Pattern Recognition and Bioinformatics

Research output

Research output per year 2006 2021

• 451 Article
• 202 Conference contribution
• 30 Dissertation (TU Delft)
• 28 Poster
• 48 More
  • 9 Abstract
  • 7 Chapter
  • 7 Comment/Letter to the editor
  • 7 Review article
  • 6 Conference article
  • 3 Editorial
  • 2 Book editing
  • 2 Book
  • 2 Letter
  • 2 Patent
  • 1 Paper

Research output per year

Research output per year

Search results

• 2021

  An Alternative Exploitation of Isolation Forests for Outlier Detection

  Mensi, A., Franzoni, A., Tax, D. M. J. & Bicego, M., 2021, Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshops, S+SSPR 2020, Proceedings. Torsello, A., Rossi, L., Pelillo, M., Biggio, B. & Robles-Kelly, A. (eds.). Springer, p. 34-44 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12644 LNCS).

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Outlier Detection
  • Exploitation
  • Isolation
  • Anomaly detection
  • Outlier

• Consistency and Finite Sample Behavior of Binary Class Probability Estimation

  Mey, A. & Loog, M., 2021, 35th aaai conference on artificial intelligence 33rd conference on innovative applications of artificial intelligence the eleventh symposium on educational advances in artificial intelligence. Association for the Advancement of Artificial Intelligence (AAAI), p. 8967-8974

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Finite Sample
  • Risk Minimization
  • Estimator
  • Loss Function
  • Scoring Rules
  1 Downloads (Pure)

• Long-term behaviour recognition in videos with actor-focused region attention

  Ballan, L., Strafforello, O. & Schutte, K., 2021, VISAPP. Farinella, G. M., Radeva, P., Braz, J. & Bouatouch, K. (eds.). SciTePress, p. 362-369 8 p. (VISIGRAPP 2021 - Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications; vol. 5).

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Feature extraction
  • Experiments
  3 Downloads (Pure)

• Target Robust Discriminant Analysis

  Kouw, W. M. & Loog, M., 2021, Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshops, S+SSPR 2020, Proceedings. Torsello, A., Rossi, L., Pelillo, M., Biggio, B. & Robles-Kelly, A. (eds.). Springer, p. 3-13 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12644 LNCS).

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Discriminant Analysis
  • Classifier
  • Discriminant analysis
  • Target
  • Classifiers

• t-EVA: Time-Efficient t-SNE Video Annotation

  Poorgholi, S., Kayhan, O. S. & van Gemert, J. C., 2021, Pattern Recognition. ICPR International Workshops and Challenges, 2021, Proceedings. Del Bimbo, A., Cucchiara, R., Sclaroff, S., Farinella, G. M., Mei, T., Bertini, M., Escalante, H. J. & Vezzani, R. (eds.). Springer, p. 153-169 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12664 LNCS).

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Annotation
  • Sports
  • Labels
  • Availability
  • Similarity
• 2020

  A Distribution Dependent and Independent Complexity Analysis of Manifold Regularization

  Mey, A., Viering, T. J. & Loog, M., 2020, Advances in Intelligent Data Analysis XVIII - 18th International Symposium on Intelligent Data Analysis, IDA 2020, Proceedings. Berthold, M. R., Feelders, A. & Krempl, G. (eds.). Springer Open, p. 326-338 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12080 LNCS).

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Complexity Analysis
  • Supervised learning
  • Regularization
  • Dependent
  • Semi-supervised Learning
  18 Downloads (Pure)

• Deep Hough-Transform Line Priors

  Lin, Y., Pintea, S. & van Gemert, J. C., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). European Conference on Computer Vision ECCV 2020: Computer Vision – ECCV 2020: Springer, Vol. 12367. p. 323-340 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12367 LNCS).

