Publications

Data-Efficient Challenges in Visual Inductive Priors: A Retrospective

2025

Robert-Jan Bruintjes, Attila Lengyel, Osman Semih Kayhan, Davide Zambrano, Nergis Tömen, Hadi Jamali-Rad, Jan van Gemert

arXiv preprint

Aligning Object Detector Bounding Boxes with Human Preference

2024

Ombretta Strafforello, Osman Semih Kayhan, Oana Inel, Klamer Schutte, Jan van Gemert

ECCV 2024 Workshops

VIPriors 3: Visual Inductive Priors for Data-Efficient Deep Learning Challenges

2023

Robert-Jan Bruintjes, Attila Lengyel, Marcos Baptista Rios, Osman Semih Kayhan, Davide Zambrano, Nergis Tomen, Jan van Gemert

ICCV 2023 Workshops

Pushing Joint Image Denoising and Classification to the Edge

2024

Thomas C. Markhorst, Jan C. van Gemert, Osman Semih Kayhan

ECCV 2024 Workshop on Advances in Image Manipulation (AIM)

Locality in Space and Time for Data-Efficient Visual Recognition

2022

Osman Semih Kayhan

PhD Thesis, Delft University of Technology

Humans disagree with the IoU for measuring object detector localization error

2022

Ombretta Strafforello, Vanathi Rajasekart, Osman Semih Kayhan, Oana Inel, Jan van Gemert

IEEE ICIP 2022

VIPriors 2: Visual Inductive Priors for Data-Efficient Deep Learning Challenges

2022

Attila Lengyel, Robert-Jan Bruintjes, Marcos Baptista Rios, Osman Semih Kayhan, Davide Zambrano, Nergis Tomen, Jan van Gemert

ECCV 2022 Workshops

Evaluating Context for Deep Object Detectors

2022

Osman Semih Kayhan, Jan C. van Gemert

arXiv preprint

Hallucination In Object Detection — A Study In Visual Part Verification

2021

Osman Semih Kayhan, Bart Vredebregt, Jan C. van Gemert

IEEE ICIP 2021

PUNet: Temporal Action Proposal Generation With Positive Unlabeled Learning Using Key Frame Annotations

2021

Noor ul Sehr Zia, Osman Semih Kayhan, Jan van Gemert

IEEE ICIP 2021

On Translation Invariance in CNNs: Convolutional Layers Can Exploit Absolute Spatial Location

2020

Osman Semih Kayhan, Jan C. van Gemert

IEEE/CVF CVPR 2020

Tilting at windmills: Data augmentation for deep pose estimation does not help with occlusions

2020

Rafal Pytel, Osman Semih Kayhan, Jan C. van Gemert

ICPR 2020

t-EVA: Time-Efficient t-SNE Video Annotation

2020

Soroosh Poorgholi, Osman Semih Kayhan, Jan C. van Gemert

ICPR 2020 Workshops

A Novel Automatic Rapid Diagnostic Test Reader Platform

2016

Haydar Ozkan, Osman Semih Kayhan

Computational and Mathematical Methods in Medicine, 2016

Automatic Reading of Helicobacter Pylori Tests via Tablet Computer

2016

Haydar Özkan, Osman Semih Kayhan

ELECO 2016

JPEG Image Encryption via TEA Algorithm

2015

A. Bağbaba, B. Urs, Osman Semih Kayhan, A.T. Erozan

IEEE SIU 2015