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- 2024
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Mark
Using NeRF- and Mesh-Based Methods to Improve Visualisation of Point Clouds
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- Master (Two yrs)
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Mark
Virtual H&E Staining Using PLS Microscopy and Neural Networks
(
- Master (Two yrs)
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Mark
Multivariate time series classification in time-sensitive environments using deep learning
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- Master (Two yrs)
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Mark
Using Neural Radiance Fields and Gaussian Splatting for 3D reconstruction of aircraft inspections
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- Master (Two yrs)
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Mark
Scalable Gaussian Process Assisted Positioning Using Cell Fingerprinting
(
- Master (Two yrs)
- 2023
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Mark
Winter Wheat Harvest Prediction Using Primarily Satellite Radar Data from Sentinel-1
(
- Master (Two yrs)
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Mark
Self-supervised representation learning from electrocardiogram data for medical applications
(
- Master (Two yrs)
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Mark
Map generation using a smartphone’s built in localisation and mapping algorithms
(
- Master (Two yrs)
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Mark
Joint CFR and DPD optimization for 5G Digital Front Ends
(
- Master (Two yrs)
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Mark
Individual Layer Scaling and Redundancy Reduction of Singleshot Multiplane Images for View Synthesis
(
- Master (Two yrs)
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Mark
Enhancing person re-identification: leveraging DensePose for improving occlusion handling and generalization
(
- Master (Two yrs)
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Mark
Particle Detection in Bone Marrow Using CNNs and Transformer Networks
(
- Master (Two yrs)
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Mark
A geometric approach to calculating the limit set of eigenvalues for banded Toeplitz matrices
(
- Master (Two yrs)
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Mark
Learning Based Road Estimation
(
- Master (Two yrs)
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Mark
Constructing Subalgebras of K[x] Using the Minimal Polynomial
(
- Master (Two yrs)
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Mark
Assessing the Efficiency of COLMAP, DROID-SLAM, and NeRF-SLAM in 3D Road Scene Reconstruction
(
- Master (Two yrs)
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Mark
Automated Interpretation of Lung Ultrasound for COVID-19 and Tuberculosis diagnosis
(
- Master (Two yrs)
-
Mark
A Borel-Cantelli lemma for non-stationary dynamical systems
(
- Master (Two yrs)
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Mark
Detecting Images Outside Training Distribution for Fingerprint Spoof Detection
(
- Master (Two yrs)
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Mark
Contactless palm print recognition: Novel design and palm openness classification
(
- Master (Two yrs)
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Mark
Deep Learning Based Out-of-focus Detection on Surveillance Footage
(
- Master (Two yrs)
-
Mark
Generation of Synthetic White Blood Cell Images Using Denoising Diffusion
(
- Master (Two yrs)
-
Mark
Unsupervised Anomaly Detection in Multivariate Time Series Using Variational Autoencoders
(
- Master (One yr)
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Mark
Improving Image Stabilization in Modern Surveillance Cameras
(
- Master (Two yrs)
- 2022
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Mark
Improving a Background Model for Tracking and Classification of Objects in LiDAR 3D Point Clouds
