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- 2022
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Mark
Applications of Diversity and the Self-Attention Mechanism in Neural Networks
(
- Thesis › Licentiate thesis
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Mark
Monocular Estimation of Translation, Pose and 3D Shape on Detected Objects using a Convolutional Autoencoder
2022) 17th International Conference on Computer Vision Theory and Applications, VISAPP 2022(
5. p.390-396- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Almost Alive : Robots and Androids
(
- Contribution to journal › Article
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Mark
Differentiable Dynamics for Articulated 3d Human Motion Reconstruction
2022) 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Data-Efficient Learning of Semantic Segmentation
(
- Thesis › Doctoral thesis (compilation)
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Mark
LassoBench: A High-Dimensional Hyperparameter Optimization Benchmark Suite for Lasso
2022) 1st International Conference on Automated Machine Learning (AutoML)(
- Contribution to conference › Paper, not in proceeding
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Mark
Nomenclature and Definition of Atrophic Lesions in Small Bowel Capsule Endoscopy : A Delphi Consensus Statement of the International CApsule endoscopy REsearch (I-CARE) Group
(
- Contribution to journal › Article
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Mark
Joint Handwritten Text Recognition and Word Classification for Tabular Information Extraction
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Points to patches: Enabling the use of self-attention for 3D shape recognition
2022) 26TH International Conference on Pattern Recognition, 2022 In International Conference on Pattern Recognition p.528-534(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Comparison of decomposition algorithms for identification of single motor units in ultrafast ultrasound image sequences of low force voluntary skeletal muscle contractions
(
- Contribution to journal › Debate/Note/Editorial
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Mark
The Crisis of Trust in AI and Autonomous Systems
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Enhanced Motor Imagery-Based Eeg Classification Using A Discriminative Graph Fourier Subspace
2022) 19th IEEE International Symposium on Biomedical Imaging, ISBI 2022 In Proceedings - International Symposium on Biomedical Imaging 2022-March.(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Fast and efficient minimal solvers for quadric based camera pose estimation
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Gender Fairness in Social Robotics : Exploring a Future Care of Peripartum Depression
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Towards Dense Point Correspondence with PatchMatch in Low-Resolution Sonar Images
2022) 2022 IEEE/OES Autonomous Underwater Vehicles Symposium, AUV 2022 In 2022 IEEE/OES Autonomous Underwater Vehicles Symposium, AUV 2022(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
DeepRecon : Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via a Structure-Specific Generative Method
2022) 25th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 13434 LNCS. p.567-577(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Predictive Monitoring of Large-Scale Engineering Assets Using Machine Learning Techniques and Reduced-Order Modeling
(
- Chapter in Book/Report/Conference proceeding › Book chapter
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Mark
Seg2Pose: Pose Estimations from Instance Segmentation Masks in One or Multiple Views for Traffic Applications
2022) 17th International Conference on Computer Vision Theory and Applications, VISAPP 2022(
5. p.777-784- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Sensor node calibration in presence of a dominant reflective plane
2022) 30th European Signal Processing Conference, EUSIPCO 2022 In European Signal Processing Conference 2022-August. p.1941-1945(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Minimal Solvers for Point Cloud Matching with Statistical Deformations
2022) 26th International Conference on Pattern Recognition, ICPR 2022(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Trilateration Using Motion Models
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
LaMAR: Benchmarking Localization and Mapping for Augmented Reality
2022) 17th European Conference on Computer Vision, ECCV 2022 In Lecture Notes in Computer Science 13667. p.686-704(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Using Speech to Reduce Loss of Trust in Humanoid Social Robots
2022) 31st IEEE International Conference on Robot & Human Interactive Communication, IEEE RO-MAN(
- Contribution to conference › Paper, not in proceeding
-
Mark
Bootstrapped Representation Learning for Skeleton-Based Action Recognition
2022) 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022 In IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops 2022-June. p.4153-4163(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Trust Your IMU : Consequences of Ignoring the IMU Drift
