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These webpages contain information on the various educational programmes and courses offered at or by the Leiden Institute of Advanced Computer Science (LIACS), the computer science and artificial intelligence department of Leiden University.

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Doughty, dr. H.R.

This page is for internal use at LIACS only. The information below may be incomplete.

Courses

Year	Course	BSc/MSc	Staff	Assistants	Programmes	ECTS	Period
2026‑2027	Bachelor Thesis Project (4032BDX15)	BSc	Doughty, dr. H.R., Meulen, dr. A.N. van der, Salehkaleybar, dr. S.		Inf, I&E, DSAI	15
2026‑2027	Computer Vision (4032COVIXY)	BSc	Cao, dr. L., Doughty, dr. H.R.		Inf, DSAI	6
2026‑2027	Seminar Advances in Deep Learning (4343SADL6)	MSc	Doughty, dr. H.R.		CS	6
2025‑2026	Bachelorproject/Bachelorklas (4032BDI15)	BSc	Doughty, dr. H.R., Meulen, dr. A.N. van der, Nieuwenburg, dr. E.P.L. van, Salehkaleybar, dr. S.		Inf, I&E, DSAI	15
2025‑2026	Computer Vision (4032COVIXY)	BSc	Cao, dr. L., Doughty, dr. H.R.		Inf, DSAI	6
2025‑2026	Seminar Advances in Deep Learning (4343SADL6)	MSc	Doughty, dr. H.R.		CS	6
2024‑2025	Computer Vision (4032COVIS)	BSc	Doughty, dr. H.R.		Inf, DSAI	6
2024‑2025	Seminar Advances in Deep Learning (4343SADL6)	MSc	Doughty, dr. H.R.		CS	6
2023‑2024	Seminar Advances in Deep Learning (4343SADL6)	MSc	Doughty, dr. H.R., Kowalczyk, dr. W.J.		CS	6

Supervised theses

Information below is sourced from the LIACS Thesis Repository.

Year	Student	Thesis	Supervisors	Programme
2025‑2026	Dinh, N. (Natascha)	Teaching Machines to See Seasonal Color: An Explainable Approach for A...	Doughty, dr. H.R., K. Liu	DSAI
2025‑2026	Emekçi, D. (Duru)	Evaluating Counterfactual Robustness Across Independently Trained Pred...	Doughty, dr. H.R., K. Liu	DSAI
2025‑2026	Rooij, L. de (Lars)	True Colours: Vision Transformers Classifying Art Beyond Hue	Doughty, dr. H.R., K. Liu	DSAI
2025‑2026	Kanoongo, R. (Rudraksh)	Oriented Object Detection in Satellite Imagery: A Comparative Study an...	Pelt, dr. D.M., Doughty, dr. H.R.	CS
2025‑2026	Tao, X. (Xiangyuan)	Behavior-Based Broadcast Piracy Detection Using Weakly Supervised Anom...	Pelt, dr. D.M., Doughty, dr. H.R.	CS
2024‑2025	Elbrecht, E. (Erki)	Video Steganography with Deep Neural Networks	Doughty, dr. H.R., L.P.J. Sträter	DSAI
2024‑2025	Kleinwort, L. (Luis)	Improving the Computational Efficiency of Handwritten Mathematical Exp...	Doughty, dr. H.R., L.P.J. Sträter	DSAI
2024‑2025	Lytovka, M. (Maksym)	Beyond Coarse-Grained Matching in Video-Text Retrieval	Doughty, dr. H.R., L.P.J. Sträter	DSAI
2024‑2025	Dogan, Y. (Yagmur)	Real-Time Low-Light Image and Video Enhancement with Lightweight Retin...	Doughty, dr. H.R., Pucci, dr. R.	CS
2024‑2025	Ignatosyan, A. (Arsen)	Towards Robust and Generalizable Video Anomaly Understanding with Anom...	Doughty, dr. H.R., Cao, dr. L.	CS
2024‑2025	Jethoe, R. (Rajiv)	Patching the Patches: SAM2-Refined Labels and a DINOv2 Backbone for Ro...	Doughty, dr. H.R., Dr.ir. P.J. Piscaer	CS
2024‑2025	Schaick, R. van (Rik)	Basketball Shot Recognition in Single Camera Footage	Doughty, dr. H.R., Pucci, dr. R.	CS
2024‑2025	Wu, S. (Shiran)	Region-Adaptive Vertex Reduction for Lightweight Mesh Reconstruction f...	Doughty, dr. H.R., Pelt, dr. D.M.	CS
2024‑2025	Kruijf, R. (Robin)	PiCraft: From Text to Image to Minecraft	Doughty, dr. H.R., K. Liu	Inf
2023‑2024	Wei, B. (Bohan)	Exploring the Application of the BLIP-2 Model on Soccer Video Data	Doughty, dr. H.R., Cao, dr. L.	CS
2023‑2024	Halevy, G. (Giovanni)	Transferring Video Captioning Models from Human to Animal Data	Doughty, dr. H.R., K. Liu	Inf

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