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Research Output 1997 2019

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 Framework For Automated Analysis of Surrogate Measures of Safety from Video using Deep Learning Techniques

Jensen, M. B., Ahrnbom, M., Kruithof, M., Åström, K., Nilsson, M., Ardö, H., Laureshyn, A., Johnsson, C. & Moeslund, T. B., Jan 2019, In : Transportation Research Board. Annual Meeting Proceedings.

Research output: Contribution to journalConference article in JournalResearchpeer-review

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

Controlling a drone by the tongue – A pilot study on drone based facilitation of social activities and sports for people with complete tetraplegia

Mohammadi, M., Lontis, R., Bentsen, B., Knoche, H., Moeslund, T. B., Bak, T., Gaihede, M. & Andreasen Struijk, L. N. S., 1 Jan 2019, Converging Clinical and Engineering Research on Neurorehabilitation III: Proceedings of the 4th International Conference on NeuroRehabilitation (ICNR2018), October 16-20, 2018, Pisa, Italy. Masia, L., Micera, S., Akay, M. & Pons, J. L. (eds.). Springer Publishing Company, p. 523-527 5 p. (Biosystems and Biorobotics, Vol. 21).

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearchpeer-review

Sports
Interfaces (computer)
Mountings
Drones
3 Downloads (Pure)

Detection of Marine Animals in a New Underwater Dataset with Varying Visibility

Pedersen, M., Haurum, J. B., Gade, R., Moeslund, T. B. & Madsen, N., Jun 2019, (Accepted/In press) IEEE Conference on Computer Vision and Pattern Recognition Workshops.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File

Image-based Sea/Land Map Generation from Radar Data

Riera, F. J., Engholm, R., Jochumsen, L. W. & Moeslund, T. B., 14 Feb 2019, Proceedings of AVSS 2018 - 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance. Electrical Engineering/Electronics, Computer, Communications and Information Technology Association, 8639357. (Proceedings of AVSS 2018 - 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

radar
segmentation
pixel
learning
land
1 Downloads (Pure)

Is it Raining Outside? Detection of Rainfall using General-Purpose Surveillance Cameras

Haurum, J. B., Bahnsen, C. H. & Moeslund, T. B., Jun 2019, (Accepted/In press) IEEE Conference on Computer Vision and Pattern Recognition Workshops.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
Rain
Cameras
Convolution
163 Downloads (Pure)

Learning to Remove Rain in Traffic Surveillance by Using Synthetic Data

Bahnsen, C. H., Vázquez, D., M. López, A. & Moeslund, T. B., 2019, Proceedings of the 14th International Conference on Computer Vision Theory and Applications (VISIGRAPP 2019). p. 1 8 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
108 Downloads (Pure)

Multimodal Heartbeat Rate Estimation from the Fusion of Facial RGB and Thermal Videos

Johansen, A. S., Henriksen, J. W., Haque, M. A., Jahromi, M. N. S., Nasrollahi, K. & Moeslund, T. B., 2019, 11th International Conference on Machine Vision (ICMV). SPIE - International Society for Optical Engineering, Vol. 1104101. p. 110410R 8 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

File
Fusion reactions
Color
Computer vision
Infrared imaging
Electrocardiography

OCCLUSION-AWARE PEDESTRIAN DETECTION

Apostolopoulos, C., Nasrollahi, K., Yang, M-H. Y., Jahromi, M. N. S. & Moeslund, T. B., 15 Mar 2019, The 11th International Conference on Machine Vision. SPIE - International Society for Optical Engineering, Vol. 1104101. p. 110410I 8 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Reaching behind Specular Highlights by Registration of Two Images of Broiler Viscera

Jørgensen, A., Pedersen, M., Gade, R., Fagertun, J. & Moeslund, T. B., 2019, (Accepted/In press) Proceedings of the 14th Asian Conference on Computer Vision.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Inspection
Poultry
Computer vision
Processing

Reading circular analogue gauges using digital image processing

Lauridsen, J. S., Graasmé, J. A. G., Pedersen, M., Jensen, D. G., Andersen, S. H. & Moeslund, T. B., 2019, (Accepted/In press) Proceedings of the 14th International Conference on Computer Vision Theory and Applications.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Gages
Image processing
Time series
Principal component analysis
Computer vision

TONGUE CONTROL OF EXOSKELETONS AND ASSISTIVE ROBOTIC ARMS FOR INDIVIDUALS WITH TETRAPLEGIA

Struijk, L. N. S. A., Mohammadi, M., Thøgersen, M., Bengtson, S. H., Kobbelgaard, F. V., Gull, M. A., Kanstrup, A. M., Gaihede, M., Kasch, H. & Moeslund, T. B., 2019, (Accepted/In press) NosCos. p. 1 1 p.

