Publikacije

197 vnosov « 1 of 2 »

2024

Journal Articles

Darian Tomašević; Fadi Boutros; Naser Damer; Peter Peer; Vitomir Štruc

Generating bimodal privacy-preserving data for face recognition Članek v strokovni reviji

V: Engineering Applications of Artificial Intelligence, vol. 133, iss. E, str. 1-25, 2024.

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Žiga Babnik; Peter Peer; Vitomir Štruc

eDifFIQA: Towards Efficient Face Image Quality Assessment based on Denoising Diffusion Probabilistic Models Članek v strokovni reviji

V: IEEE Transactions on Biometrics, Behavior, and Identity Science (TBIOM), str. 1-16, 2024, ISSN: 2637-6407.

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Meiling Fang; Wufei Yang; Arjan Kuijper; Vitomir S̆truc; Naser Damer

Fairness in Face Presentation Attack Detection Članek v strokovni reviji

V: Pattern Recognition, vol. 147 , iss. 110002, str. 1-14, 2024.

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Marija Ivanovska; Vitomir Štruc

Y-GAN: Learning Dual Data Representations for Anomaly Detection in Images Članek v strokovni reviji

V: Expert Systems with Applications (ESWA), vol. 248, no. 123410, str. 1-7, 2024.

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Chenquan Gan; Jiahao Zheng; Qingyi Zhu; Deepak Kumar Jain; Vitomir vStruc,

A graph neural network with context filtering and feature correction for conversational emotion recognition Članek v strokovni reviji

V: Information Sciences, vol. 658, no. 120017, str. 1-21, 2024.

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Janez Križaj; Richard O. Plesh; Mahesh Banavar; Stephanie Schuckers; Vitomir Štruc

Deep Face Decoder: Towards understanding the embedding space of convolutional networks through visual reconstruction of deep face templates Članek v strokovni reviji

V: Engineering Applications of Artificial Intelligence, vol. 132, iss. 107941, str. 1-20, 2024.

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Proceedings Articles

Fadi Boutros; Vitomir Štruc; Naser Damer

AdaDistill: Adaptive Knowledge Distillation for Deep Face Recognition Proceedings Article

V: Proceedings of the European Conference on Computer Vision (ECCV 2024), str. 1-20, 2024.

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Ivan DeAndres-Tame; Ruben Tolosana; Pietro Melzi; Ruben Vera-Rodriguez; Minchul Kim; Christian Rathgeb; Xiaoming Liu; Aythami Morales; Julian Fierrez; Javier Ortega-Garcia; Zhizhou Zhong; Yuge Huang; Yuxi Mi; Shouhong Ding; Shuigeng Zhou; Shuai He; Lingzhi Fu; Heng Cong; Rongyu Zhang; Zhihong Xiao; Evgeny Smirnov; Anton Pimenov; Aleksei Grigorev; Denis Timoshenko; Kaleb Mesfin Asfaw; Cheng Yaw Low; Hao Liu; Chuyi Wang; Qing Zuo; Zhixiang He; Hatef Otroshi Shahreza; Anjith George; Alexander Unnervik; Parsa Rahimi; Sébastien Marcel; Pedro C Neto; Marco Huber; Jan Niklas Kolf; Naser Damer; Fadi Boutros; Jaime S Cardoso; Ana F Sequeira; Andrea Atzori; Gianni Fenu; Mirko Marras; Vitomir Štruc; Jiang Yu; Zhangjie Li; Jichun Li; Weisong Zhao; Zhen Lei; Xiangyu Zhu; Xiao-Yu Zhang; Bernardo Biesseck; Pedro Vidal; Luiz Coelho; Roger Granada; David Menotti

Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data Proceedings Article

V: Proceedings of CVPR Workshops (CVPRW 2024), str. 1-11, 2024.

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Peter Rot; Philipp Terhorst; Peter Peer; Vitomir Štruc

ASPECD: Adaptable Soft-Biometric Privacy-Enhancement Using Centroid Decoding for Face Verification Proceedings Article

V: Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition (FG), str. 1-9, 2024.

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Ajda Lampe; Julija Stopar; Deepak Kumar Jain; Shinichiro Omachi; Peter Peer; Vitomir Struc

DiCTI: Diffusion-based Clothing Designer via Text-guided Input Proceedings Article

V: Proceedings of the18th International Conference on Automatic Face and Gesture Recognition (FG 2024), str. 1-9, 2024.

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Žiga Babnik; Fadi Boutros; Naser Damer; Peter Peer; Vitomir Štruc

AI-KD: Towards Alignment Invariant Face Image Quality Assessment Using Knowledge Distillation Proceedings Article

V: Proceedings of the International Workshop on Biometrics and Forensics (IWBF), str. 1-6, 2024.

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Peter Rot; Janez Križaj; Peter Peer; Vitomir Štruc

Enhancing Gender Privacy with Photo-realistic Fusion of Disentangled Spatial Segments Proceedings Article

V: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), str. 1-5, 2024.

