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Research Output 1997 2019

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Journal article
2019

A Double-Deep Spatio-Angular Learning Framework for Light Field based Face Recognition

Sepas-Moghaddam, A., Haque, M. A., Correia, P. L., Nasrollahi, K., Moeslund, T. B. & Pereira, F., 8 May 2019, (Accepted/In press) In : I E E E Transactions on Circuits and Systems for Video Technology.

Research output: Contribution to journalJournal articleResearchpeer-review

Face recognition
Biometrics
Cameras
Neural networks
Experiments

A Novel Deep Network Architecture for Reconstructing RGB Facial Images from Thermal for Face Recognition

Litvin, A., Nasrollahi, K., Ozcinar, C., Guerrero, S. E., Moeslund, T. B. & Anbarjafari, G., 2019, (Accepted/In press) In : Multimedia Tools and Applications.

Research output: Contribution to journalJournal articleResearchpeer-review

2018
79 Downloads (Pure)

Collecting Traffic Video Data using Portable Poles: Survey, Proposal, and Analysis

Jensen, M. B., Bahnsen, C. H., Lahrmann, H. S., Madsen, T. K. O. & Moeslund, T. B., 30 Oct 2018, In : Journal of Transportation Technologies. 8, 4, 25 p., 88175.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Poles
Highway accidents
Cameras
Data acquisition
Accidents
2 Citations (Scopus)
41 Downloads (Pure)

Constrained multi-target tracking for team sports activities

Gade, R. & Moeslund, T. B., Jan 2018, In : IPSJ Transactions on Computer Vision and Applications. 10, 1, 11 p., 2.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Sports
Target tracking
Computer vision
Cameras
Trajectories

Deep Learning: Et gennembrud inden for kunstig intelligens

Jensen, M. B., Bahnsen, C. H., Nasrollahi, K. & Moeslund, T. B., 7 May 2018, In : Aktuel Naturvidenskab. 2, p. 8-13

Research output: Contribution to journalJournal articleCommunication

Open Access
129 Downloads (Pure)

Enhancing Person Re-identification by Late Fusion of Low-, Mid-, and High-Level Features

Lejbølle, A. R., Nasrollahi, K. & Moeslund, T. B., 2018, In : IET Biometrics. 7, 2, p. 125-135 22 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Fusion reactions
Agglomeration
Supervised learning
Learning algorithms
Cameras
2 Citations (Scopus)
91 Downloads (Pure)

Organ Segmentation in Poultry Viscera Using RGB-D

Philipsen, M. P., Dueholm, J. V., Jørgensen, A., Escalera, S. & Moeslund, T. B., 3 Jan 2018, In : Sensors. 18, 1, 15 p., 117.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
viscera
Poultry
Viscera
organs
Neural networks
1 Citation (Scopus)
130 Downloads (Pure)

Rain Removal in Traffic Surveillance: Does it Matter?

Bahnsen, C. H. & Moeslund, T. B., 26 Oct 2018, In : I E E E Transactions on Intelligent Transportation Systems.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
2017
6 Citations (Scopus)

A new low-complexity patch-based image super-resolution

Rasti, P., Nasrollahi, K., Orlova, O., Tamberg, G., Ozcinar, C., Moeslund, T. B. & Anbarjafari, G., 2017, In : IET Computer Vision. 11, 7, p. 567-576 10 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Glossaries
Image resolution
Optical resolving power
Lighting
Merging

Anvendelse af 'computer vision' til analyse af fysisk aktivitet og energiforbrug

Poulsen, M. K., Gade, R., Larsen, R. G., Jensen, M. M., Alldieck, T., Moeslund, T. B. & Franch, J., 2017, In : Dansk Sportsmedicin. 21, 4, p. 46-51

Research output: Contribution to journalJournal articleCommunication

Open Access
15 Citations (Scopus)

Computer vision for sports: Current applications and research topics

Thomas, G., Gade, R., Moeslund, T. B., Carr, P. & Hilton, A., Jun 2017, In : Computer Vision and Image Understanding. 159, p. 3-18

Research output: Contribution to journalJournal articleResearchpeer-review

Sports
Computer vision
Monitoring
Sensors
25 Citations (Scopus)
736 Downloads (Pure)

Deep Pain: Exploiting Long Short-Term Memory Networks for Facial Expression Classification

Rodriguez, P., Cucurull, G., Gonzàlez, J., M. Gonfaus, J., Nasrollahi, K., Moeslund, T. B. & Xavier Roca, F., 2017, In : I E E E Transactions on Cybernetics. PP, 99, p. 1-11

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Personnel
Neural networks
Recovery
Long short-term memory
Deep learning
3 Citations (Scopus)

