martin Ahrnbom, M. Nilsson
2022Advanced Video and Signal Based Surveillance4 citations
Semantic Scholar
Generalized Urban Traffic Surveillance (GUTS): World-Coordinate Tracking for Traffic Safety Applications
Martin Ahrnbom, Ivar Persson, H. Ardö, M. Nilsson
20222022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC)4 citations
Semantic Scholar
Calibration and Absolute Pose Estimation of Trinocular Linear Camera Array for Smart City Applications
Martin Ahrnbom, M. Nilsson, H. Ardö, Kalle Åström +2 more
2021International Conference on Pattern Recognition4 citations
Semantic Scholar
Improving a Real-Time Object Detector with Compact Temporal Information
Martin Ahrnbom, M. B. Jensen, Kalle Åström, M. Nilsson +2 more
20172017 IEEE International Conference on Computer Vision Workshops (ICCVW)4 citations Open access
Semantic Scholar
Reduced Search Space for Rapid Bicycle Detection
M. Nilsson, H. Ardö, A. Laureshyn, Anna Persson
2013International Conference on Pattern Recognition Applications and Methods4 citations Open access
Semantic Scholar
Enhancements of traffic micro simulation models using video analysis
H. Ardö, M. Nilsson, A. Laureshyn, Anna Persson
20124 citations
Semantic Scholar
Multi Target Tracking by Learning from Generalized Graph Differences
H. Ardö, M. Nilsson
2019arXiv.org3 citations
Semantic Scholar
Multi Target Tracking from Drones by Learning from Generalized Graph Differences
H. Ardö, M. Nilsson
20192019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)3 citations
Semantic Scholar
A Framework For Automated Analysis of Surrogate Measures of Safety from Video using Deep Learning Techniques
M. B. Jensen, Martin Ahrnbom, M. Kruithof, Kalle Åström +5 more
20193 citations
Semantic Scholar
In search of a car utilizing a 3D model with context for object detection
M. Nilsson, Hakan Ardo
2015International Conference on Computer Vision Theory and Applications3 citations Open access
Semantic Scholar
A Framework for Automated Traffic Safety Analysis from Video Using Modern Computer Vision
M. B. Jensen, Martin Ahrnbom, M. Kruithof, Kalle Åström +5 more
20192 citations
Semantic Scholar
5.6. Continuous surveillance of pigs in a pen using learning-based segmentation in computer vision
M. Nilsson, A. Herlin, O. Guzhva, Kalle Åström +2 more
20152 citations
Semantic Scholar
Minimizing the Maximal Rank
E. Bylow, Carl Olsson, Fredrik Kahl, M. Nilsson
2016Computer Vision and Pattern Recognition1 citations Open access
Semantic Scholar
Sparse coding with unity range codes and label consistent discriminative dictionary learning
M. Nilsson
2016International Conference on Pattern Recognition1 citations
Semantic Scholar
Superpixel based road user tracker
H. Ardö, M. Nilsson, A. Laureshyn
20141 citations
Semantic Scholar
Detection of vascular intersection in retina fundus
M. Iqbal, A. Aibinu, M. Nilsson, I. Tijani +1 more
20081 citations
Semantic Scholar
Improving Data Quality, Model Transparency and Performance in Lung Histopathology with Explainable AI
Salma Kazemi Rashed, M. Nilsson, Sonja Aits
2026bioRxiv0 citations Open access
Semantic Scholar
A Search Space Strategy for Pedestrian Detection and Localization in World Coordinates
M. Nilsson, Martin Ahrnbom, H. Ardö, A. Laureshyn
2018VISIGRAPP0 citations Open access
Semantic Scholar
Cow claws on concrete slats in the waiting area in a dairy barn estimated by use of Image analysis
H. Ardö, O. Guzhva, M. Nilsson, A. Herlin
20160 citations
Semantic Scholar
Cows on concrete slats of the waiting area in a dairy barn estimated by use of image analysis
H. Ardö, O. Guzhva, M. Nilsson, A. Herlin
20160 citations
Semantic Scholar
Flow Counting Using Realboosted Multi-sized Window Detectors
H. Ardö, M. Nilsson, R. Berthilsson
2012ECCV Workshops0 citations
Semantic Scholar

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