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Marko Brodarič; Peter Peer; Vitomir Štruc

Cross-Dataset Deepfake Detection: Evaluating the Generalization Capabilities of Modern DeepFake Detectors Proceedings Article

V: Proceedings of the 27th Computer Vision Winter Workshop (CVWW), str. 1-10, 2024.

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Marija Ivanovska; Vitomir Štruc

On the Vulnerability of Deepfake Detectors to Attacks Generated by Denoising Diffusion Models Proceedings Article

V: Proceedings of WACV Workshops, str. 1051-1060, 2024.

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2023

Journal Articles

Martin Pernuš; Vitomir Štruc; Simon Dobrišek

MaskFaceGAN: High Resolution Face Editing With Masked GAN Latent Code Optimization Članek v strokovni reviji

V: IEEE Transactions on Image Processing, 2023, ISSN: 1941-0042.

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Peter Rot; Klemen Grm; Peter Peer; Vitomir Štruc

PrivacyProber: Assessment and Detection of Soft–Biometric Privacy–Enhancing Techniques Članek v strokovni reviji

V: IEEE Transactions on Dependable and Secure Computing, str. 1-18, 2023, ISBN: 1545-5971.

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Matej Vitek; Matic Bizjak; Peter Peer; Vitomir Štruc

IPAD: Iterative Pruning with Activation Deviation for Sclera Biometrics Članek v strokovni reviji

V: Journal of King Saud University - Computer and Information Sciences, vol. 35, no. 8, str. 1-21, 2023.

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Martin Pernuš; Mansi Bhatnagar; Badr Samad; Divyanshu Singh; Peter Peer; Vitomir Štruc; Simon Dobrišek

ChildNet: Structural Kinship Face Synthesis Model With Appearance Control Mechanisms Članek v strokovni reviji

V: IEEE Access, str. 1-22, 2023, ISSN: 2169-3536.

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Fadi Boutros; Vitomir Štruc; Julian Fierrez; Naser Damer

Synthetic data for face recognition: Current state and future prospects Članek v strokovni reviji

V: Image and Vision Computing, no. 104688, 2023.

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Miha Grabner; Yi Wang; Qingsong Wen; Boštjan Blažič; Vitomir Štruc

A global modeling framework for load forecasting in distribution networks Članek v strokovni reviji

V: IEEE Transactions on Smart Grid, 2023, ISSN: 1949-3061.

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Blaž Meden; Manfred Gonzalez-Hernandez; Peter Peer; Vitomir Štruc

Face deidentification with controllable privacy protection Članek v strokovni reviji

V: Image and Vision Computing, vol. 134, no. 104678, str. 1-19, 2023.

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Matej Vitek; Abhijit Das; Diego Rafael Lucio; Luiz Antonio Zanlorensi Jr.; David Menotti; Jalil Nourmohammadi Khiarak; Mohsen Akbari Shahpar; Meysam Asgari-Chenaghlu; Farhang Jaryani; Juan E. Tapia; Andres Valenzuela; Caiyong Wang; Yunlong Wang; Zhaofeng He; Zhenan Sun; Fadi Boutros; Naser Damer; Jonas Henry Grebe; Arjan Kuijper; Kiran Raja; Gourav Gupta; Georgios Zampoukis; Lazaros Tsochatzidis; Ioannis Pratikakis; S. V. Aruna Kumar; B. S. Harish; Umapada Pal; Peter Peer; Vitomir Štruc

Exploring Bias in Sclera Segmentation Models: A Group Evaluation Approach Članek v strokovni reviji

V: IEEE Transactions on Information Forensics and Security, vol. 18, str. 190-205, 2023, ISSN: 1556-6013.

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Fevziye Irem Eyiokur; Alperen Kantarci; Mustafa Ekrem Erakin; Naser Damer; Ferda Ofli; Muhammad Imran; Janez Križaj; Albert Ali Salah; Alexander Waibel; Vitomir Štruc; Hazim K. Ekenel

A Survey on Computer Vision based Human Analysis in the COVID-19 Era Članek v strokovni reviji

V: Image and Vision Computing, vol. 130, no. 104610, str. 1-19, 2023.

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Anja Hrovatič; Peter Peer; Vitomir Štruc; Žiga Emeršič

Efficient ear alignment using a two-stack hourglass network Članek v strokovni reviji

V: IET Biometrics , str. 1-14, 2023, ISSN: 2047-4938.

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Proceedings Articles

Nicolas Larue; Ngoc-Son Vu; Vitomir Štruc; Peter Peer; Vassilis Christophides

SeeABLE: Soft Discrepancies and Bounded Contrastive Learning for Exposing Deepfakes Proceedings Article

V: Proceedings of the International Conference on Computer Vision (ICCV), str. 21011 - 21021, IEEE 2023.