Locality regularized group sparse coding for action recognition

Bagheri, M. A., Gao, Q., Escalera, S., Moeslund, T. B., Ren, H. & Etemad, E., 1 May 2017, In : Computer Vision and Image Understanding. 158, p. 106-114 9 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Cameras
6 Citations (Scopus)
80 Downloads (Pure)

Reducible Dictionaries for Single Image Super-Resolution based on Patch Matching and Mean Shifting

Rasti, P., Nasrollahi, K., Orlova, O., Tamberg, G., Moeslund, T. B. & Anbarjafari, G., 2017, In : Journal of Electronic Imaging. 26, 2, 9 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
dictionaries
Glossaries
Image resolution
Optical resolving power
high resolution
2016
2 Citations (Scopus)
141 Downloads (Pure)

Context-Aware Fusion of RGB and Thermal Imagery for Traffic Monitoring

Alldieck, T., Bahnsen, C. H. & Moeslund, T. B., 18 Nov 2016, In : Sensors. 16, 11

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
3 Citations (Scopus)
173 Downloads (Pure)

Estimation of energy expenditure during treadmill exercise via thermal imaging

Jensen, M. M., Poulsen, M. K., Alldieck, T., Larsen, R. G., Gade, R., Moeslund, T. B. & Franch, J., 2016, In : Medicine and Science in Sports and Exercise. 48, 12, p. 2571-2579

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Energy Metabolism
Hot Temperature
Oxygen
Thigh
Wrist
13 Citations (Scopus)
808 Downloads (Pure)

Facial Video based Detection of Physical Fatigue for Maximal Muscle Activity

Haque, M. A., Irani, R., Nasrollahi, K. & Moeslund, T. B., 2016, In : IET Computer Vision. 10, 4, p. 323-329

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Muscle
Fatigue of materials
Lighting
Health
Patient rehabilitation

Guest Editorial: Analysis and Retrieval of Events/Actions and Workflows in Video Streams

Doulamis, A., Doulamis, N., Bertini, M., Gonzàlez, J. & Moeslund, T. B., 2016, In : Multimedia Tools and Applications. 75, 22, p. 14985–14990 6 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Airport security
Semantics
Quality assurance
Industrial plants
Compliance
14 Citations (Scopus)
540 Downloads (Pure)

Heartbeat Rate Measurement from Facial Video

Haque, M. A., Irani, R., Nasrollahi, K. & Moeslund, T. B., 2016, In : I E E E Intelligent Systems. 31, 3, p. 40-48

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Human computer interaction
Data acquisition
Lighting
Health
Testing
9 Citations (Scopus)
708 Downloads (Pure)

Improved RGB-D-T based Face Recognition

Oliu Simon, M., Corneanu, C., Nasrollahi, K., Nikisins, O., Guerrero, S. E., Sun, Y., Li, H., Sun, Z., Moeslund, T. B. & Greitans, M., 2016, In : IET Biometrics. 5, 4, p. 297 - 303

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Face recognition
Neural networks
Fusion reactions
Deep learning
13 Citations (Scopus)
548 Downloads (Pure)

Multi-modal RGB–Depth–Thermal Human Body Segmentation

Palmero, C., Clapés, A., Bahnsen, C., Møgelmose, A., Moeslund, T. B. & Escalera, S., 13 Apr 2016, In : International Journal of Computer Vision. 118, 2, p. 217-239

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Supervised learning
Electric fuses
Learning algorithms
Feature extraction
Calibration
15 Citations (Scopus)

Pedestrian Counting with Occlusion Handling Using Stereo Thermal Cameras

Kristoffersen, M. S., Dueholm, J. V., Gade, R. & Moeslund, T. B., 5 Jan 2016, In : Sensors. 16, 1, 62.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access

Reliable gait recognition using 3D reconstructions and random forests: An anthropometric approach

Sandau, M., Heimbürger, R. V., Jensen, K. E., Moeslund, T. B., Aanæs, H., Alkjær, T. & Simonsen, E. B., 6 Jan 2016, In : Journal of Forensic Sciences. 61, 3, p. 637-648 12 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Gait
Clothing
Observer Variation
Biomechanical Phenomena
Walking

RUBA -Videoanalyseprogram til trafikanalyser

Madsen, T. K. O., Christensen, P. M., Bahnsen, C., Jensen, M. B., Moeslund, T. B. & Lahrmann, H. S., 2016, In : Trafik & Veje. 3, p. 14-17 4 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
5 Citations (Scopus)
45 Downloads (Pure)

Segmentation of RGB-D indoor scenes by stacking random forests and conditional random fields

Thøgersen, M., Guerrero, S. E., Gonzàlez, J. & Moeslund, T. B., 2016, In : Pattern Recognition Letters. 80, p. 208–215

