Ioannis A. Kakadiaris

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 105

Top Venues

Publications

Furkan Gursoy, Ioannis A. Kakadiaris
Artificial intelligence research strategy of the United States: critical assessment and policy recommendations. Frontiers Big Data 6 (2024)
Athina Bikaki, Mark Peters, Jimmy Krozel, Ioannis A. Kakadiaris
Building an open-source collaborative platform for migration research: A metadata modeling approach using XML. Knowl. Based Syst. 299 (2024)
Furkan Gursoy, Ioannis A. Kakadiaris
Equal Confusion Fairness: Measuring Group-Based Disparities in Automated Decision Systems. CoRR (2023)
Timothy A. Burt, Nikos Passas, Ioannis A. Kakadiaris
AI-SNIPS: A Platform for Network Intelligence-Based Pharmaceutical Security. AAAI (2023)
Eric Ingram, Furkan Gursoy, Ioannis A. Kakadiaris
Accuracy, Fairness, and Interpretability of Machine Learning Criminal Recidivism Models. CoRR (2022)
Eric Ingram, Furkan Gursoy, Ioannis A. Kakadiaris
Accuracy, Fairness, and Interpretability of Machine Learning Criminal Recidivism Models. BDCAT (2022)
John W. Gardner, Furkan Gursoy, Ioannis A. Kakadiaris
Accuracy-Fairness Tradeoff in Parole Decision Predictions: A Preliminary Analysis. BDCAT (2022)
Furkan Gursoy, Ioannis A. Kakadiaris
Error Parity Fairness: Testing for Group Fairness in Regression Tasks. CoRR (2022)
Furkan Gursoy, Ioannis A. Kakadiaris
System Cards for AI-Based Decision-Making for Public Policy. CoRR (2022)
Furkan Gursoy, Ioannis A. Kakadiaris
Equal Confusion Fairness: Measuring Group-Based Disparities in Automated Decision Systems. ICDM (Workshops) (2022)
Nalini K. Ratha, Richa Singh, Vitomir Struc, Ioannis A. Kakadiaris, P. Jonathon Phillips, Mayank Vatsa
TBIOM Special Issue on "Best Reviewed Papers From IJCB 2020 - Editorial". IEEE Trans. Biom. Behav. Identity Sci. 3 (4) (2021)
Thamar Solorio, Mahsa Shafaei, Christos Smailis, Brad J. Bushman, Douglas A. Gentile, Erica Scharrer, Laura Stockdale, Ioannis A. Kakadiaris
White Paper - Objectionable Online Content: What is harmful, to whom, and why. CoRR (2021)
Mahsa Shafaei, Christos Smailis, Ioannis A. Kakadiaris, Thamar Solorio
A Case Study of Deep Learning Based Multi-Modal Methods for Predicting the Age-Suitability Rating of Movie Trailers. CoRR (2021)
Michalis Vrigkas, Evangelos Kazakos, Christophoros Nikou, Ioannis A. Kakadiaris
Human activity recognition using robust adaptive privileged probabilistic learning. Pattern Anal. Appl. 24 (3) (2021)
Mahsa Shafaei, Christos Smailis, Ioannis A. Kakadiaris, Thamar Solorio
A Case Study of Deep Learning-Based Multi-Modal Methods for Labeling the Presence of Questionable Content in Movie Trailers. RANLP (2021)
Tongtong Huang, Yan Chu, Shayan Shams, Yejin Kim, Ananth V. Annapragada, Devika Subramanian, Ioannis A. Kakadiaris, Assaf Gottlieb, Xiaoqian Jiang
Population stratification enables modeling effects of reopening policies on mortality and hospitalization rates. J. Biomed. Informatics 119 (2021)
Thamar Solorio, Mahsa Shafaei, Christos Smailis, Mona T. Diab, Theodore Giannakopoulos, Heng Ji, Yang Liu, Rada Mihalcea, Smaranda Muresan, Ioannis A. Kakadiaris
White Paper: Challenges and Considerations for the Creation of a Large Labelled Repository of Online Videos with Questionable Content. CoRR (2021)
