Publications
Arabian, Herag
2024 | |||
Herag Arabian, Tamer Abdulbaki Alshirbaji, James G. Chase, Knut Möller | Emotion Recognition beyond Pixels : Leveraging Facial Point Landmark Meshes | Applied Sciences, 14.2024(8), 2024 | BibTeX | RIS DOIURN |
Ning Ding, Herag Arabian, Knut Möller | Feature space separation by conformity loss driven training of CNN | IFAC Journal of Systems and Control, 28.2024(June), 2024 | BibTeX | RIS DOIURN |
2023 | |||
Herag Arabian, Ramona Schmid, Verena Wagner-Hartl, Knut Möller | Analysis of EDA and Heart Rate Signals for Emotional Stimuli Responses | Current Directions in Biomedical Engineering, 9.2023(1), pp. 150-153, 2023 | BibTeX | RIS DOIURN |
Herag Arabian, Alberto Battistel, James G. Chase, Knut Möller | Attention-Guided Network Model for Image-Based Emotion Recognition | Applied Sciences, 13.2023(18), 2023 | BibTeX | RIS DOIURN |
Herag Arabian, Ning Ding, James G. Chase, Knut Möller | Fourier Series Model for Facial Feature Point Land-Marking | IFAC-PapersOnLine, 56.2023(2), pp. 7354-7358, 2023 | BibTeX | RIS DOIURN |
Herag Arabian, Tamer Abdulbaki Alshirbaji, Ramona Schmid, Verena Wagner-Hartl, James G. Chase, Knut Möller | Harnessing Wearable Devices for Emotional Intelligence: Therapeutic Applications in Digital Health | Sensors, 23.2023(19), 2023 | BibTeX | RIS DOIURN |
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Paul D. Docherty, Herag Arabian, Bernhard Laufer, Sabine Krüger-Ziolek, Thomas Neumuth, Knut Möller | Laparoscopic Video Analysis Using Temporal, Attention, and Multi-Feature Fusion Based-Approaches | Sensors, 23.2023(4), 2023 | BibTeX | RIS DOIURN |
Herag Arabian, Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Sabine Krüger-Ziolek, Knut Möller | P-CSEM : An Attention Module for Improved Laparoscopic Surgical Tool Detection | Sensors, 23.2023(16), 2023 | BibTeX | RIS DOIURN |
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Paul D. Docherty, Herag Arabian, Thomas Neumuth, Knut Möller | Surgical Tool Classification & Localisation Using Attention and Multi-feature Fusion Deep Learning Approach | IFAC-PapersOnLine, 56.2023(2), pp. 5626-5631, 2023 | BibTeX | RIS DOIURN |
Aneeq Zia, Kiran Bhattacharyya, Xi Liu, Max Berniker, Ziheng Wang, Rogerio Nespolo, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Bo Liu, David Austin, Yiheng Wang, Michal Futrega, Jean-Francois Puget, Zhenqiang Li, Yoichi Sato, Ryo Fujii, Ryo Hachiuma, Mana Masuda, Hideo Saito, An Wang, Mengya Xu, Mobarakol Islam, Long Bai, Winnie Pang, Hongliang Ren, Chinedu Nwoye, Luca Sestini, Nicolas Padoy, Maximilian Nielsen, Samuel Schüttler, Thilo Sentker, Hümeyra Husseini, Ivo Baltruschat, Rüdiger Schmitz, Rene Werner, Aleksandr Matsun, Mugariya Farooq, Numan Saaed, Jose R. Restom Viera, Mohammad Yaqub, Neil Getty, Fangfang Xia, Zixuan Zhao, Xiaotian Duan, Xing Yao, Ange Lou, Hao Yang, Jintong Han, Jack Noble, Jie Ying Wu, Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Herag Arabian, Ning Ding, Knut Möller, Weiliang Chen, Quan He, Muhammad Bilal, Taofeek Akinosho, Adnan Qayyum, Massimo Caputo, Hunaid Vohra, Michael Loizou, Anuoluwapo Ajayi, Ilhem Berrou, Faatihah Niyi-Odumosu, Lena Maier-Hein, Danail Stoyanov, Stefanie Speidel, Anthony Jarc | Surgical tool classification and localization : results and methods from the MICCAI 2022 SurgToolLoc challenge | arxiv, 2023 | BibTeX | RIS DOI |
Ning Ding, Herag Arabian, Knut Möller | The effect of feature space separation at different training states of CNN | IFAC-PapersOnLine, 56.2023(2), pp. 8227-8230, 2023 | BibTeX | RIS DOIURN |
2022 | |||
Nour A. Jalal, Herag Arabian, Tamer Abdulbaki Alshirbaji, Paul D. Docherty, Thomas Neumuth, Knut Möller | Analysing attention convolutional neural network for surgical tool localisation: a feasibility study | Current Directions in Biomedical Engineering, 8.2022(2), pp. 548-551, 2022 | BibTeX | RIS DOIURN |
Herag Arabian, Firas Abou Dalla, Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Knut Möller | Attention Networks for Improving Surgical Tool Classification in Laparoscopic Videos | Current Directions in Biomedical Engineering, 8.2022(2), pp. 676-679, 2022 | BibTeX | RIS DOIURN |
Herag Arabian, Knut Möller | Generative Adversarial Network for Facial Emotion Recognition: A Feasibility Study | The Upper-Rhine Artificial Intelligence Symposium UR-AI 2022 : AI Applications in Medicine and Manufacturing, 19 October 2022, Villingen-Schwenningen, Germany, pp. 132-136, 2022 | BibTeX | RIS 978-3-00-073637-7, URN |
Herag Arabian, Verena Wagner-Hartl, Knut Möller | Network Architecture Influence on Facial Emotion Recognition | Current Directions in Biomedical Engineering, 8.2022(2), pp. 524-527, 2022 | BibTeX | RIS DOIURN |
Herag Arabian, Verena Wagner-Hartl, Knut Möller | Transfer Learning in Facial Emotion Recognition: Useful or Misleading? | Current Directions in Biomedical Engineering, 8.2022(2), pp. 668-671, 2022 | BibTeX | RIS DOIURN |
2021 | |||
Herag Arabian, Verena Wagner-Hartl, James G. Chase, Knut Möller | Facial Emotion Recognition Focused on Descriptive Region Segmentation | 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Monday, November 1 - Friday, November 5, 2021, Virtual Conference, Mexico, 2021 | BibTeX | RIS 978-1-7281-1179-7, DOI |
Herag Arabian, Verena Wagner-Hartl, Knut Möller | Facial emotion recognition based on localized region segmentation | AUTOMED 2021 - Automatisierung in der Medizintechnik, 15. Interdisziplinäres Symposium, 08. - 09. Juni 2021, Basel, Switzerland, 2021 | BibTeX | RIS DOI |
Herag Arabian, Verena Wagner-Hartl, James G. Chase, Knut Möller | Image Pre-processing Significance on Regions of Impact in a Trained Network for Facial Emotion Recognition | IFAC-PapersOnLine, 54.2021(15), pp. 299-303, 2021 | BibTeX | RIS DOIURN |
Herag Arabian, Verena Wagner-Hartl, Knut Möller | Traditional versus Neural Network Classification Methods for Facial Emotion Recognition | Current Directions in Biomedical Engineering, 7.2021(2), pp. 203-206, 2021 | BibTeX | RIS DOIURN |