LIACS Thesis Repository
These webpages contain theses and reports by students affiliated with the various bachelor and master programmes offered at the Leiden Institute of Advanced Computer Science
(LIACS),
the computer science and artificial intelligence department of Leiden University.
Note: this thesis repository might be incomplete for certain programmes.
Students supervised by Lew, prof.dr. M.S.K. (Michael)
Note: the overview per supervisor is likely partially incomplete.
110 entries found.
| Program | Year | Role | Student | Thesis | Content |
|---|---|---|---|---|---|
| Bachelor Data Science an... | 2024 | first supervisor | Arkoubi, Y. El (Yesmina) | Custom Pooling Methods for Convolutional Neural Networks | |
| Master Computer Science | 2024 | second supervisor | Breukel, W. (Wytze) | A camera based Safety Assist System for bicycles | |
| Master Computer Science | 2024 | second supervisor | Elswijk, M. van (Michel) | StratoNet, a Deep Learning Approach to High Content Screening Feature ... | |
| Master Computer Science | 2024 | second supervisor | Havenaar, B.D. (Benjamin) | Electrogan: Towards High Fidelity Electronic Music Generation with Sty... | |
| Master Computer Science | 2024 | second supervisor | He, M. (Manlu) | DPD (DePression Detection) Net: A Deep Neural Network for Multimodal D... | |
| Master Computer Science | 2024 | second supervisor | Jain, P. (Priyansh) | Data Augmentation for Training Audio Classifiers | |
| Master Computer Science | 2024 | second supervisor | Schaap, A. (Anthonie) | Towards Fairness in Machine Learning: Balancing Racially Imbalanced Da... | |
| Master Computer Science | 2024 | first supervisor | During, J. (Joël) | Consistency Regularization for Test-time Prompt Tuning | |
| Bachelor Informatica | 2024 | second supervisor | Griffioen, D. (Daan) | TimeSync: Deepfake Detection with Temporal Lip Sync | |
| Bachelor Data Science an... | 2023 | second supervisor | Kandhai, A. (Ayush) | Improving STag’s Occlusion Resilience for Augmented Reality | |
| Bachelor Data Science an... | 2023 | first supervisor | Eeckhout, S. (Sanne) | Feature Extraction Methods as Backbone in Image Forgery Detection | |
| PhD Computer Science | 2023 | first supervisor | Lao, M. (Mingrui) | Exploring Deep Learning for Multimodal Understanding | |
| Master Computer Science | 2023 | second supervisor | Bax, M. | A Machine Learning Approach to Identify Potential Biomarkers for Neuro... | |
| Master Computer Science | 2023 | second supervisor | Corsel, William | Exploiting Temporal Context for Tiny Object Detection - CONFIDENTIAL | |
| Master Computer Science | 2023 | second supervisor | Delzenne, Mees | A research platform for autonomous navigation of pedestrian spaces | |
| Master Computer Science | 2023 | second supervisor | Epure, Irina-Mona | Increasing Visual Tracking Algorithm Robustness to the Challenges of A... | |
| Master Computer Science | 2023 | second supervisor | Fargose, Kenneth | Transfer Learning in Time-Series Forecasting | |
| Master Computer Science | 2023 | second supervisor | Gmelig Meyling, Thomas | Enginetron: realtime car exhaust note synthesis using on-board diagnos... | |
| Master Computer Science | 2023 | second supervisor | Havenaar, B.D. | Electrogan: Towards High Fidelity Electronic Music Generation with Sty... | |
| Master Computer Science | 2023 | second supervisor | Jain, Priyansh | Data Augmentation for training Audio Classifiers | |
| Master Computer Science | 2023 | second supervisor | Pal, T. | TCNA: Analysing patterns in time series using TCN and Self-Attention | |
| Master Computer Science | 2023 | second supervisor | Pohl, Leonardo | FESD: A Fault Estimation Pipeline for Human Pose Estimation | |
| Master Computer Science | 2023 | second supervisor | Stokman, Wouter | Multivariate Time Series Classification in Radial Drilling Application... | |
