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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
Multivariate time series classification in time-sensitive environments using deep learning
(
- Master (Two yrs)
- 2023
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Mark
Enhancing person re-identification: leveraging DensePose for improving occlusion handling and generalization
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- Master (Two yrs)
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Mark
Learning Based Road Estimation
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- Master (Two yrs)
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Mark
Self-supervised representation learning from electrocardiogram data for medical applications
(
- Master (Two yrs)
- 2022
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Mark
Predicting Birth Outcome Using Cardiotocography and Machine Learning
(
- Master (Two yrs)
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Mark
Pre-classification of Hairy Cells Using Supervised Contrastive Learning
(
- Master (Two yrs)
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Mark
Evaluation of Convolutional Neural Networks for Image Quality Classification based on Synthetic Data
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- Master (Two yrs)
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Mark
Modeling and Interpreting CTG Curves from Labor Using Machine Learning and Pattern Recognition
(
- Master (Two yrs)
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Mark
Aerial View Image-Goal Localization with Reinforcement Learning
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- Master (Two yrs)
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Mark
Image classification for improving an IR-signal classification in a semi-supervised learning pipeline
(
- Master (Two yrs)
- 2021
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Mark
Machine Learning Algorithm for Classification of Breast Ultrasound Images
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- Master (Two yrs)
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Mark
Abnormality detection in diagnostics data from network cameras
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- Master (Two yrs)
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Mark
Minimal Deformation Methods for Loop Closure
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- Master (Two yrs)
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Mark
Deep-learning based semantic segmentation of healthy and metaplastic airway epithelium in lung tissue samples
(
- Master (Two yrs)
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Mark
Using Machine Learning to Detect Grapevine Disease in Wine Production
(
- Master (Two yrs)
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Mark
Learned Multi-Sensor Indoor Positioning of Mobile Devices
(
- Master (Two yrs)
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Mark
Analysing the quality of PlaneRCNN plane parameters using a structure from motion system
(
- Master (Two yrs)
- 2020
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Mark
Semi-supervised Lesion Detection via Image Restoration
(
- Master (Two yrs)
-
Mark
Global localization of nano drone in an indoor environment
(
- Master (Two yrs)
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Mark
Generic Object Tracking with NVIDIA Jetson Nano Using Siamese Convolutional Neural Networks
(
- Master (Two yrs)
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Mark
Lifetime Predictions of Electrolytic Capacitors in Network Cameras with Random Forest
(
- Prof. qual. >4 yrs
-
Mark
Object Detection Using Synthetic Training Data
(
- 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
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
ERA: Evolution of Residual Architectures
(
- Master (Two yrs)
-
Mark
Simultaneous Classification of Sets of Images Using Deep Learning and Clustering
(
- 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)
- 2019
-
Mark
Segmentation of White Blood Cells Using Deep Learning
(
- Master (Two yrs)
-
Mark
Exploring Object Detection and Recognition Methods for Automated Book Inventory
(
- Master (Two yrs)
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Mark
Feasibility Study for Autovalidation of Blood Cells in a Digital Morphology System
(
- Master (Two yrs)
- 2018
-
Mark
Non-Invasive pressure measurement in PVC tube
(
- Master (Two yrs)
-
Mark
Investigating Machine Learning Clustering Methods to Replicate the Human Idea of Structure to Documents
(
- Master (Two yrs)
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Mark
Synthesizing Training Data for Object Detection Using Generative Adversarial Networks
(
- Master (Two yrs)
-
Mark
Fusion: Towards a multispectral object classifier
(
- Master (Two yrs)
-
Mark
Object Detection in Augmented Reality
(
- Master (Two yrs)
-
Mark
Audio representation for environmental sound classification using convolutional neural networks
(
- Master (Two yrs)
-
Mark
An Implementation Of A Rate Controller Using A Neural Network
(
- Master (Two yrs)
-
Mark
Development and Evaluation of a Tomographic Technique for Volumetric Imaging of Flames
(
- Master (Two yrs)
-
Mark
Human Activity Recognition using Deep Learning and Sensor Fusion
(
- Master (Two yrs)
-
Mark
Generation of Artificial Training Data for Deep Learning
(
- Master (Two yrs)
-
Mark
Inflated Multinomial Matching for Anchor-Free Object Detection
(
- Master (Two yrs)
-
Mark
Detection and Localisation of Gunshots Using Sound Data
(
- Master (Two yrs)
-
Mark
Real-Time Monocular SLAM System Using an Inertial Measurement Unit to Estimate the Metric Scale and Gravity Direction
(
- Master (Two yrs)
-
Mark
Transferability of features from multiple depths of a deep convolutional neural network
(
- Master (Two yrs)
-
Mark
Recognizing Spontaneous Facial Expressions using Deep Convolutional Neural Networks
(
- Master (Two yrs)
-
Mark
Map change detection using GPS position data
(
- Master (Two yrs)