Research output: Contribution to book/anthology/report/conference proceedingConference abstract in proceedingResearchpeer-review

Understanding Behaviors in Videos through Behavior-Specific Dictionaries

Ren, H., Liu, W., Olsen, S. I., Escalera, S. & Moeslund, T. B., 2019, (Accepted/In press) In : Computer Vision and Image Understanding. p. 1-58 58 p.

Research output: Contribution to journalReview articleResearchpeer-review

Glossaries
Stairs
Scalability
Pixels

Use of underwater camera technology in fisheries and marine monitoring: Dansk havforskermøde 2019

Madsen, N., Jensen, K. T., Møller, P. R., Pedersen, M., Andersen, R. E. & Moeslund, T. B., 23 Jan 2019, p. 168-168. 1 p.

Research output: Contribution to conference without publisher/journalConference abstract for conferenceResearch

2018

1 st ACM international workshop on multimedia content analysis in sports

Lienhart, R., Moeslund, T. B. & Saito, H., 15 Oct 2018, MM 2018 - Proceedings of the 2018 ACM Multimedia Conference. Association for Computing Machinery, p. 2125-2126 2 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingCommunication

Sports
Fusion reactions
Statistical methods
Sensors
Industry
205 Downloads (Pure)

Attention in Multimodal Neural Networks for Person Re-identification

Lejbølle, A. R., Krogh, B., Nasrollahi, K. & Moeslund, T. B., Jun 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE, p. 292-300 9 p. (IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
Electric fuses
Convolution
Lighting
Cameras
Neural networks
1 Citation (Scopus)

Automatic Access Control Based on Face and Hand Biometrics in A Non-Cooperative Context

Jahromi, M. N. S., Bonderup, M. B., Asadi-Aghbolaghi, M., Avots, E., Nasrollahi, K., Guerrero, S. E., Kasaei, S., Moeslund, T. B. & Anbarjafari, G., 24 Apr 2018, Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision Workshops, WACVW 2018: Cross-Domain Biometric Recognition Workshop. IEEE, p. 28-36 9 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Biometrics
Access control
Door handles
Control systems

Back-dropout Transfer Learning for Action Recognition

Ren, H., Kanhabua, N., Møgelmose, A., Liu, W., Escalera, S., Baro, X. & Moeslund, T. B., 2018, In : IET Computer Vision. 12, 4, p. 1-15 15 p.

Research output: Contribution to journalReview articleResearchpeer-review

Learning algorithms
31 Downloads (Pure)

Camera Calibration for Underwater 3D Reconstruction Based on Ray Tracing using Snell’s Law

Pedersen, M., Bengtson, S. H., Gade, R., Madsen, N. & Moeslund, T. B., 13 Dec 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE, p. 1410-1417 8 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
Snells law
ray tracing
cameras
refraction
air
8 Citations (Scopus)
148 Downloads (Pure)

Changes in Facial Expression as Biometric: A Database and Benchmarks of Identification

Haamer, R. E., Kulkarni, K., Imanpour, N., Haque, M. A., Avots, E., Breisch, M., Nasrollahi, K., Guerrero, S. E., Ozcinar, C., Baro, X., Naghsh-Nilchi, A. R., Moeslund, T. B. & Anbarjafari, G., 2018, 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018). IEEE, p. 621-628 8 p. 8373891

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
Biometrics
Fusion reactions
Neural networks
Face recognition
Support vector machines

Classify broiler viscera using an iterative approach on noisy labeled training data

Jørgensen, A., Fagertun, J. & Moeslund, T. B., 2018, Advances in Visual Computing: 13th International Symposium, ISVC 2018, Las Vegas, NV, USA, November 19 – 21, 2018, Proceedings. Xu, K., Lin, S., Boyle, R., Alsallakh, B., Turek, M., Ramalingam, S., Bebis, G., Parvin, B., Yang, J., Ventura, J., Koracin, D. & Cuervo, E. (eds.). Springer, p. 264-273 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11241 LNCS).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Labels
Poultry
Inspection
Food safety
Meats
152 Downloads (Pure)