| Master Computer Science | 2023 | second supervisor | Wang, Jialiang | Automatic speech recognition for the low-resource language Frisian usi... | |
| Master Computer Science | 2023 | second supervisor | Wibisono, Arvindeva | Music Album Review Rating Prediction Using Transformers | |
| Bachelor Informatica | 2023 | second supervisor | Boere, S. (Stijn) | Bootstrapping Speech Synthesis Training | |
| Bachelor Informatica | 2023 | second supervisor | Goemans, L. (Luca) | Scalability of Music Genre Classification Algorithms | |
| Bachelor Informatica | 2023 | first supervisor | Beek, R. van der (Rutger) | Monocular Depth Estimation Neural Networks: a Comprehensive Analysis | |
| Bachelor Informatica | 2023 | first supervisor | Remmelzwaal, B. (Bart) | Using simulated training data in deep learning networks | |
| PhD Computer Science | 2022 | promotor | Pu, N. (Nan) | Exploring Open-World Visual Understanding with Deep Learning | |
| Master Computer Science | 2022 | second supervisor | Jonckheere, L. de | Real-time monophonic pitch estimation for guitar driven sound synthesi... | |
| Master Computer Science | 2022 | second supervisor | Kolettis, M. | Multi-modal Emotion Recognition | |
| Master Computer Science | 2022 | second supervisor | Narendra, S. | SNet : An Attention Mechanism Based Deep Neural Network For URL Classi... | |
| Master Computer Science | 2022 | second supervisor | Wijngaarden, E. van | Whisper to Speech Conversion Conditioned on Predicted Pitch Contours -... | |
| Master Computer Science | 2022 | second supervisor | Zande, E. van der | dynSLAM: Robust 2D Lidar SLAM in Dynamic Environments | |
| Master Computer Science | 2022 | first supervisor | Waal, R. van der | Evaluating and Quantifying Biped Locomotion Naturalness in neural nets... | |
| Bachelor Informatica | 2022 | second supervisor | Bergman, O.T.C. (Oscar) | CHAD-net: Continuous Human Action Detection in RGB video | |
| Bachelor Informatica | 2022 | second supervisor | Ram, J. (Jochem) | Sim-to-Real Autonomous Driving in CARLA using Image Translation and De... | |
| PhD Computer Science | 2021 | promotor | Chen, W. (Wei) | Exploring Deep Learning for Intelligent Image Retrieval | |
| PhD Computer Science | 2021 | promotor | Georgiou, T. (Theodoros) | Multi-Dimensional Feature and Data Mining | |
| Master Computer Science | 2021 | second supervisor | Chen, Xin | Automatic Segmentation of Recordings for Text-to-Speech Model Training | |
| Master Computer Science | 2021 | second supervisor | Li, Jicheng | Feature Extraction from Spectrums for Speech Emotion Recognition | |
| Master Computer Science | 2021 | second supervisor | Xiong, Yuxin | Adversarial Detection and Defense in Deep learning | |
| Master Computer Science | 2021 | first supervisor | Covrig, Bogdan-Ionel | 3D Visualization of Convolutional Neural Networks in real-time and tim... | |
| Master Computer Science | 2021 | first supervisor | Li, Yichao | Semi-Supervised Consistency Training for Image Segmentation in 3D CT ... | |
| Bachelor Informatica | 2021 | second supervisor | Maas, K. (Kalvin) | Full-Body Action Recognition from Monocular RGB-Video: A multi-stage a... | |
| Bachelor Informatica | 2021 | second supervisor | Schwarze, Y. (Yenebeb) | The Voice Within the Neural Network | |
| Bachelor Informatica | 2021 | first supervisor | Huang, A. (Andrew) | Segmentation based Image Retrieval using Low level image features | |
| Bachelor Informatica | 2021 | first supervisor | Starkenburg, B. (Berend) van | Interest Point Detectors and Descriptors: an Evaluation | |
| Master Computer Science | 2020 | third supervisor | Tan, Mingkang | Streamlining Computational Workflow of Dual CRISPR Screen Library Desi... | |
| Bachelor Informatica | 2020 | second supervisor | Corsel, C.W. (Christof) | YOLO-based Obstacle Avoidance for Drones | |