Ali Memariani, Ioannis A. Kakadiaris
DETCID: Detection of Elongated Touching Cells with Inhomogeneous Illumination using a Deep Adversarial Network. CoRR (2020)
Xiang Xu, Nikolaos Sarafianos, Ioannis A. Kakadiaris
On Improving the Generalization of Face Recognition in the Presence of Occlusions. CVPR Workshops (2020)
Ha A. Le, Christos Smailis, Lei Shi, Ioannis A. Kakadiaris
EDGE20: A Cross Spectral Evaluation Dataset for Multiple Surveillance Problems. WACV (2020)
Xiang Xu, Nikolaos Sarafianos, Ioannis A. Kakadiaris
On Improving the Generalization of Face Recognition in the Presence of Occlusions. CoRR (2020)
Lei Shi, Charles Livermore, Ioannis A. Kakadiaris
DVRNet: Decoupled Visible Region Network for Pedestrian Detection. IJCB (2020)
Ioannis A. Kakadiaris, Damon L. Woodard, Stephanie A. C. Schuckers
Selected Best Works from Biometrics: Theory, Applications, and Systems 2019. IEEE Trans. Biom. Behav. Identity Sci. 2 (4) (2020)
Lei Shi, Xiang Xu, Ioannis A. Kakadiaris
Detecting Multi-Scale Faces Using Attention-Based Feature Fusion and Smoothed Context Enhancement. IEEE Trans. Biom. Behav. Identity Sci. 2 (3) (2020)
Ha A. Le, Ioannis A. Kakadiaris
DBLFace: Domain-Based Labels for NIR-VIS Heterogeneous Face Recognition. IJCB (2020)
Ha A. Le, Ioannis A. Kakadiaris
DBLFace: Domain-Based Labels for NIR-VIS Heterogeneous Face Recognition. CoRR (2020)
Lei Shi, Xiang Xu, Ioannis A. Kakadiaris
SEFD: A Simple and Effective Single Stage Face Detector. ICB (2019)
Ali Memariani, Bradley T. Endres, Eugénie Bassères, Kevin W. Garey, Ioannis A. Kakadiaris
RISEC: Rotational Invariant Segmentation of Elongated Cells in SEM Images with Inhomogeneous Illumination. ISVC (2) (2019)
Xiang Xu, Ha A. Le, Ioannis A. Kakadiaris
On the Importance of Feature Aggregation for Face Reconstruction. WACV (2019)
Lei Shi, Xiang Xu, Ioannis A. Kakadiaris
: A Robust Two-Stage Face Detector. IEEE Trans. Biom. Behav. Identity Sci. 1 (3) (2019)
Yuhang Wu, Ioannis A. Kakadiaris
OGCTL: Occlusion-guided compact template learning for ensemble deep network-based pose-invariant face recognition. ICB (2019)
Christos Smailis, Michalis Vrigkas, Ioannis A. Kakadiaris
Recaspia: Recognizing Carrying Actions in Single Images Using Privileged Information. ICIP (2019)
Wanshun Gao, Xi Zhao, Zhimin Gao, Jianhua Zou, Pengfei Dou, Ioannis A. Kakadiaris
3D Face Reconstruction From Volumes of Videos Using a Mapreduce Framework. IEEE Access 7 (2019)
Ha A. Le, Ioannis A. Kakadiaris
SeLENet: A Semi-Supervised Low Light Face Enhancement Method for Mobile Face Unlock. ICB (2019)
Nikolaos Sarafianos, Xiang Xu, Ioannis A. Kakadiaris
Adversarial Representation Learning for Text-to-Image Matching. ICCV (2019)
Lei Shi, Xiang Xu, Ioannis A. Kakadiaris
SANet: Smoothed Attention Network for Single Stage Face Detector. ICB (2019)
Ha A. Le, Ioannis A. Kakadiaris
Illumination-Invariant Face Recognition With Deep Relit Face Images. WACV (2019)
Xiang Xu, Ioannis A. Kakadiaris
Open Source Face Recognition Performance Evaluation Package. CoRR (2019)
Yuhang Wu, Ioannis A. Kakadiaris
3-D Face Alignment Using A Convolutional Point-Set Representation. IEEE Trans. Biom. Behav. Identity Sci. 1 (4) (2019)
