217 citations · 875 across the 53 of their papers we have counts for
9 papers · 1 filter
Impact of Face Alignment on Face Image Quality
Eren Onaran, Erdi Sarıtaş, Hazım Kemal Ekenel
Face alignment is a crucial step in preparing face images for feature extraction in facial analysis tasks. For applications such as face recognition, facial expression recognition,…
50 questions on Active Assisted Living technologies. Global edition
Francisco Florez-Revuelta, Alin Ake-Kob, Pau Climent-Perez +23
This booklet on Active Assisted Living (AAL) technologies has been created as part of the GoodBrother COST Action, which has run from 2020 to 2024. COST Actions are European resear…
Impact of Surface Reflections in Maritime Obstacle Detection
Samed Yalçın, Hazım Kemal Ekenel
Maritime obstacle detection aims to detect possible obstacles for autonomous driving of unmanned surface vehicles. In the context of maritime obstacle detection, the water surface…
Analyzing the Feature Extractor Networks for Face Image Synthesis
Erdi Sarıtaş, Hazım Kemal Ekenel
Advancements like Generative Adversarial Networks have attracted the attention of researchers toward face image synthesis to generate ever more realistic images. Thereby, the need…
Analyzing the Effect of Combined Degradations on Face Recognition
Erdi Sarıtaş, Hazım Kemal Ekenel
A face recognition model is typically trained on large datasets of images that may be collected from controlled environments. This results in performance discrepancies when applied…
Audio-Visual Speech Representation Expert for Enhanced Talking Face Video Generation and Evaluation
Dogucan Yaman, Fevziye Irem Eyiokur, Leonard Bärmann +3
In the task of talking face generation, the objective is to generate a face video with lips synchronized to the corresponding audio while preserving visual details and identity inf…
GLIMS: Attention-Guided Lightweight Multi-Scale Hybrid Network for Volumetric Semantic Segmentation
Ziya Ata Yazıcı, İlkay Öksüz, Hazım Kemal Ekenel
Convolutional Neural Networks (CNNs) have become widely adopted for medical image segmentation tasks, demonstrating promising performance. However, the inherent inductive biases in…
Attention-Enhanced Hybrid Feature Aggregation Network for 3D Brain Tumor Segmentation
Ziya Ata Yazıcı, İlkay Öksüz, Hazım Kemal Ekenel
Glioblastoma is a highly aggressive and malignant brain tumor type that requires early diagnosis and prompt intervention. Due to its heterogeneity in appearance, developing automat…
In-Bed Pose Estimation: A Review
Ziya Ata Yazıcı, Sara Colantonio, Hazım Kemal Ekenel
Human pose estimation, the process of identifying joint positions in a person's body from images or videos, represents a widely utilized technology across diverse fields, including…