| Bachelor Informatica | 2020 | second supervisor | Schonenberg, J. (Jerry) | Differential Siamese Network for the Avoidance of Moving Obstacles | |
| Bachelor Informatica | 2020 | second supervisor | Stokman, W. (Wouter) | Obstacle Detection and Avoidance Using Image Processing on Embedded Sy... | |
| Bachelor Informatica | 2020 | first supervisor | Schep, D. (David) | Fusion Approaches for Monocular Depth Estimation | |
| Bachelor Informatica | 2020 | first supervisor | Schous, V. (Vera) | Understanding and Discussing Weaknesses in Deep Neural Networks | |
| Bachelor Informatica | 2019 | second supervisor | Flesher-Clark, A.C. (Alec) | 3D Hand Pose Estimation on a Robotic Platform | |
| PhD Computer Science | 2018 | promotor | Liu, Y. (Yu) | Exploring Images with Deep Learning for Classification, Retrieval and ... | |
| Master Computer Science | 2018 | first supervisor | Özaydın, Umut | Local Feature Detection using Neural Networks | |
| Master Computer Science | 2018 | first supervisor | Post, M.G.S. | On-line and incremental learning with Convolutional Neural Networks | |
| Bachelor Informatica | 2018 | second supervisor | Scholman, R. (Renzo) | Autonomous Navigation of the Spherical Robot BB-8 | |
| Bachelor Informatica | 2018 | first supervisor | Numan, N. (Nels) | A comparative Performance Analysis of Feature Description Algorithms I... | |
| Bachelor Informatica | 2018 | first supervisor | Vermeulen, W.D. (Wouter) | Toward a Massive Multiplayer Framework | |
| PhD Computer Science | 2017 | copromotor | Guo, Y. (Yanming) | Deep Learning for Visual Understanding | |
| Master Computer Science | 2017 | second supervisor | Sevastakis, D. (Dimitrios) | Gene Prediction using Unsupervised Deep Networks | |
| Master Computer Science | 2017 | first supervisor | Assal, W. (Wadie) | Deep Learning for Emotional Analysis | |
| Bachelor Informatica | 2017 | second supervisor | Borst, R.C.P. (Robbin) | Robust self-balancing robot mimicking | |
| Bachelor Informatica | 2017 | first supervisor | Schipper, L. (Lisette) de | Compact descriptors for (near) duplicate image detection | |
| Bachelor Informatica | 2017 | first supervisor | Waal, P.R. (Ruben) van der | A Study of Different Approaches for Improving the Stitching of Spheric... | |
| PhD Computer Science | 2016 | copromotor | Wu, S. (Song) | Large Scale Visual Search | |
| Master Computer Science | 2016 | second supervisor | Georgiou, T. (Theodoros) | Unsupervised Segmentation and Texture Visualization of 3D Medical Imag... | |
| Bachelor Informatica | 2016 | first supervisor | Bosch, N.F.A. (Nick) van den | A Comparison of Hashing Algorithms | |
| Master Computer Science | 2015 | second supervisor | Neuteboom, J. (Jonathan) | Protein Structure Prediction by Iterative FragmenT Asssembly (PITA) | |
| Master Computer Science | 2015 | first supervisor | Cheng, X. (Xiwen) | Application of Text Mining on Spatial Visual Sentences | |
| Master Computer Science | 2015 | first supervisor | Harenslak, B.P. (Bas) | Content-based Tag Recommendation Algorithms for Unstructured Data | |
| Bachelor Informatica | 2015 | first supervisor | Buitelaar, R. (Ruben) | Combined Neural Networks for Movie Recommendation | |
| Bachelor Informatica | 2015 | first supervisor | Schade, D. (Derek) | Image Similarity Using Color Histograms | |
| Bachelor Informatica | 2014 | second supervisor | Liu, L.-Y. ( Lai-Yee) | An Automatised Process for Constructing Recognisable Nonograms | |
| Bachelor Informatica | 2014 | second supervisor | Moerkerk, P. (Paul) | Finding Correspondence in Stereo Image Pairs using an Adaptive Window ... | |
| Bachelor Informatica | 2014 | second supervisor | Wijden, K. (Kevin) | Video Recommendation, A Comparison Between Collaborative Filtering Alg... | |
| Bachelor Informatica | 2014 | first supervisor | Meijer, R. (Ricardo) | A Comparison of Search Engine User Interfaces | |