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Žiga Babnik; Peter Peer; Vitomir Štruc

DifFIQA: Face Image Quality Assessment Using Denoising Diffusion Probabilistic Models Proceedings Article

V: IEEE International Joint Conference on Biometrics , str. 1-10, IEEE, Ljubljana, Slovenia, 2023.

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Bo Peng; Xianyun Sun; Caiyong Wang; Wei Wang; Jing Dong; Zhenan Sun; Rongyu Zhang; Heng Cong; Lingzhi Fu; Hao Wang; Yusheng Zhang; HanYuan Zhang; Xin Zhang; Boyuan Liu; Hefei Ling; Luka Dragar; Borut Batagelj; Peter Peer; Vitomir Struc; Xinghui Zhou; Kunlin Liu; Weitao Feng; Weiming Zhang; Haitao Wang; Wenxiu Diao

DFGC-VRA: DeepFake Game Competition on Visual Realism Assessment Proceedings Article

V: IEEE International Joint Conference on Biometrics (IJCB 2023), str. 1-9, Ljubljana, Slovenia, 2023.

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Jan Niklas Kolf; Fadi Boutros; Jurek Elliesen; Markus Theuerkauf; Naser Damer; Mohamad Y Alansari; Oussama Abdul Hay; Sara Yousif Alansari; Sajid Javed; Naoufel Werghi; Klemen Grm; Vitomir Struc; Fernando Alonso-Fernandez; Kevin Hernandez-Diaz; Josef Bigun; Anjith George; Christophe Ecabert; Hatef Otroshi Shahreza; Ketan Kotwal; Sébastien Marcel; Iurii Medvedev; Jin Bo; Diogo Nunes; Ahmad Hassanpour; Pankaj Khatiwada; Aafan Ahmad Toor; Bian Yang

EFaR 2023: Efficient Face Recognition Competition Proceedings Article

V: IEEE International Joint Conference on Biometrics (IJCB 2023), str. 1-12, Ljubljana, Slovenia, 2023.

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Abhijit Das; Saurabh K Atreya; Aritra Mukherjee; Matej Vitek; Haiqing Li; Caiyong Wang; Zhao Guangzhe; Fadi Boutros; Patrick Siebke; Jan Niklas Kolf; Naser Damer; Ye Sun; Lu Hexin; Fab Aobo; You Sheng; Sabari Nathan; Suganya Ramamoorthy; Rampriya R S; Geetanjali G; Prinaka Sihag; Aditya Nigam; Peter Peer; Umapada Pal; Vitomir Struc

Sclera Segmentation and Joint Recognition Benchmarking Competition: SSRBC 2023 Proceedings Article

V: IEEE International Joint Conference on Biometrics (IJCB 2023), str. 1-10, Ljubljana, Slovenia, 2023.

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Ziga Emersic; Tetsushi Ohki; Muku Akasaka; Takahiko Arakawa; Soshi Maeda; Masora Okano; Yuya Sato; Anjith George; Sébastien Marcel; Iyyakutti Iyappan Ganapathi; Syed Sadaf Ali; Sajid Javed; Naoufel Werghi; Selin Gök Işık; Erdi Sarıtaş; Hazim Kemal Ekenel; Valter Hudovernik; Jan Niklas Kolf; Fadi Boutros; Naser Damer; Geetanjali Sharma; Aman Kamboj; Aditya Nigam; Deepak Kumar Jain; Guillermo Cámara; Peter Peer; Vitomir Struc

The Unconstrained Ear Recognition Challenge 2023: Maximizing Performance and Minimizing Bias Proceedings Article

V: IEEE International Joint Conference on Biometrics (IJCB 2023), str. 1-10, Ljubljana, Slovenia, 2023.

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Marija Ivanovska; Vitomir Štruc; Janez Perš

TomatoDIFF: On–plant Tomato Segmentation with Denoising Diffusion Models Best Paper Proceedings Article

V: 18th International Conference on Machine Vision and Applications (MVA 2023), str. 1-6, 2023.

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Richard Plesh; Peter Peer; Vitomir Štruc

GlassesGAN: Eyewear Personalization using Synthetic Appearance Discovery and Targeted Subspace Modeling Proceedings Article

V: Proceedings of the IEEE/CVF International Conference on Computer Vision and Pattern Recognition (CVPR) , 2023.

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Marija Ivanovska; Vitomir Štruc

Face Morphing Attack Detection with Denoising Diffusion Probabilistic Models Proceedings Article

V: Proceedings of the International Workshop on Biometrics and Forensics (IWBF), str. 1-6, 2023.

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Žiga Babnik; Naser Damer; Vitomir Štruc

Optimization-Based Improvement of Face Image Quality Assessment Techniques Proceedings Article

V: Proceedings of the International Workshop on Biometrics and Forensics (IWBF), 2023.