Collaborative Meat Processing in Virtual Reality: Evaluating Perceived Safety and Predictability of Robot Approach

Hansen, L. I. N., Vinther, N., Stranovsky, L., Philipsen, M. P., Wu, H. & Moeslund, T. B., 5 Mar 2018, Proceedings of the VAM-HRI 2018: The First International Workshop on Virtual, Augmented and Mixed Reality for Human-Robot Interaction. VAM-HRI, 5 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
Meats
Industrial robots
Virtual reality
Robots
Processing
71 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)
36 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
4 Citations (Scopus)
327 Downloads (Pure)

Deep Multimodal Pain Recognition: A Database and Comparison of Spatio-Temporal Visual Modalities

Haque, M. A., B. Bautista, R., Noroozi, F., Kulkarni, K., Laursen, C. B., Irani, R., Bellantonio, M., Escalera, S., Anbarjafari, G., Nasrollahi, K., Andersen, O. K., Spaich, E. G. & Moeslund, T. B., 2018, Proceedings of the 13th IEEE International Conference on Automatic Face and Gesture Recognition, FG, 15-19 May 2018, Xi'an, China. IEEE, p. 250-257 8 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
Fusion reactions
Costs
Inspection
Tissue
Hot Temperature
122 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
124 Downloads (Pure)

Estimating the Number of Soccer Players using Simulation-based Occlusion Handling

Huda, N. U., Jensen, K. H., Gade, R. & Moeslund, T. B., 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE, p. 1937-1946

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
Cameras
Computer graphics
Sports
Maximum likelihood
Classifiers
1 Citation (Scopus)
260 Downloads (Pure)

Facial Expression Recognition for Traumatic Brain Injured Patients

Ilyas, C. M. A., Haque, M. A., Rehm, M., Nasrollahi, K. & Moeslund, T. B., 2018, VISAPP 2018: 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications.. Tremeau, A., Braz, J. & Imai, F. (eds.). SCITEPRESS Digital Library, Vol. 4. p. 522-530 9 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
Brain
Muscle
Processing

Getting Crevices, Cracks, and Grooves in Line: Anomaly Categorization for AQC Judgment Models

Hansen, A. J., Knoche, H. & Moeslund, T. B., 11 Sep 2018, Tenth International Conference on Quality of Multimedia Experience (QoMEX), 2018. IEEE, 3 p. 8463295. (International Conference on Quality of Multimedia Experience (QoMEX)).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Quality control
Cracks
Inspection
Computer vision
128 Downloads (Pure)

Industrial Human-Robot Collaboration

Philipsen, M. P., Rehm, M. & Moeslund, T. B., Jul 2018, Proc. FAIM/ISCA Workshop on Artificial Intelligence for Multimodal Human Robot Interaction. p. 35-38

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
Robots
Health care
Signal processing
Education

Light Field Based Face Recognition Via A Fused Deep Representation

Sepas-Moghaddam, A., Correia, P. L., Nasrollahi, K., Moeslund, T. B. & Pereira, F., 31 Oct 2018, IEEE International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING. Pustelnik, N., Tan, Z-H., Ma, Z. & Larsen, J. (eds.). IEEE, 6 p. 8516966. (Machine Learning for Signal Processing).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Face recognition
Biometrics
Feature extraction
Classifiers
Fusion reactions

MmSports’18 workshop chairs’ welcome

Lienhart, R., Moeslund, T. B. & Saito, H., 19 Oct 2018, MMSports 2018 - Proceedings of the 1st International Workshop on Multimedia Content Analysis in Sports, Co-located with MM 2018. Association for Computing Machinery, p. III

Research output: Contribution to book/anthology/report/conference proceedingPreface/Introduction/postscriptResearchpeer-review

