Marios Savvides

294 papers A* 30A 11B 28C 3Misc 5Journal 104Unranked 99

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	STELAR-VISION: Self-Topology-Aware Efficient Learning for Aligned Reasoning in Vision. AAAI Chen Li, Han Zhang, Zhantao Yang, Fangyi Chen, Zihan Wang, Anudeepsekhar Bolimera, Marios Savvides
2026	J	`jnl`	Self-Corrected Image Generation with Explainable Latent Rewards. CoRR Yinyi Luo, Hrishikesh Gokhale, Marios Savvides, Jindong Wang, Shengfeng He
2025	J	`jnl`	Image Tokenizer Needs Post-Training. CoRR Kai Qiu, Xiang Li, Hao Chen, Jason Kuen, Xiaohao Xu, Jiuxiang Gu, Yinyi Luo, Bhiksha Raj, Zhe Lin, Marios Savvides
2025	J	`jnl`	Knowledge Consultation for Semi-Supervised Semantic Segmentation. CoRR Thuan Than, Nhat-Anh Nguyen-Dang, Dung Nguyen, Salwa K. Al Khatib, Ahmed Elhagry, Hai Phan, Yihui He, Zhiqiang Shen, Marios Savvides, Dang Huynh
2025	J	`jnl`	KnowledgeSmith: Uncovering Knowledge Updating in LLMs with Model Editing and Unlearning. CoRR Yinyi Luo, Zhexian Zhou, Hao Chen, Kai Qiu, Marios Savvides, Sharon Li, Jindong Wang
2025	J	`jnl`	Measuring the potential risk of re-identification of imaging research participants from open-source automated face recognition software. NeuroImage Carl M. Prakaashana, Marios Savvides, Jeffrey L. Gunter, Matthew L. Senjem, Prashanthi Vemuri, Kejal Kantarci, Johnanthan Graff-Radford, Ronald C. Petersen, Clifford R. Jack Jr., Christopher G. Schwarz
2025	J	`jnl`	MetaVLA: Unified Meta Co-training For Efficient Embodied Adaption. CoRR Chen Li, Zhantao Yang, Han Zhang, Fangyi Chen, Chenchen Zhu, Anudeepsekhar Bolimera, Marios Savvides
2025	J	`jnl`	Reward Evolution with Graph-of-Thoughts: A Bi-Level Language Model Framework for Reinforcement Learning. CoRR Changwei Yao, Xinzi Liu, Chen Li, Marios Savvides
2025	J	`jnl`	Robust Latent Matters: Boosting Image Generation with Sampling Error Synthesis. CoRR Kai Qiu, Xiang Li, Jason Kuen, Hao Chen, Xiaohao Xu, Jiuxiang Gu, Yinyi Luo, Bhiksha Raj, Zhe Lin, Marios Savvides
2025	J	`jnl`	SOLAR: Scalable Optimization of Large-scale Architecture for Reasoning. CoRR Chen Li, Yinyi Luo, Anudeepsekhar Bolimera, Uzair Ahmed, Shri Kiran Srinivasan, Hrishikesh Gokhale, Marios Savvides
2025	J	`jnl`	STELAR-VISION: Self-Topology-Aware Efficient Learning for Aligned Reasoning in Vision. CoRR Chen Li, Han Zhang, Zhantao Yang, Fangyi Chen, Zihan Wang, Anudeepsekhar Bolimera, Marios Savvides
2025	A	`conf`	The Second Workshop on Generative AI for E-commerce. RecSys Mansi Ranjit Mane, Djordje Gligorijevic, Dingxian Wang, Topojoy Biswas, Evren Körpeoglu, Marios Savvides, Yongfeng Zhang, Julian J. McAuley
2024	B	`conf`	A Reference-Based 3D Semantic-Aware Framework for Accurate Local Facial Attribute Editing. IJCB Yu-Kai Huang, Yutong Zheng, Yen-Shuo Su, Anudeepsekhar Bolimera, Han Zhang, Fangyi Chen, Marios Savvides
2024	J	`jnl`	A Reference-Based 3D Semantic-Aware Framework for Accurate Local Facial Attribute Editing. CoRR Yu-Kai Huang, Yutong Zheng, Yen-Shuo Su, Anudeepsekhar Bolimera, Han Zhang, Fangyi Chen, Marios Savvides
2024	—	`conf`	Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets. CVPR Workshops Hao Chen, Ran Tao, Han Zhang, Yidong Wang, Xiang Li, Wei Ye, Jindong Wang, Guosheng Hu, Marios Savvides
2024	J	`jnl`	Efficient Autoregressive Audio Modeling via Next-Scale Prediction. CoRR Kai Qiu, Xiang Li, Hao Chen, Jie Sun, Jinglu Wang, Zhe Lin, Marios Savvides, Bhiksha Raj
2024	J	`jnl`	Hierarchical Knowledge Graph Construction from Images for Scalable E-Commerce. CoRR Zhantao Yang, Han Zhang, Fangyi Chen, Anudeepsekhar Bolimera, Marios Savvides
2024	—	`conf`	PDU: A Pill Dispenser Unit for an IoT System for Monitoring and Controlling the Pharmaceutical Treatment for Patients With Psychological Mental Conditions. IC3INA Marios Savvides, Costas Kyriacou, Victoras Kassianides, Christos Markides, Konstantinos Tatas
2024	J	`jnl`	RTGen: Generating Region-Text Pairs for Open-Vocabulary Object Detection. CoRR Fangyi Chen, Han Zhang, Zhantao Yang, Hao Chen, Kai Hu, Marios Savvides
2024	A	`conf`	Workshop on Generative AI for E-commerce. CIKM Mansi Ranjit Mane, Djordje Gligorijevic, Dingxian Wang, Behzad Shahrasbi, Topojoy Biswas, Evren Körpeoglu, Marios Savvides
2023	J	`jnl`	A face-off of MRI research sequences by their need for de-facing. NeuroImage Christopher G. Schwarz, Walter K. Kremers, Arvin Arani, Marios Savvides, Robert I. Reid, Jeffrey L. Gunter, Matthew L. Senjem, Petrice M. Cogswell, Prashanthi Vemuri, Kejal Kantarci, David S. Knopman, Ronald C. Petersen, Clifford R. Jack
2023	A*	`conf`	Boosting Transductive Few-Shot Fine-tuning with Margin-based Uncertainty Weighting and Probability Regularization. CVPR Ran Tao, Hao Chen, Marios Savvides
2023	Misc	`conf`	Cov Loss: Covariance-Based Loss for Deep Face Recognition. ICASSP Ibrahim Alkanhal, Abdullah Almansour, Lamia Alsalloom, Raied Aljadaany, Marios Savvides
2023	A*	`conf`	Enhanced Training of Query-Based Object Detection via Selective Query Recollection. CVPR Fangyi Chen, Han Zhang, Kai Hu, Yu-Kai Huang, Chenchen Zhu, Marios Savvides
2023	J	`jnl`	Fairness in Visual Clustering: A Novel Transformer Clustering Approach. CoRR Xuan-Bac Nguyen, Chi Nhan Duong, Marios Savvides, Kaushik Roy, Khoa Luu
2023	A*	`conf`	FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning. ICLR Yidong Wang, Hao Chen, Qiang Heng, Wenxin Hou, Yue Fan, Zhen Wu, Jindong Wang, Marios Savvides, Takahiro Shinozaki, Bhiksha Raj, Bernt Schiele, Xing Xie
2023	J	`jnl`	SoftMatch: Addressing the Quantity-Quality Trade-off in Semi-supervised Learning. CoRR Hao Chen, Ran Tao, Yue Fan, Yidong Wang, Jindong Wang, Bernt Schiele, Xing Xie, Bhiksha Raj, Marios Savvides
2023	A*	`conf`	SoftMatch: Addressing the Quantity-Quality Tradeoff in Semi-supervised Learning. ICLR Hao Chen, Ran Tao, Yue Fan, Yidong Wang, Jindong Wang, Bernt Schiele, Xing Xie, Bhiksha Raj, Marios Savvides
2022	J	`jnl`	Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets. CoRR Hao Chen, Ran Tao, Han Zhang, Yidong Wang, Wei Ye, Jindong Wang, Guosheng Hu, Marios Savvides
2022	J	`jnl`	Deep reinforcement learning in computer vision: a comprehensive survey. Artif. Intell. Rev. Ngan Le, Vidhiwar Singh Rathour, Kashu Yamazaki, Khoa Luu, Marios Savvides
2022	J	`jnl`	Enhanced Training of Query-Based Object Detection via Selective Query Recollection. CoRR Fangyi Chen, Han Zhang, Kai Hu, Yu-Kai Huang, Chenchen Zhu, Marios Savvides
2022	J	`jnl`	Face recognition from research brain PET: An unexpected PET problem. NeuroImage Christopher G. Schwarz, Walter K. Kremers, Val J. Lowe, Marios Savvides, Jeffrey L. Gunter, Matthew L. Senjem, Prashanthi Vemuri, Kejal Kantarci, David S. Knopman, Ronald C. Petersen, Clifford R. Jack Jr.