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Klemen Grm; Berk Ozata; Vitomir Struc; Hazim K. Ekenel

Meet-in-the-middle: Multi-scale upsampling and matching for cross-resolution face recognition Proceedings Article

V: WACV workshops, str. 120-129, 2023.

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2022

Journal Articles

Chenquan Gan; Yucheng Yang; Qingyi Zhub; Deepak Kumar Jain; Vitomir Struc

DHF-Net: A hierarchical feature interactive fusion network for dialogue emotion recognition Članek v strokovni reviji

V: Expert Systems with Applications, vol. 210, 2022.

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Darian Tomašecić; Peter Peer; Franc Solina; Aleš Jaklič; Vitomir Štruc

Reconstructing Superquadrics from Intensity and Color Images Članek v strokovni reviji

V: Sensors, vol. 22, iss. 4, no. 5332, 2022.

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Daile Osorio-Roig; Christian Rathgeb; Pawel Drozdowski; Philipp Terhörst; Vitomir Štruc; Christoph Busch

An Attack on Feature Level-based Facial Soft-biometric Privacy Enhancement Članek v strokovni reviji

V: IEEE Transactions on Biometrics, Identity and Behavior (TBIOM), vol. 4, iss. 2, str. 263-275, 2022.

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Janez Križaj; Simon Dobrišek; Vitomir Štruc

Making the most of single sensor information : a novel fusion approach for 3D face recognition using region covariance descriptors and Gaussian mixture models Članek v strokovni reviji

V: Sensors, iss. 6, no. 2388, str. 1-26, 2022.

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Marjan Stoimchev; Marija Ivanovska; Vitomir Štruc

Learning to Combine Local and Global Image Information for Contactless Palmprint Recognition Članek v strokovni reviji

V: Sensors, vol. 22, no. 1, str. 1-26, 2022.

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Book Sections

Peter Rot; Peter Peer; Vitomir Štruc

Detecting Soft-Biometric Privacy Enhancement Book Section

V: Rathgeb, Christian; Tolosana, Ruben; Vera-Rodriguez, Ruben; Busch, Christoph (Ur.): Handbook of Digital Face Manipulation and Detection, 2022.

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Ruben Tolosana; Christian Rathgeb; Ruben Vera-Rodriguez; Christoph Busch; Luisa Verdilova; Siwei Lyu; Huy H. Nguyen; Junichi Yamagishi; Isao Echizen; Peter Rot; Klemen Grm; Vitomir Štruc; Antitza Datcheva; Zahid Akhtar; Sergio Romero-Tapiador; Julian Fierrez; Aythami Morales; Javier Ortega-Garcia; Els Kindt; Catherine Jasserand; Tarmo Kalvet; Marek Tiits

Future Trends in Digital Face Manipulation and Detection Book Section

V: Rathgeb, Christian; Tolosana, Ruben; Vera-Rodriguez, Ruben; Busch, Christoph (Ur.): Handbook of Digital Face Manipulation and Detection, str. 463–482, 2022, ISBN: 978-3-030-87663-0.

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Proceedings Articles

Darian Tomašević; Peter Peer; Vitomir Štruc

BiOcularGAN: Bimodal Synthesis and Annotation of Ocular Images Proceedings Article

V: IEEE/IAPR International Joint Conference on Biometrics (IJCB 2022) , str. 1-10, 2022.

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Marco Huber; Fadi Boutros; Anh Thi Luu; Kiran Raja; Raghavendra Ramachandra; Naser Damer; Pedro C. Neto; Tiago Goncalves; Ana F. Sequeira; Jaime S. Cardoso; João Tremoco; Miguel Lourenco; Sergio Serra; Eduardo Cermeno; Marija Ivanovska; Borut Batagelj; Andrej Kronovšek; Peter Peer; Vitomir Štruc

SYN-MAD 2022: Competition on Face Morphing Attack Detection based on Privacy-aware Synthetic Training Data Proceedings Article

V: IEEE International Joint Conference on Biometrics (IJCB), str. 1-10, 2022, ISBN: 978-1-6654-6394-2.

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Marija Ivanovska; Andrej Kronovšek; Peter Peer; Vitomir Štruc; Borut Batagelj

Face Morphing Attack Detection Using Privacy-Aware Training Data Proceedings Article

V: Proceedings of ERK 2022, str. 1-4, 2022.

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Jaka Šircelj; Peter Peer; Franc Solina; Vitomir Štruc

Hierarchical Superquadric Decomposition with Implicit Space Separation Proceedings Article

V: Proceedings of ERK 2022, str. 1-4, 2022.

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Klemen Grm; Vitomir Štruc

Optimization-based Image Filter Design for Self-supervised Super-resolution Training Proceedings Article

V: Proceedings of ERK 2022, 2022.

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Žiga Babnik; Vitomir Štruc

Iterativna optimizacija ocen kakovosti slikovnih podatkov v sistemih za razpoznavanje obrazov Proceedings Article

V: Proceedings of ERK 2022, str. 1-4, 2022.