Yuhang Wu, Ioannis A. Kakadiaris
Occlusion-guided compact template learning for ensemble deep network-based pose-invariant face recognition. CoRR (2019)
Nikolaos Sarafianos, Xiang Xu, Ioannis A. Kakadiaris
Adversarial Representation Learning for Text-to-Image Matching. CoRR (2019)
Xiang Xu, Ioannis A. Kakadiaris
FaRE: Open Source Face Recognition Performance Evaluation Package. ICIP (2019)
Lingfeng Zhang, Ioannis A. Kakadiaris
A Hierarchical Matcher using Local Classifier Chains. CoRR (2018)
Lingfeng Zhang, Pengfei Dou, Ioannis A. Kakadiaris
Patch-based Face Recognition using a Hierarchical Multi-label Matcher. CoRR (2018)
Pengfei Dou, Yuhang Wu, Shishir K. Shah, Ioannis A. Kakadiaris
Monocular 3D facial shape reconstruction from a single 2D image with coupled-dictionary learning and sparse coding. Pattern Recognit. 81 (2018)
Yuhang Wu, Shishir K. Shah, Ioannis A. Kakadiaris
Annotated face model-based alignment: a robust landmark-free pose estimation approach for 3D model registration. Mach. Vis. Appl. 29 (3) (2018)
Lei Shi, Xiang Xu, Ioannis A. Kakadiaris
SSFD: A Face Detector using A Single-scale Feature Map. BTAS (2018)
Ali Memariani, Ioannis A. Kakadiaris
SoLiD: Segmentation of Clostridioides Difficile Cells in the Presence of Inhomogeneous Illumination Using a Deep Adversarial Network. MLMI@MICCAI (2018)
Nikolaos Sarafianos, Theodoros Giannakopoulos, Christophoros Nikou, Ioannis A. Kakadiaris
Curriculum learning of visual attribute clusters for multi-task classification. Pattern Recognit. 80 (2018)
Mengjun Leng, Ioannis A. Kakadiaris
Recursive Binary Template Embedding for Face Image Sets. BTAS (2018)
Nikolaos Sarafianos, Xiang Xu, Ioannis A. Kakadiaris
Deep Imbalanced Attribute Classification Using Visual Attention Aggregation. ECCV (11) (2018)
L. Zhang, Pengfei Dou, Ioannis A. Kakadiaris
Patch-based face recognition using a hierarchical multi-label matcher. Image Vis. Comput. 73 (2018)
Nikolaos Sarafianos, Xiang Xu, Ioannis A. Kakadiaris
Deep Imbalanced Attribute Classification using Visual Attention Aggregation. CoRR (2018)
Lingfeng Zhang, Pengfei Dou, Ioannis A. Kakadiaris
A Face Recognition Signature Combining Patch-based Features with Soft Facial Attributes. CoRR (2018)
Lingfeng Zhang, Ioannis A. Kakadiaris
Fully Associative Patch-based 1-to-N Matcher for Face Recognition. CoRR (2018)
Yuhang Wu, Le Anh Vu Ha, Xiang Xu, Ioannis A. Kakadiaris
Convolutional Point-set Representation: A Convolutional Bridge Between a Densely Annotated Image and 3D Face Alignment. CoRR (2018)
Oman Magaña-Tellez, Michalis Vrigkas, Christophoros Nikou, Ioannis A. Kakadiaris
SPICE: Superpixel Classification for Cell Detection and Counting. VISIGRAPP (4: VISAPP) (2018)
Pengfei Dou, Ioannis A. Kakadiaris
Multi-view 3D face reconstruction with deep recurrent neural networks. Image Vis. Comput. 80 (2018)
Evangelos Kazakos, Christophoros Nikou, Ioannis A. Kakadiaris
On the Fusion of RGB and Depth Information for Hand Pose Estimation. ICIP (2018)
Ali Memariani, Christophoros Nikou, Bradley T. Endres, Eugénie Bassères, Kevin W. Garey, Ioannis A. Kakadiaris
DETCIC: Detection of Elongated Touching Cells with Inhomogeneous Illumination using a Stack of Conditional Random Fields. VISIGRAPP (4: VISAPP) (2018)