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Classifiers
Merging
Computer vision
Decomposition

Termiske kameraer i fremtidens trafikplanlægning

Jensen, O. B., Moeslund, T. B., Gade, R., Jørgensen, A., Lassen, C., Frølund, M., Lange, I. S. G., Murzea, D. L., Meyer, M. A. & Andersen, N. T., 2016, In : Trafik & Veje. 93, 5, p. 58-60

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
4 Citations (Scopus)
1335 Downloads (Pure)

Thermal Imaging Systems for Real-Time Applications in Smart Cities

Gade, R., Moeslund, T. B., Nielsen, S. Z., Skov-Petersen, H., Andersen, H. J., Basselbjerg, K., Dam, H. T., Jensen, O. B., Jørgensen, A., Lahrmann, H., Madsen, T. K. O., Skouboe, E. B. & Povey, B. Ø., May 2016, In : International Journal of Computer Applications in Technology. 53, 4

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Infrared imaging
Imaging systems
Computer vision
Cameras
Sustainable development

Trajectories and Maneuvers of Surrounding Vehicles with Panoramic Camera Arrays

Dueholm, J. V., Kristoffersen, M. S., Satzoda, R. K., Moeslund, T. B. & Trivedi, M. M., 28 Oct 2016, In : I E E E Intelligent Vehicles Symposium. 1, 2, p. 203-214

Research output: Contribution to journalJournal articleResearchpeer-review

Cameras
Trajectories
Intelligent vehicle highway systems
Data reduction
Detectors
46 Citations (Scopus)
1251 Downloads (Pure)

Vision for Looking at Traffic Lights: Issues, Survey, and Perspectives

Jensen, M. B., Philipsen, M. P., Møgelmose, A., Moeslund, T. B. & Trivedi, M. M., 3 Feb 2016, In : I E E E Transactions on Intelligent Transportation Systems. 17, 7, p. 1800-1815

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Telecommunication traffic
Cameras
2015
12 Citations (Scopus)

Chromatic Shadow Detection and Tracking for Moving Foreground Segmentation

Huerta, I., Holte, M. B., Moeslund, T. B. & Gonzàlez, J., 2015, In : Image and Vision Computing. 41, p. 42–53 12 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Color
Luminance
Textures
Lighting
Statistics
14 Citations (Scopus)
378 Downloads (Pure)

Extremal Regions Detection Guided by Maxima of Gradient Magnitude

Faraji, M., Shambezadeh, J., Nasrollahi, K. & Moeslund, T. B., 2015, In : I E E E Transactions on Image Processing. 24, 12, p. 5401-5415 15 p.

Research output: Contribution to journalJournal articleResearchpeer-review

File
Cleaning
Stability criteria
Computer vision
Detectors
Imaging techniques
1 Citation (Scopus)

New equations to calculate 3D joint centres in the lower extremities

Sandau, M., Heimbürger, R. V., Villa, C., Jensen, K. E., Moeslund, T. B., Aanæs, H., Alkjær, T. & Simonsen, E. B., 1 Oct 2015, In : Medical Engineering & Physics. 37, 10, p. 948-955 8 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Hip Joint
Ankle Joint
Lower Extremity
Knee Joint
Computerized tomography
46 Citations (Scopus)
544 Downloads (Pure)

On Soft Biometrics

Nixon, M., Correia, P., Nasrollahi, K., Moeslund, T. B., Hadid, A. & Tistarelli, M., 2015, In : Pattern Recognition Letters. 68, Part 2, p. 218-230 13 p.

Research output: Contribution to journalJournal articleResearchpeer-review

File
Biometrics
Fusion reactions
Innovation
2014
25 Citations (Scopus)

Markerless motion capture can provide reliable 3D gait kinematics in the sagittal and frontal plane

Sandau, M., Koblauch, H., Moeslund, T. B., Aanæs, H., Alkjær, T. & Simonsen, E. B., Sep 2014, In : Medical Engineering & Physics. 36, 9, p. 1168-1175 8 p.