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Žiga Babnik; Peter Peer; Vitomir Štruc

FaceQAN: Face Image Quality Assessment Through Adversarial Noise Exploration Proceedings Article

V: IAPR International Conference on Pattern Recognition (ICPR), 2022.

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Žiga Babnik; Vitomir Štruc

Assessing Bias in Face Image Quality Assessment Proceedings Article

V: EUSIPCO 2022, 2022.

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Grega Dvoršak; Ankita Dwivedi; Vitomir Štruc; Peter Peer; Žiga Emeršič

Kinship Verification from Ear Images: An Explorative Study with Deep Learning Models Proceedings Article

V: International Workshop on Biometrics and Forensics (IWBF), str. 1–6, 2022.

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Julijan Jug; Ajda Lampe; Peter Peer; Vitomir Štruc

Segmentacija telesa z uporabo večciljnega učenja Proceedings Article

V: Proceedings of Rosus 2022, 2022.

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Julijan Jug; Ajda Lampe; Vitomir Štruc; Peter Peer

Body Segmentation Using Multi-task Learning Proceedings Article

V: International Conference on Artificial Intelligence in Information and Communication (ICAIIC), IEEE, 2022, ISBN: 978-1-6654-5818-4.

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Benjamin Fele; Ajda Lampe; Peter Peer; Vitomir Štruc

C-VTON: Context-Driven Image-Based Virtual Try-On Network Proceedings Article

V: IEEE/CVF Winter Applications in Computer Vision (WACV), str. 1–10, 2022.

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2021

Journal Articles

Žiga Emeršič; Diego Sušanj; Blaž Meden; Peter Peer; Vitomir Štruc

ContexedNet : Context-Aware Ear Detection in Unconstrained Settings Članek v strokovni reviji

V: IEEE Access, str. 1–17, 2021, ISSN: 2169-3536.

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Blaz Meden, Peter Rot, Philipp Terhorst, Naser Damer, Arjan Kuijper, Walter J. Scheirer, Arun Ross, Peter Peer, Vitomir Struc

Privacy-Enhancing Face Biometrics: A Comprehensive Survey Članek v strokovni reviji

V: IEEE Transactions on Information Forensics and Security, vol. 16, str. 4147-4183, 2021.

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Klemen Pevec; Klemen Grm; Vitomir Štruc

Benchmarking Crowd-Counting Techniques across Image Characteristics Članek v strokovni reviji

V: Elektorethniski Vestnik, vol. 88, iss. 5, str. 227-235, 2021.

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Borut Batagelj; Peter Peer; Vitomir Štruc; Simon Dobrišek

How to correctly detect face-masks for COVID-19 from visual information? Članek v strokovni reviji

V: Applied sciences, vol. 11, no. 5, str. 1-24, 2021, ISBN: 2076-3417.

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Tim Oblak; Jaka Šircelj; Vitomir Struc; Peter Peer; Franc Solina; Aleš Jaklic

Learning to predict superquadric parameters from depth images with explicit and implicit supervision Članek v strokovni reviji

V: IEEE Access, str. 1-16, 2021, ISSN: 2169-3536.

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Martin Pernus; Vitomir Struc; Simon Dobrisek

High Resolution Face Editing with Masked GAN Latent Code Optimization Članek v strokovni reviji

V: CoRR, vol. abs/2103.11135, 2021.

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Proceedings Articles

Marija Ivanovska; Vitomir Štruc

A Comparative Study on Discriminative and One--Class Learning Models for Deepfake Detection Proceedings Article

V: Proceedings of ERK 2021, str. 1–4, 2021.

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Klemen Grm; Štruc Vitomir

Frequency Band Encoding for Face Super-Resolution Proceedings Article

V: Proceedings of ERK 2021, str. 1-4, 2021.

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Fadi Boutros; Naser Damer; Jan Niklas Kolf; Kiran Raja; Florian Kirchbuchner; Raghavendra Ramachandra; Arjan Kuijper; Pengcheng Fang; Chao Zhang; Fei Wang; David Montero; Naiara Aginako; Basilio Sierra; Marcos Nieto; Mustafa Ekrem Erakin; Ugur Demir; Hazım Kemal Ekenel; Asaki Kataoka; Kohei Ichikawa; Shizuma Kubo; Jie Zhang; Mingjie He; Dan Han; Shiguang Shan; Klemen Grm; Vitomir Štruc; Sachith Seneviratne; Nuran Kasthuriarachchi; Sanka Rasnayaka; Pedro C. Neto; Ana F. Sequeira; Joao Ribeiro Pinto; Mohsen Saffari; Jaime S. Cardoso

MFR 2021: Masked Face Recognition Competition Proceedings Article

V: Proceedings of the IEEE International Joint Conference on Biometrics (IJCB 2021), 2021.