| Bachelor Informatica | 2014 | first supervisor | Robijn, J. (Jonathan) | Detailed Crowd Simulation and Spatial Hashing for Large-Scale Collisio... | |
| Master Computer Science | 2013 | first supervisor | Anemaet, F. (Frank) | Geometry-Preserving Algorithms for CBIR | |
| Master Computer Science | 2013 | first supervisor | Zaaijer, S. (Simon) | GPU Based Generation and Real-time Rendering of Semi-Procedural Terrai... | |
| Bachelor Informatica | 2013 | first supervisor | Heiningen, P. (Pepijn) van | Evaluation of Image Quilting Algorithms | |
| Bachelor Informatica | 2013 | first supervisor | Hoekveen, M. (Mark) | Infinite 3D Worlds | |
| Bachelor Informatica | 2013 | first supervisor | Ozaydin, U. (Umut) | Robustness in Salient Point Detection | |
| Bachelor Informatica | 2012 | first supervisor | Kleyn, F. (Floris) | An Investigation into Recommendation Algorithms | |
| PhD Computer Science | 2011 | copromotor | Oerlemans, A.A.J. (Ard) | Content-based Retrieval of Visual Information | |
| Master Computer Science | 2011 | first supervisor | Ji, Y. (Ye) | Panoramic Image Stitching | |
| Master Computer Science | 2011 | first supervisor | Li, Z. (Zhengyang) | Learning Visual Concepts from Social Images | |
| Master Computer Science | 2011 | first supervisor | Tao, R. (Ran) | Image Retrieval using Local Feature Correspondences | |
| Master Computer Science | 2011 | first supervisor | Wortel, H. (Hans) | Optimizing Octree Updates for Visibility Determination on Dynamic Scie... | |
| PhD Computer Science | 2010 | copromotor | Thomée, B. (Bart) | A Picture is Worth a Thousand Words: Content-based Image Retrieval Tec... | |
| Master Computer Science | 2010 | first supervisor | Gast, E.R. (Erik) | A Framework for Real-time Face and Facial Feature Tracking using Optic... | |
| Master Computer Science | 2010 | first supervisor | Huo, Y. (Yinghe) | Multilabel Image Categorization for General Concepts using Bag of Word... | |
| Master Computer Science | 2010 | first supervisor | Laraghy, S. (Susan) | Content-Based Image Retrieval in Image World | |
| Master Computer Science | 2009 | second supervisor | Kaziliunas, A. | DISCUS: A Grade Management System | |
| Master Computer Science | 2009 | second supervisor | Wang, L. (Liang) | Across Browsers SVG Implementation | |
| Master Computer Science | 2009 | first supervisor | Chen, X. (Xiaojing) | Binary and Nonbinary Description of Hypointensity in Human Brain MR Im... | |
| Master Computer Science | 2009 | first supervisor | Gao, R. (Ruoyun) | Dynamic Feature Description in Human Action Recognition | |
| Master Computer Science | 2009 | first supervisor | Steenbergen, T. (Thomas) | Analysis of using Browser-native Technology to Build Rich Internet App... | |
| Master ICT in Business a... | 2006 | first supervisor | Tristen Raboen | A wireless short message framework model in electronic business | |
| Master Computer Science | 2006 | first supervisor | Berg, A. (Arjan) van den | Evolutionary Strategies in Peer-to-Peer Search | |
| Master Computer Science | 2004 | second supervisor | Moerland, T. (Tijmen) | Color Constancy from Local Invariant Regions | |
| Master Computer Science | 2004 | second supervisor | Oerlemans, A. (Ard) | Detecting and Identifying Moving Objects in Real-Time | |
| Master Computer Science | 2003 | first supervisor | Sun, Y. | Neural Networks for Emotion Classification | |
| Master Computer Science | 2003 | first supervisor | Verburgt, A.J. (Alexander) | An Unwaypointed Data Structure for Tactical Movement | |
| Master Computer Science | 2002 | first supervisor | Rest, J.H.C. (Jeroen) van | Video Indexing and Retrieval using Signatures | |
| PhD Computer Science | 2001 | copromotor | Sebe, N.W. (Nicu) | Improving Visual Matching. Similarity Noise Distribution and Optimal M... | |
| Master Computer Science | 1998 | first supervisor | Adoram, M. (Meirav) | Image Retrieval using Shape |