2022	J	`jnl`	FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning. CoRR Yidong Wang, Hao Chen, Qiang Heng, Wenxin Hou, Yue Fan, Zhen Wu, Marios Savvides, Takahiro Shinozaki, Bhiksha Raj, Bernt Schiele
2022	A*	`conf`	Powering Finetuning in Few-Shot Learning: Domain-Agnostic Bias Reduction with Selected Sampling. AAAI Ran Tao, Han Zhang, Yutong Zheng, Marios Savvides
2022	J	`jnl`	Powering Finetuning in Few-shot Learning: Domain-Agnostic Feature Adaptation with Rectified Class Prototypes. CoRR Ran Tao, Han Zhang, Yutong Zheng, Marios Savvides
2022	A*	`conf`	USB: A Unified Semi-supervised Learning Benchmark for Classification. NeurIPS Yidong Wang, Hao Chen, Yue Fan, Wang Sun, Ran Tao, Wenxin Hou, Renjie Wang, Linyi Yang, Zhi Zhou, Lan-Zhe Guo, Heli Qi, Zhen Wu, Yufeng Li, Satoshi Nakamura, Wei Ye, Marios Savvides, Bhiksha Raj, Takahiro Shinozaki, Bernt Schiele, Jindong Wang, Xing Xie, Yue Zhang
2022	J	`jnl`	USB: A Unified Semi-supervised Learning Benchmark. CoRR Yidong Wang, Hao Chen, Yue Fan, Wang Sun, Ran Tao, Wenxin Hou, Renjie Wang, Linyi Yang, Zhi Zhou, Lan-Zhe Guo, Heli Qi, Zhen Wu, Yufeng Li, Satoshi Nakamura, Wei Ye, Marios Savvides, Bhiksha Raj, Takahiro Shinozaki, Bernt Schiele, Jindong Wang, Xing Xie, Yue Zhang
2022	A*	`conf`	Un-mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning. AAAI Zhiqiang Shen, Zechun Liu, Zhuang Liu, Marios Savvides, Trevor Darrell, Eric Poe Xing
2022	—	`conf`	Unitail: Detecting, Reading, and Matching in Retail Scene. ECCV (7) Fangyi Chen, Han Zhang, Zaiwang Li, Jiachen Dou, Shentong Mo, Hao Chen, Yongxin Zhang, Uzair Ahmed, Chenchen Zhu, Marios Savvides
2022	J	`jnl`	Unitail: Detecting, Reading, and Matching in Retail Scene. CoRR Fangyi Chen, Han Zhang, Zaiwang Li, Jiachen Dou, Shentong Mo, Hao Chen, Yongxin Zhang, Uzair Ahmed, Chenchen Zhu, Marios Savvides
2022	J	`jnl`	Vec2Face-v2: Unveil Human Faces from their Blackbox Features via Attention-based Network in Face Recognition. CoRR Thanh-Dat Truong, Chi Nhan Duong, Ngan Le, Marios Savvides, Khoa Luu
2021	J	`jnl`	CDTD: A Large-Scale Cross-Domain Benchmark for Instance-Level Image-to-Image Translation and Domain Adaptive Object Detection. Int. J. Comput. Vis. Zhiqiang Shen, Mingyang Huang, Jianping Shi, Zechun Liu, Harsh Maheshwari, Yutong Zheng, Xiangyang Xue, Marios Savvides, Thomas S. Huang
2021	A*	`conf`	Contrast and Order Representations for Video Self-supervised Learning. ICCV Kai Hu, Jie Shao, Yuan Liu, Bhiksha Raj, Marios Savvides, Zhiqiang Shen
2021	J	`jnl`	Deep Reinforcement Learning in Computer Vision: A Comprehensive Survey. CoRR Ngan Le, Vidhiwar Singh Rathour, Kashu Yamazaki, Khoa Luu, Marios Savvides
2021	A*	`conf`	Is Label Smoothing Truly Incompatible with Knowledge Distillation: An Empirical Study. ICLR Zhiqiang Shen, Zechun Liu, Dejia Xu, Zitian Chen, Kwang-Ting Cheng, Marios Savvides
2021	J	`jnl`	Is Label Smoothing Truly Incompatible with Knowledge Distillation: An Empirical Study. CoRR Zhiqiang Shen, Zechun Liu, Dejia Xu, Zitian Chen, Kwang-Ting Cheng, Marios Savvides
2021	A*	`conf`	Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning. AAAI Zhiqiang Shen, Zechun Liu, Jie Qin, Marios Savvides, Kwang-Ting Cheng
2021	J	`jnl`	Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning. CoRR Zhiqiang Shen, Zechun Liu, Jie Qin, Marios Savvides, Kwang-Ting Cheng
2021	A*	`conf`	S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-Bit Neural Networks via Guided Distribution Calibration. CVPR Zhiqiang Shen, Zechun Liu, Jie Qin, Lei Huang, Kwang-Ting Cheng, Marios Savvides
2021	J	`jnl`	S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration. CoRR Zhiqiang Shen, Zechun Liu, Jie Qin, Lei Huang, Kwang-Ting Cheng, Marios Savvides
2021	A*	`conf`	Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection. CVPR Chenchen Zhu, Fangyi Chen, Uzair Ahmed, Zhiqiang Shen, Marios Savvides
2021	J	`jnl`	Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection. CoRR Chenchen Zhu, Fangyi Chen, Uzair Ahmed, Zhiqiang Shen, Marios Savvides
2021	A*	`conf`	Unsupervised Disentanglement of Linear-Encoded Facial Semantics. CVPR Yutong Zheng, Yu-Kai Huang, Ran Tao, Zhiqiang Shen, Marios Savvides
2021	J	`jnl`	Unsupervised Disentanglement of Linear-Encoded Facial Semantics. CoRR Yutong Zheng, Yu-Kai Huang, Ran Tao, Zhiqiang Shen, Marios Savvides
2020	B	`conf`	A Multi-task Contextual Atrous Residual Network for Brain Tumor Detection & Segmentation. ICPR Ngan Le, Kashu Yamazaki, Kha Gia Quach, Dat T. Truong, Marios Savvides
2020	J	`jnl`	A Multi-task Contextual Atrous Residual Network for Brain Tumor Detection & Segmentation. CoRR Ngan Le, Kashu Yamazaki, Dat T. Truong, Kha Gia Quach, Marios Savvides
2020	J	`jnl`	Attentive CutMix: An Enhanced Data Augmentation Approach for Deep Learning Based Image Classification. CoRR Devesh Walawalkar, Zhiqiang Shen, Zechun Liu, Marios Savvides
2020	Misc	`conf`	Attentive Cutmix: An Enhanced Data Augmentation Approach for Deep Learning Based Image Classification. ICASSP Devesh Walawalkar, Zhiqiang Shen, Zechun Liu, Marios Savvides
2020	A*	`conf`	Binarizing MobileNet via Evolution-Based Searching. CVPR Hai Phan, Zechun Liu, Dang Huynh, Marios Savvides, Kwang-Ting Cheng, Zhiqiang Shen
2020	J	`jnl`	Binarizing MobileNet via Evolution-based Searching. CoRR Hai Phan, Zechun Liu, Dang Huynh, Marios Savvides, Kwang-Ting Cheng, Zhiqiang Shen
2020	A	`conf`	Learning Non-Parametric Invariances from Data with Permanent Random Connectomes. BMVC Dipan K. Pal, Akshay Chawla, Marios Savvides
2020	J	`jnl`	MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. CoRR Zhiqiang Shen, Marios Savvides
2020	A	`conf`	MoBiNet: A Mobile Binary Network for Image Classification. WACV Hai Phan, Dang Huynh, Yihui He, Marios Savvides, Zhiqiang Shen
2020	J	`jnl`	NCMS: Towards accurate anchor free object detection through ℓ2 norm calibration and multi-feature selection. Comput. Vis. Image Underst. Fangyi Chen, Chenchen Zhu, Zhiqiang Shen, Han Zhang, Marios Savvides
2020	B	`conf`	Offset Curves Loss for Imbalanced Problem in Medical Segmentation. ICPR Ngan Le, T. Hoang Ngan Le, Kashu Yamazaki, Toan Duc Bui, Khoa Luu, Marios Savvides