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Caiyong Wang; Yunlong Wang; Kunbo Zhang; Jawad Muhammad; Tianhao Lu; Qi Zhang; Qichuan Tian; Zhaofeng He; Zhenan Sun; Yiwen Zhang; Tianbao Liu; Wei Yang; Dongliang Wu; Yingfeng Liu; Ruiye Zhou; Huihai Wu; Hao Zhang; Junbao Wang; Jiayi Wang; Wantong Xiong; Xueyu Shi; Shao Zeng; Peihua Li; Haodong Sun; Jing Wang; Jiale Zhang; Qi Wang; Huijie Wu; Xinhui Zhang; Haiqing Li; Yu Chen; Liang Chen; Menghan Zhang; Ye Sun; Zhiyong Zhou; Fadi Boutros; Naser Damer; Arjan Kuijper; Juan Tapia; Andres Valenzuela; Christoph Busch; Gourav Gupta; Kiran Raja; Xi Wu; Xiaojie Li; Jingfu Yang; Hongyan Jing; Xin Wang; Bin Kong; Youbing Yin; Qi Song; Siwei Lyu; Shu Hu; Leon Premk; Matej Vitek; Vitomir Štruc; Peter Peer; Jalil Nourmohammadi Khiarak; Farhang Jaryani; Samaneh Salehi Nasab; Seyed Naeim Moafinejad; Yasin Amini; Morteza Noshad

NIR Iris Challenge Evaluation in Non-cooperative Environments: Segmentation and Localization Proceedings Article

V: Proceedings of the IEEE International Joint Conference on Biometrics (IJCB 2021), 2021.

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2020

Journal Articles

Philipp Terhorst; Kevin Riehl; Naser Damer; Peter Rot; Blaz Bortolato; Florian Kirchbuchner; Vitomir Struc; Arjan Kuijper

PE-MIU: a training-free privacy-enhancing face recognition approach based on minimum information units Članek v strokovni reviji

V: IEEE Access, vol. 2020, 2020.

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Klemen Grm; Walter J. Scheirer; Vitomir Štruc

Face hallucination using cascaded super-resolution and identity priors Članek v strokovni reviji

V: IEEE Transactions on Image Processing, 2020.

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Matej Vitek; Peter Rot; Vitomir Struc; Peter Peer

A comprehensive investigation into sclera biometrics: a novel dataset and performance study Članek v strokovni reviji

V: Neural Computing and Applications, str. 1-15, 2020.

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Book Sections

Dejan Stepec; Ziga Emersic; Peter Peer; Vitomir Struc

Constellation-Based Deep Ear Recognition Book Section

V: Jiang, R.; Li, CT.; Crookes, D.; Meng, W.; Rosenberger, C. (Ur.): Deep Biometrics: Unsupervised and Semi-Supervised Learning, Springer, 2020, ISBN: 978-3-030-32582-4.

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Proceedings Articles

Blaž Bortolato; Marija Ivanovska; Peter Rot; Janez Križaj; Philipp Terhorst; Naser Damer; Peter Peer; Vitomir Štruc

Learning privacy-enhancing face representations through feature disentanglement Proceedings Article

V: Proceedings of FG 2020, IEEE, 2020.

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M. Vitek; A. Das; Y. Pourcenoux; A. Missler; C. Paumier; S. Das; I. De Ghosh; D. R. Lucio; L. A. Zanlorensi Jr.; D. Menotti; F. Boutros; N. Damer; J. H. Grebe; A. Kuijper; J. Hu; Y. He; C. Wang; H. Liu; Y. Wang; Z. Sun; D. Osorio-Roig; C. Rathgeb; C. Busch; J. Tapia; A.~Valenzuela; G. Zampoukis; L. Tsochatzidis; I. Pratikakis; S. Nathan; R. Suganya; V. Mehta; A. Dhall; K. Raja; G. Gupta; J. N. Khiarak; M. Akbari-Shahper; F. Jaryani; M. Asgari-Chenaghlu; R. Vyas; S. Dakshit; S. Dakshit; P. Peer; U. Pal; V. Štruc

SSBC 2020: Sclera Segmentation Benchmarking Competition in the Mobile Environment Proceedings Article

V: International Joint Conference on Biometrics (IJCB 2020), str. 1–10, 2020.

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Philipp Terhörst, Marco Huber, Naser Damer, Peter Rot, Florian Kirchbuchner, Vitomir Struc, Arjan Kuijper

Privacy Evaluation Protocols for the Evaluation of Soft-Biometric Privacy-Enhancing Technologies Proceedings Article

V: Proceedings of the International Conference of the Biometrics Special Interest Group (BIOSIG) 2020, str. 1-5, IEEE, 2020, ISSN: 1617-5468.

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Andraž Puc; Vitomir Štruc; Klemen Grm

Analysis of Race and Gender Bias in Deep Age Estimation Model Proceedings Article

V: Proceedings of EUSIPCO 2020, 2020.