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  Open Access

  • Hough Transform
  • Hough transforms
  • Prior Knowledge
  • Knowledge-based
  • Line

• Defining and quantifying conversation quality in spontaneous interactions

  Prabhu, N. R., Raman, C. & Hung, H., 2020, ICMI 2020 Companion : Companion Publication of the 2020 International Conference on Multimodal Interaction. New York: Association for Computing Machinery (ACM), p. 196-205 10 p.

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  Open Access

  File
  5 Downloads (Pure)

• Efficiency in Real-time Webcam Gaze Tracking

  Gudi, A., li, X. & van Gemert, J., 2020, Computer Vision – ECCV 2020 Workshops: Proceedings. Bartoli, A. & Fusiello, A. (eds.). 1 ed. Cham: Springer, p. 529 - 543 15 p. (Part of the Lecture Notes in Computer Science book series (LNCS, volume 12535) Also part of the Image Processing, Computer Vision, Pattern Recognition, and Graphics book sub series (LNIP, volume 12535); vol. 12535).

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Eye tracking
  • Calibration
  • Cameras
  • Facings
  • Computational efficiency
  3 Downloads (Pure)

• Exploring Personal Memories and Video Content as Context for Facial Behavior in Predictions of Video-Induced Emotions

  Dudzik, B., Broekens, J., Neerincx, M. & Hung, H., 2020, ICMI 2020 - Proceedings of the 2020 International Conference on Multimodal Interaction. New York: Association for Computing Machinery (ACM), p. 153-162 10 p.

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Data storage equipment
  • Labels
  • Machine learning
  • Experiments
  13 Downloads (Pure)

• Investigating the Influence of Personal Memories on Video-Induced Emotions

  Dudzik, B., Hung, H. S., Neerincx, M. A. & Broekens, J., 2020, Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization. p. 53-61 9 p.

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Data storage equipment
  • Computer music
  1 Citation (Scopus)

  1 Downloads (Pure)

• Is Wikipedia succeeding in reducing gender bias? Assessing changes in gender bias in Wikipedia using word embeddings

  Schmahl, K. G., Viering, T. J., Makrodimitris, S., Naseri Jahfari, A., Tax, D. & Loog, M., 1 Nov 2020, Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science. Online: Association for Computational Linguistics, p. 94-103 10 p.

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  Open Access

  File
  3 Downloads (Pure)

• Making Learners (More) Monotone

  Viering, T. J., Mey, A. & Loog, M., 2020, Advances in Intelligent Data Analysis XVIII - 18th International Symposium on Intelligent Data Analysis, IDA 2020, Proceedings. Berthold, M. R., Feelders, A. & Krempl, G. (eds.). Cham: Springer Open, p. 535-547 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12080 ).

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Monotone
  • Supervised Learning
  • Error Rate
  • Baseline
  • Supervised learning
  14 Downloads (Pure)

• On translation invariance in CNNs: Convolutional layers can exploit absolute spatial location

  Kayhan, O. S. & van Gemert, J. C., 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR): Proceedings. O'Conner, L. (ed.). Piscataway: IEEE , p. 14262-14273 12 p.

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Invariance
  • Image classification
  7 Citations (Scopus)

• PREDICT: Efficient Private Disease Susceptibility Testing in Direct-to-Consumer Model

  Ugwuoke, C., Erkin, Z., Reinders, M. & Lagendijk, R., 2020, CODASPY 2020 - Proceedings of the 10th ACM Conference on Data and Application Security and Privacy. Carminati, B. & Kantarcioglu, M. (eds.). Association for Computing Machinery (ACM), p. 329-340 12 p.

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Genes
  • Testing
  • Polymorphism
  • Nucleotides
  • Industry

• Top-down networks: A coarse-to-fine reimagination of CNNs

  Lelekas, I., Tömen, N., Pintea, S. L. & van Gemert, J. C., 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW): Proceedings. O'Conner, L. (ed.). Piscataway: IEEE , p. 3244-3253 10 p. 9151091

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Optical resolving power
  • Image resolution
  • Chemical activation
  • Feature extraction
  • Decision making
  8 Downloads (Pure)

• Workshop on Interdisciplinary Insights into Group and Team Dynamics

  Hung, H., Murray, G., Varni, G., Lehmann-Willenbrock, N., Gerpott, F. H. & Oertel, C., 2020, ICMI 2020 - Proceedings of the 2020 International Conference on Multimodal Interaction. Association for Computing Machinery (ACM), p. 876-877 2 p. (ICMI 2020 - Proceedings of the 2020 International Conference on Multimodal Interaction).