2020	J	`jnl`	Offset Curves Loss for Imbalanced Problem in Medical Segmentation. CoRR Ngan Le, T. Hoang Ngan Le, Kashu Yamazaki, Toan Duc Bui, Khoa Luu, Marios Savvides
2020	—	`conf`	Online Ensemble Model Compression Using Knowledge Distillation. ECCV (19) Devesh Walawalkar, Zhiqiang Shen, Marios Savvides
2020	J	`jnl`	Online Ensemble Model Compression using Knowledge Distillation. CoRR Devesh Walawalkar, Zhiqiang Shen, Marios Savvides
2020	—	`conf`	ReActNet: Towards Precise Binary Neural Network with Generalized Activation Functions. ECCV (14) Zechun Liu, Zhiqiang Shen, Marios Savvides, Kwang-Ting Cheng
2020	J	`jnl`	ReActNet: Towards Precise Binary Neural Network with Generalized Activation Functions. CoRR Zechun Liu, Zhiqiang Shen, Marios Savvides, Kwang-Ting Cheng
2020	J	`jnl`	Rethinking Image Mixture for Unsupervised Visual Representation Learning. CoRR Zhiqiang Shen, Zechun Liu, Zhuang Liu, Marios Savvides, Trevor Darrell
2020	—	`conf`	Soft Anchor-Point Object Detection. ECCV (9) Chenchen Zhu, Fangyi Chen, Zhiqiang Shen, Marios Savvides
2020	Misc	`conf`	Solving Missing-Annotation Object Detection with Background Recalibration Loss. ICASSP Han Zhang, Fangyi Chen, Zhiqiang Shen, Qiqi Hao, Chenchen Zhu, Marios Savvides
2020	J	`jnl`	Solving Missing-Annotation Object Detection with Background Recalibration Loss. CoRR Han Zhang, Fangyi Chen, Zhiqiang Shen, Qiqi Hao, Chenchen Zhu, Marios Savvides
2020	A	`conf`	Towards a Hypothesis on Visual Transformation based Self-Supervision. BMVC Dipan K. Pal, Sreena Nallamothu, Marios Savvides
2019	—	`conf`	A Novel Collaborative Control Strategy for Enhanced Training of Vehicle Recognition. VTC Fall Fangyi Chen, Chenchen Zhu, Marios Savvides
2019	J	`jnl`	Adversarial-Based Knowledge Distillation for Multi-Model Ensemble and Noisy Data Refinement. CoRR Zhiqiang Shen, Zhankui He, Wanyun Cui, Jiahui Yu, Yutong Zheng, Chenchen Zhu, Marios Savvides
2019	A*	`conf`	Bounding Box Regression With Uncertainty for Accurate Object Detection. CVPR Yihui He, Chenchen Zhu, Jianren Wang, Marios Savvides, Xiangyu Zhang
2019	A*	`conf`	Douglas-Rachford Networks: Learning Both the Image Prior and Data Fidelity Terms for Blind Image Deconvolution. CVPR Raied Aljadaany, Dipan K. Pal, Marios Savvides
2019	A*	`conf`	Feature Selective Anchor-Free Module for Single-Shot Object Detection. CVPR Chenchen Zhu, Yihui He, Marios Savvides
2019	J	`jnl`	Feature Selective Anchor-Free Module for Single-Shot Object Detection. CoRR Chenchen Zhu, Yihui He, Marios Savvides
2019	A	`conf`	Improving Object Detection from Scratch via Gated Feature Reuse. BMVC Zhiqiang Shen, Honghui Shi, Jiahui Yu, Hai Phan, Rogério Feris, Liangliang Cao, Ding Liu, Xinchao Wang, Thomas S. Huang, Marios Savvides
2019	A	`conf`	Is Pose Really Solved? A Frontalization Study On Off-Angle Face Matching. WACV Dipan K. Pal, Chandrasekhar Bhagavatula, Yutong Zheng, Ran Tao, Marios Savvides
2019	J	`jnl`	Learning Non-Parametric Invariances from Data with Permanent Random Connectomes. CoRR Dipan K. Pal, Marios Savvides
2019	J	`jnl`	Learning from Longitudinal Face Demonstration - Where Tractable Deep Modeling Meets Inverse Reinforcement Learning. Int. J. Comput. Vis. Chi Nhan Duong, Kha Gia Quach, Khoa Luu, T. Hoang Ngan Le, Marios Savvides, Tien D. Bui
2019	J	`jnl`	MoBiNet: A Mobile Binary Network for Image Classification. CoRR Hai Phan, Dang Huynh, Yihui He, Marios Savvides, Zhiqiang Shen
2019	A*	`conf`	Non-Parametric Transformation Networks for Learning General Invariances from Data. AAAI Dipan K. Pal, Marios Savvides
2019	—	`conf`	Proximal Splitting Networks for Image Restoration. ICIAR (1) Raied Aljadaany, Dipan K. Pal, Marios Savvides
2019	J	`jnl`	Proximal Splitting Networks for Image Restoration. CoRR Raied Aljadaany, Dipan K. Pal, Marios Savvides
2019	J	`jnl`	SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses. CoRR Zhiqiang Shen, Harsh Maheshwari, Weichen Yao, Marios Savvides
2019	J	`jnl`	SSR2: Sparse signal recovery for single-image super-resolution on faces with extreme low resolutions. Pattern Recognit. Ramzi Abiantun, Felix Juefei-Xu, Utsav Prabhu, Marios Savvides
2019	J	`jnl`	Soft Anchor-Point Object Detection. CoRR Chenchen Zhu, Fangyi Chen, Zhiqiang Shen, Marios Savvides
2019	J	`jnl`	Towards a Hypothesis on Visual Transformation based Self-Supervision. CoRR Dipan K. Pal, Sreena Nallamothu, Marios Savvides
2018	C	`conf`	Automatic Seizure Detection via an Optimized Image-Based Deep Feature Learning. ICMLA Ibrahim Alkanhal, B. V. K. Vijaya Kumar, Marios Savvides
2018	—	`conf`	Deep Recurrent Level Set for Segmenting Brain Tumors. MICCAI (3) T. Hoang Ngan Le, Raajitha Gummadi, Marios Savvides
2018	J	`jnl`	Deep Recurrent Level Set for Segmenting Brain Tumors. CoRR T. Hoang Ngan Le, Raajitha Gummadi, Marios Savvides
2018	J	`jnl`	Deep contextual recurrent residual networks for scene labeling. Pattern Recognit. T. Hoang Ngan Le, Chi Nhan Duong, Ligong Han, Khoa Luu, Kha Gia Quach, Marios Savvides
2018	B	`conf`	Enhancing Interior and Exterior Deep Facial Features for Face Detection in the Wild. FG Chenchen Zhu, Yutong Zheng, Khoa Luu, Marios Savvides
2018	J	`jnl`	Non-Parametric Transformation Networks. CoRR Dipan K. Pal, Marios Savvides
2018	A*	`conf`	Perturbative Neural Networks. CVPR Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides
2018	J	`jnl`	Perturbative Neural Networks. CoRR Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides
2018	—	`conf`	RankGAN: A Maximum Margin Ranking GAN for Generating Faces. ACCV (3) Felix Juefei-Xu, Rahul Dey, Vishnu Naresh Boddeti, Marios Savvides
2018	J	`jnl`	RankGAN: A Maximum Margin Ranking GAN for Generating Faces. CoRR Rahul Dey, Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides
2018	J	`jnl`	Reformulating Level Sets as Deep Recurrent Neural Network Approach to Semantic Segmentation. IEEE Trans. Image Process. T. Hoang Ngan Le, Kha Gia Quach, Khoa Luu, Chi Nhan Duong, Marios Savvides
2018	A*	`conf`	Ring Loss: Convex Feature Normalization for Face Recognition. CVPR Yutong Zheng, Dipan K. Pal, Marios Savvides
2018	J	`jnl`	Ring loss: Convex Feature Normalization for Face Recognition. CoRR Yutong Zheng, Dipan K. Pal, Marios Savvides