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Jaka Šircelj; Tim Oblak; Klemen Grm; Uroš Petković; Aleš Jaklič; Peter Peer; Vitomir Štruc; Franc Solina

Segmentation and Recovery of Superquadric Models using Convolutional Neural Networks Proceedings Article

V: 25th Computer Vision Winter Workshop (CVWW 2020), 2020.

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2019

Journal Articles

Janez Krizaj; Peter Peer; Vitomir Struc; Simon Dobrisek

Simultaneous multi-decent regression and feature learning for landmarking in depth image Članek v strokovni reviji

V: Neural Computing and Applications, 2019, ISBN: 0941-0643.

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Jure Kovač; Vitomir Štruc; Peter Peer

Frame-based classification for cross-speed gait recognition Članek v strokovni reviji

V: Multimedia Tools and Applications, vol. 78, no. 5, str. 5621–5643, 2019, ISSN: 1573-7721.

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Janez Križaj; Janez Perš; Simon Dobrišek; Vitomir Štruc

Sistem nadgrajene resničnosti za verifikacijo predmetov v skladiščnih okoljih Članek v strokovni reviji

V: Elektrotehniski Vestnik, vol. 86, no. 1/2, str. 1–6, 2019.

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Book Sections

Peter Rot; Matej Vitek; Klemen Grm; Žiga Emeršič; Peter Peer and Vitomir Štruc

Deep Sclera Segmentation and Recognition Book Section

V: Uhl, Andreas; Busch, Christoph; Marcel, Sebastien; Veldhuis, Rainer (Ur.): Handbook of Vascular Biometrics, str. 395-432, Springer, 2019, ISBN: 978-3-030-27731-4.

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Emersic Ziga; Krizaj Janez; Struc Vitomir; Peer Peter

Deep ear recognition pipeline Book Section

V: Mahmoud, Hassaballah; M., Hosny Khalid (Ur.): Recent advances in computer vision : theories and applications, vol. 804, Springer, 2019, ISBN: 1860-9503.

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Proceedings Articles

Tim Oblak; Klemen Grm; Aleš Jaklič; Peter Peer; Vitomir Štruc; Franc Solina

Recovery of Superquadrics from Range Images using Deep Learning: A Preliminary Study Proceedings Article

V: 2019 IEEE International Work Conference on Bioinspired Intelligence (IWOBI), str. 45-52, IEEE, 2019.

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Žiga Emeršič; A. Kumar S. V.; B. S. Harish; W. Gutfeter; J. N. Khiarak; A. Pacut; E. Hansley; M. Pamplona Segundo; S. Sarkar; H. Park; G. Pyo Nam; I. J. Kim; S.G. Sangodkar; U. Kacar; M. Kirci; L. Yuan; J. Yuan; H. Zhao; F. Lu; J. Mao; X. Zhang; D. Yaman; F. I. Eyiokur; K. B. Ozler; H. K. Ekenel; D. Paul Chowdhury; S. Bakshi; P. K. Sa; B. Majhni; P. Peer; V. Štruc

The Unconstrained Ear Recognition Challenge 2019 Proceedings Article

V: International Conference on Biometrics (ICB 2019), 2019.

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Klemen Grm; Martin Pernus; Leo Cluzel; Walter J. Scheirer; Simon Dobrisek; Vitomir Struc

Face Hallucination Revisited: An Exploratory Study on Dataset Bias Proceedings Article

V: IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019.

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Juš Lozej; Dejan Štepec; Vitomir Štruc; Peter Peer

Influence of segmentation on deep iris recognition performance Proceedings Article

V: 7th IAPR/IEEE International Workshop on Biometrics and Forensics (IWBF 2019), 2019.

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2018

Journal Articles

Klemen Grm; Vitomir Štruc

Deep face recognition for surveillance applications Članek v strokovni reviji

V: IEEE Intelligent Systems, vol. 33, no. 3, str. 46–50, 2018.

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Žiga Emeršič; Blaž Meden; Peter Peer; Vitomir Štruc

Evaluation and analysis of ear recognition models: performance, complexity and resource requirements Članek v strokovni reviji

V: Neural Computing and Applications, str. 1–16, 2018, ISBN: 0941-0643.

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Žiga Emeršič; Luka Gabriel; Vitomir Štruc; Peter Peer

Convolutional encoder--decoder networks for pixel-wise ear detection and segmentation Članek v strokovni reviji

V: IET Biometrics, vol. 7, no. 3, str. 175–184, 2018.

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Blaž Meden; Žiga Emeršič; Vitomir Štruc; Peter Peer

k-Same-Net: k-Anonymity with Generative Deep Neural Networks for Face Deidentification Članek v strokovni reviji

V: Entropy, vol. 20, no. 1, str. 60, 2018.