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Computer science
  • Momentum
• 2019

  Comparative Analysis of Magnetic Resonance Fingerprinting Dictionaries via Dimensionality Reduction

  Dzyubachyk, O., Koolstra, K., Pezzotti, N., Lelieveldt, B., Webb, A. & Börnert, P., 2019, Graph Learning in Medical Imaging : 1st International Workshop, GLMI 2019, held in Conjunction with MICCAI 2019, Proceedings. Zhang, D., Zhou, L., Jie, B. & Liu, M. (eds.). Cham: Springer, p. 44-52 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11849 ).

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Magnetic Resonance
  • Fingerprinting
  • Dimensionality Reduction
  • Dictionary
  • Comparative Analysis

• Context in Human Emotion Perception for Automatic Affect Detection: A Survey of Audiovisual Databases

  Dudzik, B., Jansen, M. P., Burger, F., Kaptein, F., Broekens, J., Heylen, D. K. J., Hung, H., Neerincx, M. A. & Truong, K. P., 1 Sep 2019, 2019 8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019. Institute of Electrical and Electronics Engineers (IEEE), 7 p. 8925446

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Emotions
  • Databases
  • Psychological Theory
  • Interpersonal Relations
  • Machine Learning
  4 Citations (Scopus)

• Cross Domain Image Matching in Presence of Outliers

  Liu, X., Khademi, S. & van Gemert, J. C., 2019, CCV workshop on Transferring and Adapting Source Knowledge in Computer Vision. p. 3250-3256 7 p.

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Image matching
  • Anomaly detection
  • Labels
  • Deep learning
  • Entropy
  13 Downloads (Pure)

• Cytosplore: Interactive Visual Single-Cell Profiling of the Immune System

  Hollt, T., Pezzotti, N., van Unen, V., Koning, F., Eisemann, E., Lelieveldt, B. & Vilanova, A., 2019, Eurographics 2019 : Dirk Bartz Prize. Bruckner, S. & Steffen, O. J. (eds.). The Eurographics Association, p. 1-4 4 p.

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Immunology
  • Immune system
  • Vaccines
  • Chemical analysis

• Deep Visual City Recognition Visualization

  Shi, X., Khademi, S. & van Gemert, J., 2019, NCCV 2019 – The Netherlands Conference on Computer Vision. p. 1-6 6 p.

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Network architecture
  • Labels
  • Visualization
  • Neural networks
  • Computer aided manufacturing
  18 Downloads (Pure)

• Detecting F-formations Roles in Crowded Social Scenes with Wearables: Combining Proxemics Dynamics using LSTMs

  Rosatelli, A., Gedik, E. & Hung, H., 2019, 2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW). IEEE , p. 147-153 7 p. 8925179

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Behavioral Sciences
  • Wearable sensors
  • Acceleration
  • Area Under Curve
  • Fusion reactions
  2 Citations (Scopus)

• Efficient real-time camera based estimation of heart rate and its variability

  Gudi, A., Bittner, M., Lochmans, R. & van Gemert, J., 2019, International Conference on Computer Vision (ICCV) Workshop on Computer Vision for Physiological Measurement (CVPM). p. 1570-1579

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Cameras
  • Photoplethysmography
  • Pipelines
  4 Citations (Scopus)

  200 Downloads (Pure)

• Estimating Romantic, Social, and Sexual Attraction by Quantifying Bodily Coordination using Wearable Sensors

  Kapcak, O., Vargas-Quiros, J. & Hung, H., 1 Sep 2019, 2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACIIW 2019. Institute of Electrical and Electronics Engineers (IEEE), p. 154-160 7 p. 8925137