2018	A*	`conf`	Seeing Small Faces From Robust Anchor's Perspective. CVPR Chenchen Zhu, Ran Tao, Khoa Luu, Marios Savvides
2018	J	`jnl`	Seeing Small Faces from Robust Anchor's Perspective. CoRR Chenchen Zhu, Ran Tao, Khoa Luu, Marios Savvides
2018	J	`jnl`	Softer-NMS: Rethinking Bounding Box Regression for Accurate Object Detection. CoRR Yihui He, Xiangyu Zhang, Marios Savvides, Kris Kitani
2017	—	`conf`	An automatic cells detection and segmentation. Biomedical Applications in Molecular, Structural, and Functional Imaging Ligong Han, T. Hoang Ngan Le, Marios Savvides
2017	J	`jnl`	Class Correlation affects Single Object Localization using Pre-trained ConvNets. CoRR Pokkalla Harsha Vardhan, Kunal Sekhri, Dipan K. Pal, Marios Savvides
2017	J	`jnl`	Compressed Submanifold Multifactor Analysis. IEEE Trans. Pattern Anal. Mach. Intell. Khoa Luu, Marios Savvides, Tien D. Bui, Ching Y. Suen
2017	J	`jnl`	Deep Contextual Recurrent Residual Networks for Scene Labeling. CoRR T. Hoang Ngan Le, Chi Nhan Duong, Ligong Han, Khoa Luu, Marios Savvides, Dipan K. Pal
2017	J	`jnl`	DeepSafeDrive: A grammar-aware driver parsing approach to Driver Behavioral Situational Awareness (DB-SAW). Pattern Recognit. T. Hoang Ngan Le, Chenchen Zhu, Yutong Zheng, Khoa Luu, Marios Savvides
2017	J	`jnl`	Emergence of Selective Invariance in Hierarchical Feed Forward Networks. CoRR Dipan K. Pal, Vishnu Naresh Boddeti, Marios Savvides
2017	J	`jnl`	Faster Than Real-time Facial Alignment: A 3D Spatial Transformer Network Approach in Unconstrained Poses. CoRR Chandrasekhar Bhagavatula, Chenchen Zhu, Khoa Luu, Marios Savvides
2017	A*	`conf`	Faster than Real-Time Facial Alignment: A 3D Spatial Transformer Network Approach in Unconstrained Poses. ICCV Chandrasekhar Bhagavatula, Chenchen Zhu, Khoa Luu, Marios Savvides
2017	J	`jnl`	Gang of GANs: Generative Adversarial Networks with Maximum Margin Ranking. CoRR Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides
2017	J	`jnl`	How ConvNets model Non-linear Transformations. CoRR Dipan K. Pal, Marios Savvides
2017	J	`jnl`	Learning from Longitudinal Face Demonstration - Where Tractable Deep Modeling Meets Inverse Reinforcement Learning. CoRR Chi Nhan Duong, Kha Gia Quach, Khoa Luu, T. Hoang Ngan Le, Marios Savvides
2017	A*	`conf`	Local Binary Convolutional Neural Networks. CVPR Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides
2017	J	`jnl`	Max-Margin Invariant Features from Transformed Unlabeled Data. CoRR Dipan K. Pal, Ashwin A. Kannan, Gautam Arakalgud, Marios Savvides
2017	—	`conf`	Max-Margin Invariant Features from Transformed Unlabelled Data. NIPS Dipan K. Pal, Ashwin A. Kannan, Gautam Arakalgud, Marios Savvides
2017	J	`jnl`	Reformulating Level Sets as Deep Recurrent Neural Network Approach to Semantic Segmentation. CoRR T. Hoang Ngan Le, Kha Gia Quach, Khoa Luu, Marios Savvides, Chenchen Zhu
2017	—	`conf`	Robust Hand Detection and Classification in Vehicles and in the Wild. CVPR Workshops T. Hoang Ngan Le, Kha Gia Quach, Chenchen Zhu, Chi Nhan Duong, Khoa Luu, Marios Savvides
2017	J	`jnl`	Semi self-training beard/moustache detection and segmentation simultaneously. Image Vis. Comput. T. Hoang Ngan Le, Khoa Luu, Chenchen Zhu, Marios Savvides
2017	J	`jnl`	Temporal Non-Volume Preserving Approach to Facial Age-Progression and Age-Invariant Face Recognition. CoRR Chi Nhan Duong, Kha Gia Quach, Khoa Luu, T. Hoang Ngan Le, Marios Savvides
2017	A*	`conf`	Temporal Non-volume Preserving Approach to Facial Age-Progression and Age-Invariant Face Recognition. ICCV Chi Nhan Duong, Kha Gia Quach, Khoa Luu, T. Hoang Ngan Le, Marios Savvides
2016	J	`jnl`	A novel Shape Constrained Feature-based Active Contour model for lips/mouth segmentation in the wild. Pattern Recognit. T. Hoang Ngan Le, Marios Savvides
2016	J	`jnl`	CMS-RCNN: Contextual Multi-Scale Region-based CNN for Unconstrained Face Detection. CoRR Chenchen Zhu, Yutong Zheng, Khoa Luu, Marios Savvides
2016	—	`conf`	DeepGender: Occlusion and Low Resolution Robust Facial Gender Classification via Progressively Trained Convolutional Neural Networks with Attention. CVPR Workshops Felix Juefei-Xu, Eshan Verma, Parag Goel, Anisha Cherodian, Marios Savvides
2016	A*	`conf`	Discriminative Invariant Kernel Features: A Bells-and-Whistles-Free Approach to Unsupervised Face Recognition and Pose Estimation. CVPR Dipan K. Pal, Felix Juefei-Xu, Marios Savvides
2016	—	`conf`	Fastfood dictionary learning for periocular-based full face hallucination. BTAS Felix Juefei-Xu, Marios Savvides
2016	A	`conf`	Learning to Invert Local Binary Patterns. BMVC Felix Juefei-Xu, Marios Savvides
2016	J	`jnl`	Local Binary Convolutional Neural Networks. CoRR Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides
2016	J	`jnl`	Multi-class Fukunaga Koontz discriminant analysis for enhanced face recognition. Pattern Recognit. Felix Juefei-Xu, Marios Savvides
2016	—	`conf`	Multiple Scale Faster-RCNN Approach to Driver's Cell-Phone Usage and Hands on Steering Wheel Detection. CVPR Workshops T. Hoang Ngan Le, Yutong Zheng, Chenchen Zhu, Khoa Luu, Marios Savvides
2016	B	`conf`	Pose estimation using Spectral and Singular Value recomposition. ICPR Chandrasekhar Bhagavatula, Raied Aljadaany, Marios Savvides
2016	B	`conf`	Robust hand detection in Vehicles. ICPR T. Hoang Ngan Le, Chenchen Zhu, Yutong Zheng, Khoa Luu, Marios Savvides
2016	B	`conf`	Simultaneous forgery identification and localization in paintings using advanced correlation filters. ICIP Paul Buchana, Irina Cazan, Manuel Diaz-Granados, Felix Juefei-Xu, Marios Savvides
2016	J	`jnl`	Towards a Deep Learning Framework for Unconstrained Face Detection. CoRR Yutong Zheng, Chenchen Zhu, Khoa Luu, Chandrasekhar Bhagavatula, T. Hoang Ngan Le, Marios Savvides
2016	J	`jnl`	Towards a Unified Framework for Pose, Expression, and Occlusion Tolerant Automatic Facial Alignment. IEEE Trans. Pattern Anal. Mach. Intell. Keshav Seshadri, Marios Savvides
2016	—	`conf`	Towards a deep learning framework for unconstrained face detection. BTAS Yutong Zheng, Chenchen Zhu, Khoa Luu, Chandrasekhar Bhagavatula, T. Hoang Ngan Le, Marios Savvides