(
- Master (Two yrs)
-
Mark
Pre-classification of Hairy Cells Using Supervised Contrastive Learning
(
- Master (Two yrs)
-
Mark
Gene Expression Guided Distance Metric Learning for Breast Cancer Whole Slide Image Analysis
(
- Master (Two yrs)
-
Mark
Aerial View Image-Goal Localization with Reinforcement Learning
(
- Master (Two yrs)
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Mark
Automatic 3D Segmentation in CT images of Congenital Heart Defects using Deep Learning
(
- Master (Two yrs)
-
Mark
Modeling code quality using machine intelligence
(
- Master (Two yrs)
-
Mark
Embedded eigenvalues for asymptotically periodic ODE Systems
(
- Master (Two yrs)
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Mark
Multi-Camera Multi-Person Tracking Using Reinforcement Learning
(
- Master (Two yrs)
-
Mark
Impact of model architecture and data distribution on self-supervised federated learning
(
- Master (Two yrs)
-
Mark
Describing Finite Codimensional Polynomial Subalgebras Using Partial Derivatives
(
- Master (Two yrs)
-
Mark
Segmentation, Classification and Tracking of Objects in LiDAR Point Cloud Data Using Deep Learning
(
- Master (Two yrs)
-
Mark
Automating Water Orientation in Neutron Crystallography using Convolutional Neural Networks
(
- Master (Two yrs)
-
Mark
Virtual Staining of Blood Cells using Point Light Source Illumination and Deep Learning
(
- Master (Two yrs)
-
Mark
Depth of field post-processing using neural networks
(
- Master (Two yrs)
-
Mark
Augmentation for Generalization
(
- Master (Two yrs)
-
Mark
Observation Based Modeling of Liquid Slosh in Drop Tests
(
- Master (Two yrs)
-
Mark
Design, implementation and evaluation of a deep learning prototype to classify non-pigmented malignant skin cancer from dermatoscopic images
(
- Master (Two yrs)
-
Mark
Evaluation of Convolutional Neural Networks for Image Quality Classification based on Synthetic Data
(
- Master (Two yrs)
-
Mark
A First Step Towards an Algorithm for Breast Cancer Reoperation Prediction Using Machine Learning and Mammographic Images
(
- Master (Two yrs)
-
Mark
Var finns källaren? - Bildigenkänning av källarfönster på ’street view’-bilder.
(
- Master (Two yrs)
-
Mark
Pose classification of people using high resolution radar indoor
(
- Master (Two yrs)
-
Mark
Domain adaptation for white blood cell classification - Bridging the gap created by optical hardware upgrades
(
- Master (Two yrs)
-
Mark
Automated HER2 Scoring of Breast Cancer Tissue using Upconverting Nanoparticle Images
(
- Master (Two yrs)
-
Mark
Image classification for improving an IR-signal classification in a semi-supervised learning pipeline
(
- Master (Two yrs)
-
Mark
Detecting red blood cells and platelets in blood smears using a single multi-class object detector
(
- Master (Two yrs)
-
Mark
Detection of Breast Cancer in Pocket Ultrasound Images Using Deep Learning
(
- Master (Two yrs)
-
Mark
Non-Destructive Biomass and Relative Growth Rate Estimation in Aeroponic Agriculture using Machine Learning
(
- Master (Two yrs)
-
Mark
Identifying Piggybacking with Radar and Neural Networks
(
- Master (Two yrs)
- 2021
-
Mark
Detecting Nucleated Cells in Bone Marrow Smears using Deep Learning
(
- Master (Two yrs)
-
Mark
Analysing the quality of PlaneRCNN plane parameters using a structure from motion system
(
- Master (Two yrs)
-
Mark
Quantification of Fetal Volume in Magnetic Resonance Images Using Deep Learning
(
- Master (Two yrs)
-
Mark
Minimal Deformation Methods for Loop Closure
(
- Master (Two yrs)
-
Mark
A deep learning approach for predicting outcomes of triple-negative breast cancer
(
- Master (Two yrs)
-
Mark
Symbolic Regression using Genetic Programming Leveraging Neural Information Processing
(
- Master (Two yrs)
-
Mark
Scenario Dose Calculation for Robust Optimization in Proton Therapy Treatment Planning
(
- Master (Two yrs)
-
Mark
Aortic Segmentation in Real-Time Flow Exercise Cardiac Magnetic Resonance Images using Convolutional Neural Networks
(
- Master (Two yrs)
-
Mark