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Wearable sensors
  • Accelerometers
  • ROC Curve
  • Area Under Curve
  2 Citations (Scopus)

• Fast Dynamic Perfusion and Angiography Reconstruction Using an End-to-End 3D Convolutional Neural Network

  Yousefi, S., Hirschler, L., van der Plas, M., Elmahdy, M. S., Sokooti, H., van Osch, M. J. P. & Staring, M., 2019, Machine Learning for Medical Image Reconstruction : 2nd International Workshop, MLMIR 2019, held in Conjunction with MICCAI 2019, Proceedings. Knoll, F., Maier, A., Rueckert, D. & Ye, J. C. (eds.). Cham: Springer, p. 25-35 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11905 ).

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Angiography
  • Labeling
  • Neural Networks
  • Neural networks
  • Hadamard matrices

• Hand-tremor frequency estimation in videos

  Pintea, S. L., Zheng, J., Li, X., Bank, P. J. M., van Hilten, J. J. & van Gemert, J. C., 2019, Computer Vision : ECCV 2018 Workshops, Proceedings. Leal-Taixé, L. & Roth, S. (eds.). Part VI ed. Cham: Springer, p. 213-228 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11134 LNCS).

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Frequency Estimation
  • Frequency estimation
  • Trajectories
  • Human
  • Accelerometer
  2 Citations (Scopus)

• LEAFAGE: Example-based and Feature importance-based Explanations for Black-box ML models

  Adhikari, A., Tax, D. M. J., Satta, R. & Faeth, M., 1 Jun 2019, 2019 IEEE International Conference on Fuzzy Systems, FUZZ 2019. Institute of Electrical and Electronics Engineers (IEEE), Vol. 2019-June. 7 p. 8858846

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Black Box
  • Machine Learning
  • Model
  • Machine learning
  • Transparency
  3 Citations (Scopus)

• Learning an MR acquisition-invariant representation using Siamese neural networks

  Kouw, W. M., Loog, M., Bartels, L. W. & Mendrik, A. M., 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) : Proceedings. Danvers: IEEE , p. 364-367 4 p.

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Classifiers
  • Neural networks
  • Magnetic resonance imaging
  • Tissue
  • Experiments
  1 Citation (Scopus)

• Multimodal data collection for social interaction analysis in-the-wild

  Hung, H., Raman, C., Gedik, E., Tan, S. & Quiros, J. V., 15 Oct 2019, MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia. Association for Computing Machinery (ACM), p. 2714-2715 2 p.

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Design of experiments
  • Sensors
  28 Downloads (Pure)

• On the Statistical Detection of Adversarial Instances over Encrypted Data

  Sheikhalishahi, M., Nateghizad, M., Martinelli, F., Erkin, Z. & Loog, M., 2019, Security and Trust Management - 15th International Workshop, STM 2019, Proceedings. Mauw, S. & Conti, M. (eds.). Springer, Vol. 11738. p. 71-88 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11738 LNCS).

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Malware
  • Experimental Evaluation
  • Statistical tests
  • Classifier
  • Machine Learning
  2 Citations (Scopus)

• Panel: Challenges for multimedia/multimodal research in the next decade

  Chang, S. F., Morency, L. P., Hauptmann, A., Bimbo, A. D., Ji, H., Gurrin, C., Smeaton, A. & Hung, H., 15 Oct 2019, MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia. Association for Computing Machinery (ACM), p. 2234-2235 2 p.

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Multimedia systems
  63 Downloads (Pure)

• Robust Importance-Weighted Cross-Validation under Sample Selection Bias

  Kouw, W. M., Krijthe, J. H. & Loog, M., 2019, 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP). Piscataway: IEEE , p. 1-6 6 p. 8918731

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Sampling
  1 Citation (Scopus)

• Running event visualization using videos from multiple cameras

  Napolean, Y., Wibowo, P. T. & Van Gemert, J. C., 15 Oct 2019, MMSports 2019 - Proceedings of the 2nd International Workshop on Multimedia Content Analysis in Sports, co-located with MM 2019. New York: Association for Computing Machinery (ACM), p. 82-90 9 p. (MMSports 2019 - Proceedings of the 2nd International Workshop on Multimedia Content Analysis in Sports, co-located with MM 2019).