Research output: Contribution to journalJournal articleResearchpeer-review

8 Citations (Scopus)

Markerless motion capture systems for tracking of persons in forensic biomechanics: an overview

X.M. Yang, S., s. Christiansen, M., K. Larsen, P., Alkjær, T., Moeslund, T. B., B. Simonsen, E. & Lynnerup, N., 2014, In : Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization. 2, 1, p. 46-65 20 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Gait analysis
Biomechanics
Gait
Biomechanical Phenomena
Forensic Sciences
225 Citations (Scopus)
5259 Downloads (Pure)

Super-resolution: A comprehensive survey

Nasrollahi, K. & Moeslund, T. B., 14 Jun 2014, In : Machine Vision & Applications. 25, 6, p. 1423-1468

Research output: Contribution to journalJournal articleResearchpeer-review

File
Taxonomies
Image analysis
Medical image processing
Imaging techniques
Optical resolving power
166 Citations (Scopus)
4249 Downloads (Pure)

Thermal Cameras and Applications: A Survey

Gade, R. & Moeslund, T. B., Jan 2014, In : Machine Vision & Applications. 25, 1, p. 245-262 18 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Cameras
Military applications
Sensors
Heat radiation
Agriculture
12 Citations (Scopus)
272 Downloads (Pure)

Thermal Tracking of Sports Players

Gade, R. & Moeslund, T. B., 29 Jul 2014, In : Sensors. 14, 8, p. 13679-13691 13 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Sports
Hot Temperature
Kalman filters
games
Soccer
2327 Downloads (Pure)
Open Access
File
2013

Analyse af adfærd i idrætsfaciliteter

Gade, R., Christensen, C. B., Krogh Jensen, R., Moeslund, T. B. & Harder, H., Dec 2013, In : Forum for Idræt. 29. årgang, 1, p. 121-133 13 p.

Research output: Contribution to journalJournal articleResearchpeer-review

76 Citations (Scopus)
625 Downloads (Pure)

Part-based Pedestrian Detection and Feature-based Tracking for Driver Assistance: Real-Time, Robust Algorithms and Evaluation

Prioletti, A., Møgelmose, A., Grislieri, P., Trivedi, M., Broggi, A. & Moeslund, T. B., 2013, In : I E E E Transactions on Intelligent Transportation Systems. 14, 3, p. 1346-1359 14 p.

Research output: Contribution to journalJournal articleResearchpeer-review

File
Classifiers
Lighting
Detectors
5 Citations (Scopus)
2012
42 Citations (Scopus)

A Local 3D Motion Descriptor for Multi-View Human Action Recognition from 4D Spatio-Temporal Interest Points

Holte, M. B., Chakraborty, B., Gonzalez, J. & Moeslund, T. B., 2012, In : IEEE Journal of Selected Topics in Signal Processing. 6, 5, p. 553 - 565 13 p.

Research output: Contribution to journalJournal articleResearchpeer-review

70 Citations (Scopus)

Human Pose Estimation and Activity Recognition from Multi-View Videos: Comparative Explorations of Recent Developments

Holte, M. B., Tran, C., Trivedi, M. & Moeslund, T. B., 2012, In : IEEE Journal of Selected Topics in Signal Processing. 6, 5, p. 538 - 552 15 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Physical therapy
Sports
Animation
Cameras
Motion analysis
101 Citations (Scopus)
1318 Downloads (Pure)

Selective Spatio-Temporal Interest Points

Chakraborty, B., Holte, M. B., Moeslund, T. B. & Gonzàlez, J., 2012, In : Computer Vision and Image Understanding. 116, 3, p. 396–410

Research output: Contribution to journalJournal articleResearchpeer-review

File
240 Citations (Scopus)
7727 Downloads (Pure)

Vision based Traffic Sign Detection and Analysis for Intelligent Driver Assistance Systems: Perspectives and Survey

Møgelmose, A., Trivedi, M. M. & Moeslund, T. B., 4 Dec 2012, In : I E E E Transactions on Intelligent Transportation Systems. 13, 4, p. 1484-1497

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Traffic signs
Feature extraction
2011
20 Citations (Scopus)

Extracting a Good Quality Frontal Face Image from a Low-Resolution Video Sequence

Nasrollahi, K. & Moeslund, T. B., 2011, In : I E E E Transactions on Circuits and Systems for Video Technology. 21, 10, p. 1353 - 1362

Research output: Contribution to journalJournal articleResearchpeer-review

Image quality
Face recognition
Cameras

Looking at People

Moeslund, T. B., 2011, In : Public Service Review. P F I - P P P. 2011, 11, p. 146-147

Research output: Contribution to journalJournal articleResearchpeer-review

Summarization of Surveillance Video Sequences Using Face Quality Assessment

Nasrollahi, K., Moeslund, T. B. & Rahmati, M., 2011, In : International Journal of Image and Graphics. 11, 2, p. 207-233

Research output: Contribution to journalJournal articleResearchpeer-review

Airports
Cameras
Costs
2010
59 Citations (Scopus)

View-invariant gesture recognition using 3D optical flow and harmonic motion context

Holte, M. B., Moeslund, T. B. & Fihl, P., 7 Dec 2010, In : Computer Vision and Image Understanding. 114, 12, p. 1353-1361 9 p.

Research output: Contribution to journalJournal articleResearchpeer-review