Domain Adaptation for Combined CT and CBCT Deep Learning Segmentation
(
- Master (Two yrs)
-
Mark
Generative Adversarial Networks in Lip-Synchronized Deepfakes for Personalized Video Messages
(
- Master (Two yrs)
-
Mark
Automatic Left Ventricle Segmentation of Long-Axis Cardiac MRI-Images
(
- Master (Two yrs)
-
Mark
Automated 3D Bone Segmentation using Deep Learning in Scoliosis
(
- Master (Two yrs)
-
Mark
Self-supervised monocular depth estimation for dynamic scenes
(
- Master (Two yrs)
-
Mark
Using transfer learning on 2D skeleton-based action recognition networks to improve performance on data from previously unseen camera angles
(
- Master (Two yrs)
-
Mark
Non-Rigid Volume Registration For DCE-MRI Using Deep Learning
(
- Master (Two yrs)
-
Mark
Data Augmentation to Improve Cross-Domain Generalization in Deep Learning MRI Segmentation
(
- Master (Two yrs)
-
Mark
Using Machine Learning to Detect Grapevine Disease in Wine Production
(
- Master (Two yrs)
-
Mark
Evaluation of Instance Segmentation Methods in the Context of Construction Waste
(
- Master (Two yrs)
-
Mark
Machine Learning Algorithm for Classification of Breast Ultrasound Images
(
- Master (Two yrs)
-
Mark
Automatic Detection of Rouleau Formations Using Image Processing and Deep Learning
(
- Master (Two yrs)
-
Mark
Abnormality detection in diagnostics data from network cameras
(
- Master (Two yrs)
-
Mark
Identifying obstacles and key measurements of roof surfaces using a digital surface model and an orthomosaic
(
- Master (Two yrs)
-
Mark
Learned Multi-Sensor Indoor Positioning of Mobile Devices
(
- Master (Two yrs)
-
Mark
AI-Driven Meal Planning in the FoodTech Industry: A Reinforcement Learning Approach
(
- Master (Two yrs)
- 2020
-
Mark
Automated bone segmentation in computed tomography using deep learning with distance maps
(
- Master (Two yrs)
-
Mark
Construction of monotone smoothing splines using a branch and bound method
(
- Master (Two yrs)
-
Mark
Automatic Room-Blueprint Extraction using SfM
(
- Master (Two yrs)
-
Mark
Investigating the Use of Machine Learning to Detect Unilateral Arm Weakness
(
- Master (Two yrs)
-
Mark
Cost-Optimized Event Detection in Football Video
(
- Master (Two yrs)
-
Mark
A dynamical system with oscillating time average
(
- Master (Two yrs)
-
Mark
Diophantine Approximation and Dynamical Systems
(
- Master (Two yrs)
-
Mark
Blood Cell Data Augmentation using Deep Learning Methods
(
- Master (Two yrs)
-
Mark
Adaptive Reference Images for Blood Cells using Variational Autoencoders and Self-Organizing Maps
(
- Master (Two yrs)
-
Mark
Simultaneous Classification of Sets of Images Using Deep Learning and Clustering
(
- Master (Two yrs)
-
Mark
Dynamical Borel-Cantelli lemmas and applications
(
- Master (Two yrs)
-
Mark
Semi-Supervised Medical Image Segmentation with Equivariance Regularization
(
- Master (Two yrs)
-
Mark
Using deep learning to remove computed tomography artifacts due to hip replacement
(
- Master (Two yrs)
-
Mark
The Hanging Rope: A Convex Optimization Problem in the Calculus of Variations
(
- Master (Two yrs)
-
Mark
Object Detection Using Synthetic Training Data
(
- Master (Two yrs)
-
Mark
AUTOMATED IDENTIFICATION OF CALCIUM IN MITRAL AND AORTIC VALVES
(
- Master (Two yrs)
-
Mark
Generic Object Tracking with NVIDIA Jetson Nano Using Siamese Convolutional Neural Networks
(
- Master (Two yrs)
-
Mark
MobilePose: Real-Time 3D Hand Pose Estimation from a Single RGB Image
(
- Master (Two yrs)
-
Mark
Anonymisation of Image Data Using Deep Learning
(
- Master (Two yrs)
-
Mark
Patient-Specific 3D Printed Guides for Corrective Osteotomies of Malunited Radius
(
- Master (Two yrs)
-
Mark
Detecting Deepfakes and Forged Videos Using Deep Learning
(
- Master (Two yrs)
-
Mark
Prediction of Caregiver’s Next Action in Digital Healthcare
(
- Master (Two yrs)
-
Mark
Live Commenting of Football Games Using Machine Learning and Natural Language Generation
(
- Master (Two yrs)
-
Mark
ERA: Evolution of Residual Architectures
(
- Master (Two yrs)