53 Downloads (Pure)

Occupancy Analysis of Soccer Fields Using Wide-Angle Lens

Huda, N. U., Hansen, B. D., Gade, R. & Moeslund, T. B., 9 Apr 2018, 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS). Dipanda, A., Chbeir, R., Nain, N., Yetongnon, K. & Gallo, L. (eds.). Jaipur, India: IEEE, p. 354-359 6 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Structural properties
Luminance
Lenses
Cameras
Color
2 Citations (Scopus)
86 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
559 Downloads (Pure)

Parking Space Verification: Improving Robustness Using A Convolutional Neural Network

Jensen, T. H. P., Schmidt, H. T., Bodin, N. D., Nasrollahi, K. & Moeslund, T. B., 2018, Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. SCITEPRESS Digital Library, Vol. 5. p. 311-318

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
Parking
Neural networks
Classifiers
Railroad cars
Lighting
59 Downloads (Pure)

Patient’s Body Motion Study using Multimodal RGBDT Videos

Haque, M. A., Kjeldsen, S. S., Arguissain, F. G., Brunner, I., Nasrollahi, K., Andersen, O. K., Nielsen, J. F., Moeslund, T. B. & Jørgensen, A., 2018, Advances in Visual Computing: 13th International Symposium, ISVC 2018, Las Vegas, NV, USA, November 19 – 21, 2018, Proceedings. Springer, p. 552-564 12 p. (Lecture Notes in Computer Science, Vol. 11241).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

File
Optical flows
Taxonomies
Patient rehabilitation
Learning systems
Brain
1 Citation (Scopus)
123 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

Rehabilitation of Traumatic Brain Injured Patients: Patient Mood Analysis from Multimodal Video

Ilyas, C. M. A., Nasrollahi, K., Rehm, M. & Moeslund, T. B., 7 Oct 2018, 2018 IEEE International Conference on Image Processing: ICIP 2018. IEEE, p. 2291-2295 5 p. 8451223. (IEEE International Conference on Image Processing (ICIP)).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Rehabilitation
Brain
Facial Expression
Long-Term Memory
Short-Term Memory
28 Downloads (Pure)

Self-supervised Preparation for Supervised Pose Prediction

Philipsen, M. P. & Moeslund, T. B., 3 Dec 2018, p. 18. 1 p.

Research output: Contribution to conference without publisher/journalConference abstract for conferenceResearch

Open Access
File

Swimming Pool Occupancy Analysis using Deep Learning on Low Quality Video

Jensen, M. B., Gade, R. & Moeslund, T. B., Oct 2018, ACM Multimedia Conference Workshops: First International Workshop on Multimedia Content Analysis in Sports. Association for Computing Machinery, p. 67-73

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Swimming pools
Embedded systems
Deep learning
Costs

Testing Augmented Reality Systems for Spotting Sub-Surface Impurities

Hald, K., Rehm, M. & Moeslund, T. B., 2018, Human Work Interaction Design. Designing Engaging Automation: 5th IFIP WG 13.6 Working Conference, HWID 2018, Espoo, Finland, August 20 - 21, 2018, Revised Selected Papers. Springer, p. 103-112 (I F I P, Vol. 544).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Augmented reality
Display devices
Impurities
Testing
Needles
28 Downloads (Pure)
File
Open Access
Accidents
Application programs
Smartphones
Emergency rooms
Law enforcement

Towards a ground truth of AADT on using video data and tracking software?

Øhlenschlæger, R., Lahrmann, H. S., Moeslund, T. B., Bahnsen, C. H. & Agerholm, N., 2018, In : ITS World Congress. 6, 11 p.

Research output: Contribution to journalConference article in JournalResearchpeer-review

Hardware
Cameras
Calibration
32 Downloads (Pure)

Virtual Reality for Demonstrating Tool Pose

Philipsen, M. P., Wu, H. & Moeslund, T. B., 5 Oct 2018.

Research output: Contribution to conference without publisher/journalConference abstract for conferenceResearchpeer-review

File
Virtual reality
Demonstrations
Robot learning
Cameras
2017
97 Downloads (Pure)

Adaptive and self-learning slaughter robots

Philipsen, M. P., Andersen, R. S., Madsen, O. & Moeslund, T. B., 27 Nov 2017, 6th Aalborg U Robotics Workshop. p. 16 1 p.

Research output: Contribution to book/anthology/report/conference proceedingConference abstract in proceedingResearch

Open Access
File
Robot learning
Intelligent robots
Meats
Adaptive algorithms
Standardization