2016	—	`conf`	Weakly Supervised Facial Analysis with Dense Hyper-Column Features. CVPR Workshops Chenchen Zhu, Yutong Zheng, Khoa Luu, T. Hoang Ngan Le, Chandrasekhar Bhagavatula, Marios Savvides
2015	—	`conf`	A preliminary investigation on the sensitivity of COTS face recognition systems to forensic analyst-style face processing for occlusions. CVPR Workshops Felix Juefei-Xu, Dipan K. Pal, Karanhaar Singh, Marios Savvides
2015	B	`conf`	A robust contour sampling and tensor-based approach to facial beard and mustache shape segmentation and matching. ICIP Karanhaar Singh, Khoa Luu, T. Hoang Ngan Le, Marios Savvides
2015	—	`ch.`	Automatic Classification of Left/Right Iris Image. Encyclopedia of Biometrics Yung-Hui Li, Marios Savvides
2015	—	`conf`	Driver cell phone usage detection on Strategic Highway Research Program (SHRP2) face view videos. CVPR Workshops Keshav Seshadri, Felix Juefei-Xu, Dipan K. Pal, Marios Savvides, Craig P. Thor
2015	—	`conf`	Electromyograph and keystroke dynamics for spoof-resistant biometric authentication. CVPR Workshops Shreyas Venugopalan, Felix Juefei-Xu, Benjamin Cowley, Marios Savvides
2015	B	`conf`	Encoding and decoding local binary patterns for harsh face illumination normalization. ICIP Felix Juefei-Xu, Marios Savvides
2015	J	`jnl`	Facial aging and asymmetry decomposition based approaches to identification of twins. Pattern Recognit. T. Hoang Ngan Le, Keshav Seshadri, Khoa Luu, Marios Savvides
2015	—	`conf`	Fast and robust self-training beard/moustache detection and segmentation. ICB T. Hoang Ngan Le, Khoa Luu, Marios Savvides
2015	B	`conf`	IRIS super-resolution via nonparametric over-complete dictionary learning. ICIP Raied Aljadaany, Khoa Luu, Shreyas Venugopalan, Marios Savvides
2015	B	`conf`	Investigating the feasibility of image-based nose biometrics. ICIP Niv Zehngut, Felix Juefei-Xu, Rishabh Bardia, Dipan K. Pal, Chandrasekhar Bhagavatula, Marios Savvides
2015	—	`ch.`	Iris Recognition Using Correlation Filters. Encyclopedia of Biometrics Yung-Hui Li, Marios Savvides, Jason Thornton, B. V. K. Vijaya Kumar
2015	—	`ch.`	Iris Recognition, Overview. Encyclopedia of Biometrics Yung-Hui Li, Marios Savvides
2015	—	`ch.`	Iris Segmentation Using Active Contours. Encyclopedia of Biometrics Sung Won Park, Marios Savvides
2015	—	`ch.`	Iris Super-Resolution. Encyclopedia of Biometrics Yung-Hui Li, Marios Savvides
2015	—	`ch.`	Iris Template Extraction Via Bit Inconsistency and GRIT. Encyclopedia of Biometrics Gerry Vernon Dozier, Marios Savvides, Kelvin S. Bryant, Taihei Munemoto, Karl Ricanek, Damon L. Woodard
2015	—	`conf`	NIR-VIS heterogeneous face recognition via cross-spectral joint dictionary learning and reconstruction. CVPR Workshops Felix Juefei-Xu, Dipan K. Pal, Marios Savvides
2015	B	`conf`	Pareto-optimal discriminant analysis. ICIP Felix Juefei-Xu, Marios Savvides
2015	—	`conf`	Pokerface: Partial order keeping and energy repressing method for extreme face illumination normalization. BTAS Felix Juefei-Xu, Marios Savvides
2015	B	`conf`	Single face image super-resolution via solo dictionary learning. ICIP Felix Juefei-Xu, Marios Savvides
2015	J	`jnl`	Spartans: Single-Sample Periocular-Based Alignment-Robust Recognition Technique Applied to Non-Frontal Scenarios. IEEE Trans. Image Process. Felix Juefei-Xu, Khoa Luu, Marios Savvides
2015	J	`jnl`	Unitary-Group Invariant Kernels and Features from Transformed Unlabeled Data. CoRR Dipan K. Pal, Marios Savvides
2014	B	`conf`	A novel eyebrow segmentation and eyebrow shape-based identification. IJCB T. Hoang Ngan Le, Utsav Prabhu, Marios Savvides
2014	J	`jnl`	Analysis of Low-Dimensional Radio-Frequency Impedance-Based Cardio-Synchronous Waveforms for Biometric Authentication. IEEE Trans. Biomed. Eng. Shreyas Venugopalan, Marios Savvides, Marc O. Griofa, Ken Cohen
2014	—	`conf`	Distributed class dependent feature analysis - A big data approach. IEEE BigData Khoa Luu, Chenchen Zhu, Marios Savvides
2014	—	`conf`	Facial Ethnic Appearance Synthesis. ECCV Workshops (2) Felix Juefei-Xu, Marios Savvides
2014	—	`conf`	Hallucinating the Full Face from the Periocular Region via Dimensionally Weighted K-SVD. CVPR Workshops Felix Juefei-Xu, Dipan K. Pal, Marios Savvides
2014	J	`jnl`	Sparse Feature Extractionfor Pose-Tolerant Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Ramzi Abiantun, Utsav Prabhu, Marios Savvides
2014	J	`jnl`	Subspace-Based Discrete Transform Encoded Local Binary Patterns Representations for Robust Periocular Matching on NIST's Face Recognition Grand Challenge. IEEE Trans. Image Process. Felix Juefei-Xu, Marios Savvides
2014	—	`conf`	Weight-Optimal Local Binary Patterns. ECCV Workshops (2) Felix Juefei-Xu, Marios Savvides
2013	—	`conf`	An Augmented Linear Discriminant Analysis Approach for Identifying Identical Twins with the Aid of Facial Asymmetry Features. CVPR Workshops Felix Juefei-Xu, Marios Savvides
2013	J	`jnl`	An Automatic Iris Occlusion Estimation Method Based on High-Dimensional Density Estimation. IEEE Trans. Pattern Anal. Mach. Intell. Yung-Hui Li, Marios Savvides
2013	—	`conf`	An image statistics approach towards efficient and robust refinement for landmarks on facial boundary. BTAS Felix Juefei-Xu, Marios Savvides
2013	—	`ch.`	Application of Correlation Filters for Iris Recognition. Handbook of Iris Recognition B. V. K. Vijaya Kumar, Jason Thornton, Marios Savvides, Vishnu Naresh Boddeti, Jonathon M. Smereka
2013	—	`ch.`	Iris Spoofing: Reverse Engineering the Daugman Feature Encoding Scheme. Handbook of Iris Recognition Shreyas Venugopalan, Marios Savvides
2013	J	`jnl`	SparCLeS: Dynamic 퓁 IEEE Trans. Image Process. T. Hoang Ngan Le, Khoa Luu, Marios Savvides
2012	J	`jnl`	3-D Generic Elastic Models for Fast and Texture Preserving 2-D Novel Pose Synthesis. IEEE Trans. Inf. Forensics Secur. Jingu Heo, Marios Savvides
2012	—	`conf`	A facial aging approach to identification of identical twins. BTAS T. Hoang Ngan Le, Khoa Luu, Keshav Seshadri, Marios Savvides
2012	B	`conf`	A novel energy based filter for cross-blink eye detection. ICIP T. Hoang Ngan Le, Khoa Luu, Utsav Prabhu, Marios Savvides
2012	—	`conf`	A robust approach to facial ethnicity classification on large scale face databases. BTAS Yiting Xie, Khoa Luu, Marios Savvides
2012	J	`jnl`	An Analysis of the Sensitivity of Active Shape Models to Initialization When Applied to Automatic Facial Landmarking. IEEE Trans. Inf. Forensics Secur. Keshav Seshadri, Marios Savvides
2012	B	`conf`	Automatic segmentation of cardiosynchronous waveforms using cepstral analysis and continuous wavelet transforms. ICIP Chandrasekhar Bhagavatula, Aaron Jaech, Marios Savvides, Vijayakumar Bhagavatula, Robert Friedman, Rebecca Blue, Marc O. Griofa
2012	B	`conf`	Beard and mustache segmentation using sparse classifiers on self-quotient images. ICIP T. Hoang Ngan Le, Khoa Luu, Keshav Seshadri, Marios Savvides
2012	—	`conf`	Biometric identification of cardiosynchronous waveforms utilizing person specific continuous and discrete wavelet transform features. EMBC Chandrasekhar Bhagavatula, Shreyas Venugopalan, Rebecca Blue, Robert Friedman, Marc O. Griofa, Marios Savvides, B. V. K. Vijaya Kumar
2012	—	`conf`	Classification of cardiosynchronous waveforms by projection to a Legendre Polynomial sub-space. EMBC Aaron Jaech, Rebecca Blue, Robert Friedman, Marc O. Griofa, Marios Savvides, B. V. K. Vijaya Kumar
2012	B	`conf`	Compressed Submanifold Multifactor Analysis with adaptive factor structures. ICPR Khoa Luu, Marios Savvides, Tien D. Bui, Ching Y. Suen
2012	B	`conf`	Facecut - a robust approach for facial feature segmentation. ICIP Khoa Luu, T. Hoang Ngan Le, Keshav Seshadri, Marios Savvides
2012	—	`conf`	Gait-ID on the move: Pace independent human identification using cell phone accelerometer dynamics. BTAS Felix Juefei-Xu, Chandrasekhar Bhagavatula, Aaron Jaech, Unni Prasad, Marios Savvides
2012	J	`jnl`	Gender and Ethnicity Specific Generic Elastic Models from a Single 2D Image for Novel 2D Pose Face Synthesis and Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Jingu Heo, Marios Savvides
2012	—	`conf`	Hallucinating faces in the dark. BTAS Sasikanth Bendapudi, Khoa Luu, Marios Savvides
2012	B	`conf`	Second-degree correlation surface features from Optimal Trade-off Synthetic Discriminant Function filters for subject identification using radio frequency cardiosynchronous waveforms. ICIP Madhusudan Bhagavatula, Marios Savvides, Vijayakumar Bhagavatula, Robert Friedman, Rebecca Blue, Marc O. Griofa
2012	A	`conf`	Unconstrained periocular biometric acquisition and recognition using COTS PTZ camera for uncooperative and non-cooperative subjects. WACV Felix Juefei-Xu, Marios Savvides
2011	A	`conf`	An analysis of facial shape and texture for recognition: A large scale evaluation on FRGC ver2.0. WACV Ramzi Abiantun, Utsav Prabhu, Keshav Seshadri, Jingu Heo, Marios Savvides
2011	—	`conf`	CUDA accelerated illumination preprocessing on GPUs. DSP Nicholas A. Vandal, Marios Savvides
2011	—	`conf`	Can your eyebrows tell me who you are? ICSPCS Felix Juefei-Xu, Marios Savvides
2011	B	`conf`	Contourlet appearance model for facial age estimation. IJCB Khoa Luu, Keshav Seshadri, Marios Savvides, Tien D. Bui, Ching Y. Suen
2011	B	`conf`	Fusion of region-based representations for gender identification. IJCB Si Ying Diana Hu, Brendan Jou, Aaron Jaech, Marios Savvides
2011	B	`conf`	Generic 3D face pose estimation using facial shapes. IJCB Jingu Heo, Marios Savvides
2011	J	`jnl`	How to Generate Spoofed Irises From an Iris Code Template. IEEE Trans. Inf. Forensics Secur. Shreyas Venugopalan, Marios Savvides
2011	B	`conf`	Investigating age invariant face recognition based on periocular biometrics. IJCB Felix Juefei-Xu, Khoa Luu, Marios Savvides, Tien D. Bui, Ching Y. Suen
2011	B	`conf`	Long range iris acquisition system for stationary and mobile subjects. IJCB Shreyas Venugopalan, Unni Prasad, Khalid Harun, Kyle Neblett, Douglas Toomey, Joseph Heyman, Marios Savvides
2011	A*	`conf`	Multifactor analysis based on factor-dependent geometry. CVPR Sung Won Park, Marios Savvides
2011	—	`conf`	Preliminary feasibility analysis of remote subject identification during hemodynamic monitoring by Radio Frequency Impedance. EMBC Marc O. Griofa, Rebecca S. Blue, Robert Friedman, Philip Hamski, Madhusudan Bhagavatula, Aaron Jaech, Si Ying Diana Hu, Marios Savvides
2011	—	`conf`	Radio Frequency cardiopulmonary waveform for subject identification. ACSCC Marc O. Griofa, Rebecca Blue, Robert Friedman, Aaron Jaech, Madhusudan Bhagavatula, Siying D. Hu, Marios Savvides
2011	B	`conf`	Rapid 3D face modeling using a frontal face and a profile face for accurate 2D pose synthesis. FG Jingu Heo, Marios Savvides
2011	—	`conf`	Session WA5b: Biometrics. ACSCC Marios Savvides
2011	B	`conf`	The multifactor extension of Grassmann manifolds for face recognition. FG Sung Won Park, Marios Savvides
2011	J	`jnl`	Unconstrained Pose-Invariant Face Recognition Using 3D Generic Elastic Models. IEEE Trans. Pattern Anal. Mach. Intell. Utsav Prabhu, Jingu Heo, Marios Savvides
2010	J	`jnl`	A Multifactor Extension of Linear Discriminant Analysis for Face Recognition under Varying Pose and Illumination. EURASIP J. Adv. Signal Process. Sung Won Park, Marios Savvides
2010	—	`conf`	An exploration of gender identification using only the periocular region. BTAS Jameson Merkow, Brendan Jou, Marios Savvides
2010	A*	`conf`	An extension of multifactor analysis for face recognition based on submanifold learning. CVPR Sung Won Park, Marios Savvides
2010	—	`conf`	Automatic Facial Landmark Tracking in Video Sequences Using Kalman Filter Assisted Active Shape Models. ECCV Workshops (1) Utsav Prabhu, Keshav Seshadri, Marios Savvides
2010	—	`conf`	CUDA accelerated iris template matching on Graphics Processing Units (GPUs). BTAS Nicholas A. Vandal, Marios Savvides
2010	—	`conf`	Robust local binary pattern feature sets for periocular biometric identification. BTAS Juefei Xu, Miriam Cha, Joseph Heyman, Shreyas Venugopalan, Ramzi Abiantun, Marios Savvides
2010	J	`jnl`	Unconstrained Biometric Identification: Emerging Technologies. Computer Marios Savvides, Karl Ricanek Jr., Damon L. Woodard, Gerry V. Dozier
2010	J	`jnl`	Unconstrained Iris Acquisition and Recognition Using COTS PTZ Camera. EURASIP J. Adv. Signal Process. Shreyas Venugopalan, Marios Savvides
2009	Misc	`conf`	A pixel-wise, learning-based approach for occlusion estimation of iris images in polar domain. ICASSP Yung-Hui Li, Marios Savvides
2009	—	`ch.`	Automatic Classification of Left/Right Iris Image. Encyclopedia of Biometrics Yung-Hui Li, Marios Savvides
2009	—	`conf`	Automatic iris mask refinement for high performance iris recognition. CIB Yung-Hui Li, Marios Savvides
2009	—	`conf`	Biometric data hiding: A 3 factor authentication approach to verify identity with a single image using steganography, encryption and matching. CVPR Workshops Neha Agrawal, Marios Savvides
2009	—	`conf`	In between 3D Active Appearance Models and 3D Morphable Models. CVPR Workshops Jingu Heo, Marios Savvides
2009	—	`ch.`	Iris Recognition Using Correlation Filters. Encyclopedia of Biometrics Yung-Hui Li, Marios Savvides, Jason Thornton, B. V. K. Vijaya Kumar
2009	—	`ch.`	Iris Recognition, Overview. Encyclopedia of Biometrics Yung-Hui Li, Marios Savvides
2009	—	`ch.`	Iris Segmentation Using Active Contours. Encyclopedia of Biometrics Sung Won Park, Marios Savvides
2009	—	`ch.`	Iris Super-Resolution. Encyclopedia of Biometrics Yung-Hui Li, Marios Savvides
2009	—	`ch.`	Iris Template Extraction Via Bit Inconsistency and GRIT. Encyclopedia of Biometrics Gerry Vernon Dozier, Marios Savvides, Kelvin S. Bryant, Taihei Munemoto, Karl Ricanek, Damon L. Woodard
2009	—	`conf`	Minimizing the number of bits needed for iris recognition via Bit Inconsistency and GRIT. CIB Gerry V. Dozier, Kurt Frederiksen, Robert Meeks, Marios Savvides, Kelvin S. Bryant, Darlene Hopes, Taihei Munemoto
2008	—	`conf`	3D face econstruction from a single 2D face image. CVPR Workshops Sung Won Park, Jingu Heo, Marios Savvides
2008	—	`conf`	Boosted multi image features for improved face detection. AIPR Ramzi Abiantun, Marios Savvides
2008	C	`conf`	Communication-Aware Face Detection Using Noc Architecture. ICVS Hung-Chih Lai, Radu Marculescu, Marios Savvides, Tsuhan Chen
2008	Misc	`conf`	Evaluating Active Shape Models for Eye-Shape Classification. ICASSP Shuvra Bhat, Marios Savvides
2008	C	`conf`	Face Recognition Across Pose Using View Based Active Appearance Models (VBAAMs) on CMU Multi-PIE Dataset. ICVS Jingu Heo, Marios Savvides
2008	—	`conf`	Fractal encoding of low resolution iris imagery for improved matching. AIPR Theodore Trebaol, Marios Savvides
2008	—	`conf`	Investigating useful and distinguishing features around the eyelash region. AIPR Yung-Hui Li, Marios Savvides, Tsuhan Chen
2008	—	`conf`	Noise robust speaker identification using Bhattacharyya distance in adapted Gaussian models space. EUSIPCO Kshitiz Kumar, Qi Wu, Yiming Wang, Marios Savvides
2008	—	`conf`	Tear-duct detector for identifying left versus right iris images. AIPR Ramzi Abiantun, Marios Savvides
2007	J	`jnl`	A Bayesian Approach to Deformed Pattern Matching of Iris Images. IEEE Trans. Pattern Anal. Mach. Intell. Jason Thornton, Marios Savvides, B. V. K. Vijaya Kumar
2007	—	`conf`	Analyzing Facial Images using Empirical Mode Decomposition for Illumination Artifact Removal and Improved Face Recognition. ICASSP (1) Ramamurthy Bhagavatula, Marios Savvides
2007	—	`conf`	Breaking the Limitation of Manifold Analysis for Super-Resolution of Facial Images. ICASSP (1) Sung Won Park, Marios Savvides
2007	J	`jnl`	Correction to "Statistical Performance Evaluation of Biometric Authentication Systems Using Random Effects Models". IEEE Trans. Pattern Anal. Mach. Intell. Sinjini Mitra, Marios Savvides, Anthony Brockwell
2007	—	`conf`	Generalized Low Dimensional Feature Subspace for Robust Face Recognition on Unseen datasets using Kernel Correlation Feature Analysis. ICASSP (1) Ramzi Abiantun, Marios Savvides, B. V. K. Vijaya Kumar
2007	A*	`conf`	Graphical Model Approach to Iris Matching Under Deformation and Occlusion. CVPR Ryan A. Kerekes, Narayanaswamy Balakrishnan, Jason Thornton, Marios Savvides, B. V. K. Vijaya Kumar
2007	J	`jnl`	Individual Kernel Tensor-Subspaces for Robust Face Recognition: A Computationally Efficient Tensor Framework Without Requiring Mode Factorization. IEEE Trans. Syst. Man Cybern. Part B Sung Won Park, Marios Savvides
2007	A*	`conf`	Kernel Fukunaga-Koontz Transform Subspaces For Enhanced Face Recognition. CVPR Yung-Hui Li, Marios Savvides
2007	J	`jnl`	Palmprint Classification Using Multiple Advanced Correlation Filters and Palm-Specific Segmentation. IEEE Trans. Inf. Forensics Secur. Pablo H. Hennings-Yeomans, B. V. K. Vijaya Kumar, Marios Savvides
2007	—	`conf`	Palmprint Recognition with Multiple Correlation Filters Using Edge Detection for Class-Specific Segmentation. AutoID Pablo Hennings, Marios Savvides, B. V. K. Vijaya Kumar
2007	J	`jnl`	Statistical Performance Evaluation of Biometric Authentication Systems Using Random Effects Models. IEEE Trans. Pattern Anal. Mach. Intell. Sinjini Mitra, Marios Savvides, Anthony Brockwell
2006	—	`conf`	Class Dependent Kernel Discrete Cosine Transform Features for Enhanced Holistic Face Recognition in FRGC-II. ICASSP (2) Marios Savvides, Jingu Heo, Ramzi Abiantun, Chunyan Xie, B. V. K. Vijaya Kumar
2006	—	`conf`	Comparison of Feature Space Methods for Face Recognition. CVPR Workshops Chunyan Xie, Marios Savvides, B. V. K. Vijaya Kumar
2006	J	`jnl`	Correlation Pattern Recognition for Face Recognition. Proc. IEEE Bhagavatula V. K. Vijaya Kumar, Marios Savvides, Chunyan Xie
2006	—	`conf`	Estimating Mixing Factors Simultaneously in Multilinear Tensor Decomposition for Robust Face Recognition and Synthesis. CVPR Workshops Sung Won Park, Marios Savvides
2006	—	`conf`	Face Recognition from Sketches Using Advanced Correlation Filters Using Hybrid Eigenanalysis for Face Synthesis. ICEIS (5) Yung-Hui Li, Marios Savvides, Vijayakumar Bhagavatula
2006	—	`conf`	Face Recognition with Kernel Correlation Filters on a Large Scale Database. ICASSP (2) Jingu Heo, Marios Savvides, Ramzi Abiantun, Chunyan Xie, B. V. K. Vijaya Kumar
2006	J	`jnl`	Face identification using novel frequency-domain representation of facial asymmetry. IEEE Trans. Inf. Forensics Secur. Sinjini Mitra, Marios Savvides, B. V. K. Vijaya Kumar
2006	—	`conf`	Human Face Identification from Video Based on Frequency Domain Asymmetry Representation Using Hidden Markov Models. MRCS Sinjini Mitra, Marios Savvides, B. V. K. Vijaya Kumar
2006	—	`conf`	Illumination Tolerant Face Recognition Using a Novel Face From Sketch Synthesis Approach and Advanced Correlation Filters. ICASSP (2) Yung-Hui Li, Marios Savvides, Vijayakumar Bhagavatula
2006	—	`conf`	Improved Human Face Identification Using Frequency Domain Representation of Facial Asymmetry. ICASSP (2) Sinjini Mitra, Marios Savvides
2006	—	`conf`	Large Scale Face Recognition with Kernel Correlation Feature Analysis with Support Vector Machines. PRIS Jingu Heo, Marios Savvides, B. V. K. Vijaya Kumar
2006	—	`conf`	Partial & Holistic Face Recognition on FRGC-II data using Support Vector Machine. CVPR Workshops Marios Savvides, Ramzi Abiantun, Jingu Heo, S. Park, Chunyan Xie, B. V. K. Vijaya Kumar
2006	—	`conf`	Tensor Factorization by Simultaneous Estimation of Mixing Factors for Robust Face Recognition and Synthesis. MRCS Sung Won Park, Marios Savvides
2006	—	`conf`	The Role of Statistical Models in Biometric Authentication. ICB Sinjini Mitra, Marios Savvides, Anthony Brockwell
2006	—	`conf`	Using Feature Combination and Statistical Resampling for Accurate Face Recognition Based on Frequency Domain Representation of Facial Asymmetry. FGR Sinjini Mitra, Marios Savvides
2005	—	`conf`	A One Bit Facial Asymmetry Code (FAC) in Fourier Domain for Human Recognition. AVBPA Sinjini Mitra, Marios Savvides, B. V. K. Vijaya Kumar
2005	—	`conf`	Advanced Correlation Filters for Face Recognition Using Low-Resolution Visual and Thermal Imagery. ICIAR Jingu Heo, Marios Savvides, B. V. K. Vijaya Kumar
2005	—	`conf`	Analyzing asymmetry biometric in the frequency domain for face recognition. ICASSP (2) Sinjini Mitra, Marios Savvides
2005	—	`conf`	Automatic Eye-Level Height System for Face and Iris Recognition Systems. AutoID Ramzi Abiantun, Marios Savvides, Pradeep K. Khosla
2005	—	`conf`	Eigen and Fisher-Fourier Spectra for Shift Invariant Pose-Tolerant Face Recognition. ICAPR (2) Ramamurthy Bhagavatula, Marios Savvides
2005	—	`conf`	Facial Asymmetry in Frequency Domain: The "Phase" Connection. PReMI Sinjini Mitra, Marios Savvides, B. V. K. Vijaya Kumar
2005	—	`conf`	Facial Asymmetry: A New Robust Biometric in the Frequency Domain. ICIAR Sinjini Mitra, Marios Savvides, B. V. K. Vijaya Kumar
2005	—	`conf`	Gaussian Mixture Models Based on the Frequency Spectra for Human Identification and Illumination Classification. AutoID Sinjini Mitra, Marios Savvides
2005	—	`conf`	Hiding phase-quantized biometrics: a case of steganography for reduced-complexity correlation filter classifiers. Security, Steganography, and Watermarking of Multimedia Contents Pablo Hennings, Marios Savvides, B. V. K. Vijaya Kumar
2005	—	`conf`	Illumination Tolerant Face Recognition Using Phase-Only Support Vector Machines in the Frequency Domain. ICAPR (2) Jingu Heo, Marios Savvides, B. V. K. Vijaya Kumar
2005	—	`conf`	Kernel Correlation Filter Based Redundant Class-Dependence Feature Analysis (KCFA) on FRGC2.0 Data. AMFG Chunyan Xie, Marios Savvides, B. V. K. Vijaya Kumar
2005	—	`conf`	Modeling Phase Spectra Using Gaussian Mixture Models for Human Face Identification. ICAPR (2) Sinjini Mitra, Marios Savvides, Anthony Brockwell
2005	—	`conf`	PCA vs. Automatically Pruned Wavelet-Packet PCA for Illumination Tolerant Face Recognition. AutoID Ramamurthy Bhagavatula, Marios Savvides
2005	—	`conf`	Performance Evaluation of Face Recognition using Visual and Thermal Imagery with Advanced Correlation Filters. CVPR Workshops Jingu Heo, Marios Savvides, B. V. K. Vijaya Kumar
2005	—	`conf`	Quaternion Correlation Filters for Face Recognition in Wavelet Domain. ICASSP (2) Chunyan Xie, Marios Savvides, B. V. K. Vijaya Kumar
2005	—	`conf`	Real-Time Face Verification System on a Cell-Phone Using Advanced Correlation Filters. AutoID Chee Kiat Ng, Marios Savvides, Pradeep K. Khosla
2005	—	`conf`	Redundant Class-Dependence Feature Analysis Based on Correlation Filters Using FRGC2.0 Data. CVPR Workshops Chunyan Xie, Marios Savvides, B. V. K. Vijaya Kumar
2005	—	`conf`	Robust Face Recognition Using Advanced Correlation Filters with Bijective-Mapping Preprocessing. AVBPA Marios Savvides, Chunyan Xie, Nancy Chu, B. V. K. Vijaya Kumar, Christine Podilchuk, Ankur Patel, Ashwath Harthattu, Richard J. Mammone
2005	—	`conf`	Robust Iris Recognition Using Advanced Correlation Techniques. ICIAR Jason Thornton, Marios Savvides, B. V. K. Vijaya Kumar
2005	—	`conf`	Verification of Biometric Palmprint Patterns Using Optimal Trade-Off Filter Classifiers. ICIAR Pablo Hennings, Marios Savvides, B. V. K. Vijaya Kumar
2004	—	`conf`	"Corefaces" - Robust Shift Invariant PCA Based Correlation Filter for Illumination Tolerant Face Recognition. CVPR (2) Marios Savvides, B. V. K. Vijaya Kumar, Pradeep K. Khosla
2004	—	`conf`	"Eigenphases vs. Eigenfaces". ICPR (3) Marios Savvides, B. V. K. Vijaya Kumar, Pradeep K. Khosla
2004	—	`conf`	Cancelable Biometric Filters for Face Recognition. ICPR (3) Marios Savvides, B. V. K. Vijaya Kumar, Pradeep K. Khosla
2004	—	`conf`	Determination of Pose Angle of Face using Dynamic Space Warping (DSW). ITCC (1) B. Yegnanarayana, Anil Kumar Sao, B. V. K. Vijaya Kumar, Marios Savvides
2003	B	`conf`	Efficient Design of Advanced Correlation Filters for Robust Distortion-Tolerant Face Recognition. AVSS Marios Savvides, B. V. K. Vijaya Kumar
2003	—	`conf`	Illumination Normalization Using Logarithm Transforms for Face Authentication. AVBPA Marios Savvides, B. V. K. Vijaya Kumar
2003	A	`conf`	Incremental updating of advanced correlation filters for biometric authentication systems. ICME Marios Savvides, Krithika Venkataramani, B. V. K. Vijaya Kumar
2003	—	`conf`	Quad Phase Minimum Average Correlation Energy Filters for Reduced Memory Illumination Tolerant Face Authentication. AVBPA Marios Savvides, B. V. K. Vijaya Kumar
2002	—	`conf`	Spatial frequency domain image processing for biometric recognition. ICIP (1) B. V. K. Vijaya Kumar, Chunyan Xie, Marios Savvides, Krithika Venkataramani