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Visualization
  • Cameras
  • Trajectories
  • Sports
  • Metadata

• The Instantaneous Accuracy: A Novel Metric for the Problem of Online Human Behaviour Recognition in Untrimmed Videos

  Baptista Ríos, M., Lopez-Sastre, R. J., Caba Heilbron, F. & van Gemert, J., 2019, ICCV workshop on Human Behavior Understanding. p. 1-3 3 p.

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  Open Access
  2 Citations (Scopus)

• Towards automatic estimation of conversation floors within F-formations

  Raman, C. & Hung, H., 2019, 2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW). IEEE , p. 175-181 7 p. 8925065

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Lenses
  • Observation
  3 Citations (Scopus)

• Using Phase Instead of Optical Flow for Action Recognition

  Hommos, O., Pintea, S. L., Mettes, P. S. M. & van Gemert, J. C., 2019, Computer Vision – ECCV 2018 Workshops, Proceedings. Leal-Taixé, L. & Roth, S. (eds.). part VI ed. Cham: Springer, p. 678-691 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11134 LNCS).

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Action Recognition
  • Optical Flow
  • Optical flows
  • Motion
  • Filter
  14 Downloads (Pure)

• ViDeNN: Deep Blind Video Denoising

  Claus, M. & van Gemert, J., 2019, CVPR workshop on NTIRE: New Trends in Image Restoration and Enhancement. p. 1843-1852 10 p.

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Luminance
  10 Citations (Scopus)
• 2018

  Artificial Empathic Memory: Enabling Media Technologies to Better Understand Subjective User Experience

  Dudzik, B., Hung, H., Neerincx, M. & Broekens, J., 2018, Proceedings of the 2018 Workshop on Understanding Subjective Attributes of Data, with the Focus on Evoked Emotions, EE-USAD 2018. New York, NY: Association for Computing Machinery (ACM), p. 1-8 8 p.

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Data storage equipment
  2 Citations (Scopus)

• Contextual loss functions for optimization of convolutional neural networks generating pseudo CTs from MRI

  van Stralen, M., Zhou, Y., Wozny, P. J., Seevinck, P. R. & Loog, M., 2018, Medical Imaging 2018: Image Processing. Angelini, E. D. & Landman, B. A. (eds.). Bellingham: SPIE, p. 105741N-1 - 105741N-6 6 p. 105741N. (Proceedings of Spie; vol. 10574).

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Signal-To-Noise Ratio
  • Magnetic resonance imaging
  • optimization
  • Neural networks
  • Signal to noise ratio
  2 Citations (Scopus)

• Discovering Digital Representations for Remembered Episodes from Lifelog Data

  Dudzik, B., Broekens, J., Neerincx, M., Olenick, J., Chang, C-H., Kozlowski, S. W. J. & Hung, H., 2018, Proceedings of the Workshop on Modeling Cognitive Processes from Multimodal Data, MCPMD'18. New York, NY: Association for Computing Machinery (ACM), p. 1-9 9 p. 13

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Data storage equipment
  • Monitoring
  • Sensors
  • Semantics

• Effects of sampling skewness of the importance-weighted risk estimator on model selection

  Kouw, W. & Loog, M., 2018, 2018 24th International Conference on Pattern Recognition (ICPR). IEEE , p. 1468-1473 6 p.

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Sampling
  • Set theory
  • Computational complexity
  3 Citations (Scopus)

• GPU-based stochastic-gradient optimization for non-rigid medical image registration in time-critical applications

  Bhosale, P., Staring, M., Al-Ars, Z. & Berendsen, F. F., 2018, Medical Imaging 2018: Image Processing. Angelini, E. D. & Landman, B. A. (eds.). Bellingham, WA: SPIE, p. 1-8 105740R. (Proceedings of SPIE; vol. 10574).