Lingfeng Zhang, Ioannis A. Kakadiaris
Fully Associative Patch-Based 1-to-N Matcher for Face Recognition. ICB (2018)
Michalis Vrigkas, Ermioni Mastora, Christophoros Nikou, Ioannis A. Kakadiaris
Robust Incremental Hidden Conditional Random Fields for Human Action Recognition. ISVC (2018)
Mengjun Leng, Ioannis A. Kakadiaris
Confidence-Driven Network for Point-to-Set Matching. ICPR (2018)
Yuhang Wu, Shishir K. Shah, Ioannis A. Kakadiaris
GoDP: Globally Optimized Dual Pathway deep network architecture for facial landmark localization in-the-wild. Image Vis. Comput. 73 (2018)
Michalis Vrigkas, Christophoros Nikou, Ioannis A. Kakadiaris
Identifying Human Behaviors Using Synchronized Audio-Visual Cues. IEEE Trans. Affect. Comput. 8 (1) (2017)
Michalis Vrigkas, Evangelos Kazakos, Christophoros Nikou, Ioannis A. Kakadiaris
Human Activity Recognition Using Robust Adaptive Privileged Probabilistic Learning. CoRR (2017)
Nikolaos Sarafianos, Michalis Vrigkas, Ioannis A. Kakadiaris
Adaptive SVM+: Learning with Privileged Information for Domain Adaptation. ICCV Workshops (2017)
Nikolaos Sarafianos, Theodoros Giannakopoulos, Christophoros Nikou, Ioannis A. Kakadiaris
Curriculum Learning for Multi-Task Classification of Visual Attributes. CoRR (2017)
Ha A. Le, Ioannis A. Kakadiaris
UHDB31: A Dataset for Better Understanding Face Recognition Across Pose and Illumination Variation. ICCV Workshops (2017)
Pengfei Dou, Ioannis A. Kakadiaris
Multi-view 3D face reconstruction with deep recurrent neural networks. IJCB (2017)
Panagiotis Moutafis, Mengjun Leng, Ioannis A. Kakadiaris
An Overview and Empirical Comparison of Distance Metric Learning Methods. IEEE Trans. Cybern. 47 (3) (2017)
Tian Xie, Mohammad M. Islam, Alan B. Lumsden, Ioannis A. Kakadiaris
Holographic iRay: Exploring Augmentation for Medical Applications. ISMAR Adjunct (2017)
Yuhang Wu, Ioannis A. Kakadiaris
Facial 3D model registration under occlusions with sensiblepoints-based reinforced hypothesis refinement. IJCB (2017)
Tian Xie, Mohammad M. Islam, Alan B. Lumsden, Ioannis A. Kakadiaris
Semi-automatic Initial Registration for the iRay System: A User Study. AVR (2) (2017)
Lingfeng Zhang, Ioannis A. Kakadiaris
Local classifier chains for deep face recognition. IJCB (2017)
L. Zhang, S. K. Shah, Ioannis A. Kakadiaris
Hierarchical Multi-label Classification using Fully Associative Ensemble Learning. Pattern Recognit. 70 (2017)
Ioannis A. Kakadiaris, George Toderici, Georgios Evangelopoulos, Georgios Passalis, Dat Chu, Xi Zhao, Shishir K. Shah, Theoharis Theoharis
3D-2D face recognition with pose and illumination normalization. Comput. Vis. Image Underst. 154 (2017)
Pengfei Dou, Shishir K. Shah, Ioannis A. Kakadiaris
End-to-End 3D Face Reconstruction with Deep Neural Networks. CVPR (2017)
Nikolaos Sarafianos, Theodore Giannakopoulos, Christophoros Nikou, Ioannis A. Kakadiaris
Curriculum Learning of Visual Attribute Clusters for Multi-Task Classification. CoRR (2017)
Michalis Vrigkas, Evangelos Kazakos, Christophoros Nikou, Ioannis A. Kakadiaris
Inferring Human Activities Using Robust Privileged Probabilistic Learning. ICCV Workshops (2017)