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Robert Šket; Tadej Debevec; Susanne Kublik; Michael Schloter; Anne Schoeller; Boštjan Murovec; Katarina Vogel Mikuš; Damjan Makuc; Klemen Pečnik; Janez Plavec; Igor B Mekjavić; Ola Eiken; Zala Prevoršek; Blaž Stres

Intestinal Metagenomes and Metabolomes in Healthy Young Males: Inactivity and Hypoxia Generated Negative Physiological Symptoms Precede Microbial Dysbiosis Članek v strokovni reviji

V: Frontiers in Physiology, vol. 9, str. 198, 2018, ISSN: 1664-042X.

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Boštjan Murovec; Damjan Makuc; Sabina Kolbl Repinc; Zala Prevoršek; Domen Zavec; Robert Šket; Klemen Pečnik; Janez Plavec; Blaž Stres

1H NMR metabolomics of microbial metabolites in the four MW agricultural biogas plant reactors: A case study of inhibition mirroring the acute rumen acidosis symptoms Članek v strokovni reviji

V: Journal of Environmental Management, vol. 222, str. 428 - 435, 2018, ISSN: 0301-4797.

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Proceedings Articles

Janez Križaj; Žiga Emeršič; Simon Dobrišek; Peter Peer; Vitomir Štruc

Localization of Facial Landmarks in Depth Images Using Gated Multiple Ridge Descent Proceedings Article

V: 2018 IEEE International Work Conference on Bioinspired Intelligence (IWOBI), str. 1–8, IEEE 2018.

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Matej Kristan; Ales Leonardis; Jiri Matas; Michael Felsberg; Roman Pflugfelder; Luka Cehovin Zajc; Tomas Vojir; Goutam Bhat; Alan Lukezic; Abdelrahman Eldesokey; Vitomir Štruc; Klemen Grm; others

The sixth visual object tracking VOT2018 challenge results Proceedings Article

V: European Conference on Computer Vision Workshops (ECCV-W 2018), 2018.

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Peter Rot; Žiga Emeršič; Vitomir Struc; Peter Peer

Deep multi-class eye segmentation for ocular biometrics Proceedings Article

V: 2018 IEEE International Work Conference on Bioinspired Intelligence (IWOBI), str. 1–8, IEEE 2018.

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Juš Lozej; Blaž Meden; Vitomir Struc; Peter Peer

End-to-end iris segmentation using U-Net Proceedings Article

V: 2018 IEEE International Work Conference on Bioinspired Intelligence (IWOBI), str. 1–6, IEEE 2018.

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Blaz Meden; Peter Peer; Vitomir Struc

Selective Face Deidentification with End-to-End Perceptual Loss Learning Proceedings Article

V: 2018 IEEE International Work Conference on Bioinspired Intelligence (IWOBI), str. 1–7, IEEE 2018.

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Sandipan Banerjee; Joel Brogan; Janez Krizaj; Aparna Bharati; Brandon RichardWebster; Vitomir Struc; Patrick J. Flynn; Walter J. Scheirer

To frontalize or not to frontalize: Do we really need elaborate pre-processing to improve face recognition? Proceedings Article

V: 2018 IEEE Winter Conference on Applications of Computer Vision (WACV), str. 20–29, IEEE 2018.

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Žiga Emeršič; Nil Oleart Playa; Vitomir Štruc; Peter Peer

Towards Accessories-Aware Ear Recognition Proceedings Article

V: 2018 IEEE International Work Conference on Bioinspired Intelligence (IWOBI), str. 1–8, IEEE 2018.

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Rosaura G. Vidal; Sreya Banerjee; Klemen Grm; Vitomir Struc; Walter J. Scheirer

UG^ 2: A Video Benchmark for Assessing the Impact of Image Restoration and Enhancement on Automatic Visual Recognition Proceedings Article

V: 2018 IEEE Winter Conference on Applications of Computer Vision (WACV), str. 1597–1606, IEEE 2018.

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Abhijit Das; Umapada Pal; Miguel A. Ferrer; Michael Blumenstein; Dejan Štepec; Peter Rot; Žiga Emeršič; Peter Peer; Vitomir Štruc

SSBC 2018: Sclera Segmentation Benchmarking Competition Proceedings Article

V: 2018 International Conference on Biometrics (ICB), 2018.

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2017

Journal Articles

Žiga Emeršič; Vitomir Štruc; Peter Peer

Ear recognition: More than a survey Članek v strokovni reviji

V: Neurocomputing, vol. 255, str. 26–39, 2017.

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Blaž Meden; Refik Can Malli; Sebastjan Fabijan; Hazim Kemal Ekenel; Vitomir Štruc; Peter Peer

Face deidentification with generative deep neural networks Članek v strokovni reviji

V: IET Signal Processing, vol. 11, no. 9, str. 1046–1054, 2017.

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Klemen Grm; Vitomir Štruc; Anais Artiges; Matthieu Caron; Hazim K. Ekenel

Strengths and weaknesses of deep learning models for face recognition against image degradations Članek v strokovni reviji

V: IET Biometrics, vol. 7, no. 1, str. 81–89, 2017.

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