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  Open Access

  File

  • descent
  • Image registration
  • random sampling
  • hardware
  • Graphics processing unit
  3 Citations (Scopus)

  39 Downloads (Pure)

• Gradient descent for gaussian processes variance reduction

  Bottarelli, L. & Loog, M., 2018, Structural, Syntactic, and Statistical Pattern Recognition : Joint IAPR International Workshop, S+SSPR 2018, Proceedings. Bai, X., Hancock, E. R., Ho, T. K., Wilson, R. C., Biggio, B. & Robles-Kelly, A. (eds.). Cham: Springer, p. 160-169 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11004 ).

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Gradient Descent
  • Variance Reduction
  • Gaussian Process
  • Minimise
  • Submodularity
  1 Citation (Scopus)

• Group interaction frontiers in technology

  Murray, G., Hung, H., Keyton, J., Lai, C., Lehmann-Willenbrock, N. & Oertel, C., 2018, Proceedings of the 2018 International Conference on Multimodal Interaction, ICMI '18. New York, NY: Association for Computing Machinery (ACM), p. 660-662 3 p.

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  Open Access

  File
  2 Citations (Scopus)

  20 Downloads (Pure)

• Improving temporal interpolation of head and body pose using Gaussian process regression in a matrix completion setting

  Tan, S., Tax, D. M. J. & Hung, H., 2018, Proceedings of the Group Interaction Frontiers in Technology, GIFT 2018. D'Mello, S., Scherer, S. & Georgiou, P. P. (eds.). New York, NY, USA: Association for Computing Machinery (ACM), 8 p. 3279982

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Labels
  • Interpolation
  • Sensors
  2 Citations (Scopus)

• No-Audio Multimodal Speech Detection in Crowded Social Settings task at MediaEval 2018

  Cabrera-Quiros, L., Gedik, E. & Hung, H., 2018, Working Notes Proceedings of the MediaEval 2018 Workshop. Larson, M., Arora, P., Demarty, C-H., Riegler, M., Bischke, B., Dellandrea, E., Lux, M., Porter, A. & Jones, G. J. F. (eds.). p. 1-3 3 p. (CEUR Workshop Proceedings; vol. 2283).

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Cameras
  25 Downloads (Pure)

• Protein remote homology detection using dissimilarity-based multiple instance learning

  Mensi, A., Bicego, M., Lovato, P., Loog, M. & Tax, D. M. J., 2018, Structural, Syntactic, and Statistical Pattern Recognition : Joint IAPR International Workshop, S+SSPR 2018, Proceedings. Bai, X., Hancock, E. R., Ho, T. K., Wilson, R. C., Biggio, B. & Robles-Kelly, A. (eds.). Cham: Springer, p. 119-129 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11004 ).

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Dissimilarity
  • Protein
  • Proteins
  • Learning
  • Homology
  2 Citations (Scopus)

• Recurrent Knowledge Distillation

  Pintea, S. L., Liu, Y. & van Gemert, J., 2018, 2018 25th IEEE International Conference on Image Processing (ICIP): Proceedings. Piscataway: IEEE , p. 3393-3397 5 p.

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Distillation
  • Students
  1 Citation (Scopus)

• Semi-automated Processing of Real-Time CMR Scans for Left Ventricle Segmentation

  Shahzad, R., Fasshauer, M., Lelieveldt, B. P. F., Lotz, J. & van der Geest, R. J., 2018, Biomedical Image Registration - 8th International Workshop, WBIR 2018 - Proceedings. Klein, S., Staring, M., Durrleman, S. & Sommer, S. (eds.). Cham: Springer, p. 57-66 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10883 LNCS).

  Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

  • Left Ventricle
  • Segmentation
  • Real-time
  • Cardiac
  • Slice