Nikolaos Sarafianos, Theodore Giannakopoulos, Christophoros Nikou, Ioannis A. Kakadiaris
Curriculum Learning for Multi-task Classification of Visual Attributes. ICCV Workshops (2017)
Yuhang Wu, Shishir K. Shah, Ioannis A. Kakadiaris
GoDP: Globally optimized dual pathway system for facial landmark localization in-the-wild. CoRR (2017)
Pengfei Dou, Shishir K. Shah, Ioannis A. Kakadiaris
End-to-end 3D face reconstruction with deep neural networks. CoRR (2017)
Nikolaos Sarafianos, Christophoros Nikou, Ioannis A. Kakadiaris
Predicting Privileged Information for Height Estimation. CoRR (2017)
Mengjun Leng, Panagiotis Moutafis, Ioannis A. Kakadiaris
Joint prototype and metric learning for image set classification: Application to video face identification. Image Vis. Comput. 58 (2017)
Anastasios Nentidis, Konstantinos Bougiatiotis, Anastasia Krithara, Georgios Paliouras, Ioannis A. Kakadiaris
Results of the fifth edition of the BioASQ Challenge. BioNLP (2017)
Xiang Xu, Ioannis A. Kakadiaris
Joint Head Pose Estimation and Face Alignment Framework Using Global and Local CNN Features. FG (2017)
Nikolaos Sarafianos, Michalis Vrigkas, Ioannis A. Kakadiaris
Adaptive SVM+: Learning with Privileged Information for Domain Adaptation. CoRR (2017)
Xiang Xu, Pengfei Dou, Ha A. Le, Ioannis A. Kakadiaris
When 3D-Aided 2D Face Recognition Meets Deep Learning: An extended UR2D for Pose-Invariant Face Recognition. CoRR (2017)
Yuhang Wu, Ioannis A. Kakadiaris
Facial 3D Model Registration Under Occlusions With SensiblePoints-based Reinforced Hypothesis Refinement. CoRR (2017)
Michalis Vrigkas, Evangelos Kazakos, Christophoros Nikou, Ioannis A. Kakadiaris
Inferring Human Activities Using Robust Privileged Probabilistic Learning. CoRR (2017)
Xiang Xu, Ha A. Le, Pengfei Dou, Yuhang Wu, Ioannis A. Kakadiaris
Evaluation of a 3D-aided pose invariant 2D face recognition system. IJCB (2017)
Nikolaos Sarafianos, Bogdan Boteanu, Bogdan Ionescu, Ioannis A. Kakadiaris
3D Human pose estimation: A review of the literature and analysis of covariates. Comput. Vis. Image Underst. 152 (2016)
Abraham Báez-Suárez, Christophoros Nikou, Juan Arturo Nolazco-Flores, Ioannis A. Kakadiaris
Age Classification from Facial Images: Is Frontalization Necessary? ISVC (1) (2016)
E. Gerardo Mendizabal-Ruiz, Ioannis A. Kakadiaris
A physics-based intravascular ultrasound image reconstruction method for lumen segmentation. Comput. Biol. Medicine 75 (2016)
Michalis Vrigkas, Christophoros Nikou, Ioannis A. Kakadiaris
Exploiting privileged information for facial expression recognition. ICB (2016)
Panagiotis Moutafis, Mengjun Leng, Ioannis A. Kakadiaris
Regression-based metric learning. ICPR (2016)
Yuhang Wu, Shishir K. Shah, Ioannis A. Kakadiaris
Rendering or normalization? An analysis of the 3D-aided pose-invariant face recognition. ISBA (2016)
Ali Memariani, Christophoros Nikou, Bradley T. Endres, Eugénie Bassères, Kevin W. Garey, Ioannis A. Kakadiaris
DeTEC: Detection of Touching Elongated Cells in SEM Images. ISVC (1) (2016)
Nikolaos Sarafianos, Christophoros Nikou, Ioannis A. Kakadiaris
Predicting privileged information for height estimation. ICPR (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ioannis A. Kakadiaris