2022) 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022 In IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops 2022-June. p.4467-4476(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Semantic Room Wireframe Detection from a Single View
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Simultaneous multiple time scale imaging for kHz-MHz high-speed accelerometry
(
- Contribution to journal › Article
-
Mark
Detailed 3D human body reconstruction from multi-view images combining voxel super-resolution and learned implicit representation
(
- Contribution to journal › Article
- 2021
-
Mark
Visualizing and Communicating Errors in Rendered Images
2021) p.301-320(
- Chapter in Book/Report/Conference proceeding › Book chapter
-
Mark
Visualizing Errors in Rendered High Dynamic Range Images
2021) p.25-28(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Deep ordinal regression with label diversity
2021) 2020 25th International Conference on Pattern Recognition In International Conference on Pattern Recognition p.2740-2747(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Reinforcement Learning for Active Visual Perception
2021)(
- Thesis › Doctoral thesis (compilation)
-
Mark
Generic Merging of Structure from Motion Maps with a Low Memory Footprint
2021) 2020 25th International Conference on Pattern Recognition In International Conference on Pattern Recognition p.4385-4392(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
In Depth Bayesian Semantic Scene Completion
2021) 2020 25th International Conference on Pattern Recognition In International Conference on Pattern Recognition p.6335-6342(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Better Prior Knowledge Improves Human-Pose-Based Extrinsic Camera Calibration
2021) 2020 25th International Conference on Pattern Recognition In International Conference on Pattern Recognition p.4758-4765(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
A Novel Joint Points and Silhouette-Based Method to Estimate 3D Human Pose and Shape
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Applications of Deep Learning in Medical Image Analysis : Grading of Prostate Cancer and Detection of Coronary Artery Disease
2021)(
- Thesis › Doctoral thesis (monograph)
-
Mark
3D Human Pose and Shape Estimation Based on Parametric Model and Deep Learning
2021)(
- Thesis › Doctoral thesis (compilation)
-
Mark
Learning to Implicitly Represent 3D Human Body From Multi-scale Features and Multi-view Images
2021) 2020 25th International Conference on Pattern Recognition In International Conference on Pattern Recognition p.8968-8975(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Transductive Image Segmentation : Self-training and Effect of Uncertainty Estimation
2021) 3rd MICCAI Workshop on Domain Adaptation and Representation Transfer, DART 2021, and the 1st MICCAI Workshop on Affordable Healthcare and AI for Resource Diverse Global Health, FAIR 2021, held in conjunction with 24th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2021 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 12968 LNCS. p.79-89(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Robust image-to-image color transfer using optimal inlier maximization
2021) 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2021 In IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops p.786-795(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Semantic Synthesis of Pedestrian Locomotion
2021) 15th Asian Conference on Computer Vision, ACCV 2020 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 12623 LNCS. p.470-487(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Robust Estimation of Motion Parameters and Scene Geometry : Minimal Solvers and Convexification of Regularisers for Low-Rank Approximation
2021)(
- Thesis › Doctoral thesis (compilation)
-
Mark
Clustering-based particle detection method for digital holography to detect the three-dimensional location and in-plane size of particles
(
- Contribution to journal › Article
-
Mark
Calibration and Absolute Pose Estimation of Trinocular Linear Camera Array for Smart City Applications
2021) 2020 25th International Conference on Pattern Recognition In International Conference on Pattern Recognition p.103-110(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Real-Time and Online Segmentation Multi-Target Tracking with Track Revival Re-Identification
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Mapping and Merging Using Sound and Vision : Automatic Calibration and Map Fusion with Statistical Deformations
2021)(
- Thesis › Doctoral thesis (compilation)
-
Mark
Computer Vision, Machine Learning, and the Promise of Phenomics in Ecology and Evolutionary Biology
(
- Contribution to journal › Scientific review
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Mark
Back to the feature : Learning robust camera localization from pixels to pose
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
MBA-VO : Motion blur aware visual odometry
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding