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ORCIDMarios Savvides
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- affiliation: Carnegie Mellon University, CyLab Biometrics Center, Pittsburgh, PA, USA
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Journal Articles
- 2023
[j37]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:
A face-off of MRI research sequences by their need for de-facing. NeuroImage 276: 120199 (2023)- 2022
- [j36]Ngan Le, Vidhiwar Singh Rathour, Kashu Yamazaki, Khoa Luu, Marios Savvides:
Deep reinforcement learning in computer vision: a comprehensive survey. Artif. Intell. Rev. 55(4): 2733-2819 (2022) - [j35]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.:
Face recognition from research brain PET: An unexpected PET problem. NeuroImage 258: 119357 (2022) - 2021
- [j34]Zhiqiang Shen, Mingyang Huang, Jianping Shi, Zechun Liu, Harsh Maheshwari, Yutong Zheng, Xiangyang Xue, Marios Savvides, Thomas S. Huang:
CDTD: A Large-Scale Cross-Domain Benchmark for Instance-Level Image-to-Image Translation and Domain Adaptive Object Detection. Int. J. Comput. Vis. 129(3): 761-780 (2021) - 2020
- [j33]Fangyi Chen, Chenchen Zhu, Zhiqiang Shen, Han Zhang, Marios Savvides:
NCMS: Towards accurate anchor free object detection through ℓ2 norm calibration and multi-feature selection. Comput. Vis. Image Underst. 200: 103050 (2020) - 2019
- [j32]Chi Nhan Duong, Kha Gia Quach, Khoa Luu, T. Hoang Ngan Le, Marios Savvides, Tien D. Bui:
Learning from Longitudinal Face Demonstration - Where Tractable Deep Modeling Meets Inverse Reinforcement Learning. Int. J. Comput. Vis. 127(6-7): 957-971 (2019) - [j31]Ramzi Abiantun, Felix Juefei-Xu, Utsav Prabhu, Marios Savvides:
SSR2: Sparse signal recovery for single-image super-resolution on faces with extreme low resolutions. Pattern Recognit. 90: 308-324 (2019) - 2018
- [j30]T. Hoang Ngan Le, Chi Nhan Duong, Ligong Han, Khoa Luu, Kha Gia Quach, Marios Savvides:
Deep contextual recurrent residual networks for scene labeling. Pattern Recognit. 80: 32-41 (2018) - [j29]T. Hoang Ngan Le, Kha Gia Quach, Khoa Luu, Chi Nhan Duong, Marios Savvides:
Reformulating Level Sets as Deep Recurrent Neural Network Approach to Semantic Segmentation. IEEE Trans. Image Process. 27(5): 2393-2407 (2018) - 2017
- [j28]T. Hoang Ngan Le, Khoa Luu, Chenchen Zhu, Marios Savvides:
Semi self-training beard/moustache detection and segmentation simultaneously. Image Vis. Comput. 58: 214-223 (2017) - [j27]Khoa Luu, Marios Savvides, Tien D. Bui, Ching Y. Suen:
Compressed Submanifold Multifactor Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 39(3): 444-456 (2017) - [j26]T. Hoang Ngan Le, Chenchen Zhu, Yutong Zheng, Khoa Luu, Marios Savvides:
DeepSafeDrive: A grammar-aware driver parsing approach to Driver Behavioral Situational Awareness (DB-SAW). Pattern Recognit. 66: 229-238 (2017) - 2016
- [j25]Keshav Seshadri, Marios Savvides:
Towards a Unified Framework for Pose, Expression, and Occlusion Tolerant Automatic Facial Alignment. IEEE Trans. Pattern Anal. Mach. Intell. 38(10): 2110-2122 (2016) - [j24]Felix Juefei-Xu, Marios Savvides:
Multi-class Fukunaga Koontz discriminant analysis for enhanced face recognition. Pattern Recognit. 52: 186-205 (2016) - [j23]T. Hoang Ngan Le, Marios Savvides:
A novel Shape Constrained Feature-based Active Contour model for lips/mouth segmentation in the wild. Pattern Recognit. 54: 23-33 (2016) - 2015
- [j22]T. Hoang Ngan Le, Keshav Seshadri, Khoa Luu, Marios Savvides:
Facial aging and asymmetry decomposition based approaches to identification of twins. Pattern Recognit. 48(12): 3843-3856 (2015) - [j21]Felix Juefei-Xu, Khoa Luu, Marios Savvides:
Spartans: Single-Sample Periocular-Based Alignment-Robust Recognition Technique Applied to Non-Frontal Scenarios. IEEE Trans. Image Process. 24(12): 4780-4795 (2015) - 2014
- [j20]Ramzi Abiantun, Utsav Prabhu, Marios Savvides:
Sparse Feature Extractionfor Pose-Tolerant Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 36(10): 2061-2073 (2014) - [j19]Shreyas Venugopalan, Marios Savvides, Marc O. Griofa, Ken Cohen:
Analysis of Low-Dimensional Radio-Frequency Impedance-Based Cardio-Synchronous Waveforms for Biometric Authentication. IEEE Trans. Biomed. Eng. 61(8): 2324-2335 (2014) - [j18]Felix Juefei-Xu, Marios Savvides:
Subspace-Based Discrete Transform Encoded Local Binary Patterns Representations for Robust Periocular Matching on NIST's Face Recognition Grand Challenge. IEEE Trans. Image Process. 23(8): 3490-3505 (2014) - 2013
- [j17]Yung-hui Li, Marios Savvides:
An Automatic Iris Occlusion Estimation Method Based on High-Dimensional Density Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 35(4): 784-796 (2013) - [j16]T. Hoang Ngan Le, Khoa Luu, Marios Savvides:
SparCLeS: Dynamic 퓁 1 Sparse Classifiers With Level Sets for Robust Beard/Moustache Detection and Segmentation. IEEE Trans. Image Process. 22(8): 3097-3107 (2013) - 2012
- [j15]Jingu Heo, Marios Savvides:
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. 34(12): 2341-2350 (2012) - [j14]Jingu Heo, Marios Savvides:
3-D Generic Elastic Models for Fast and Texture Preserving 2-D Novel Pose Synthesis. IEEE Trans. Inf. Forensics Secur. 7(2): 563-576 (2012) - [j13]Keshav Seshadri, Marios Savvides:
An Analysis of the Sensitivity of Active Shape Models to Initialization When Applied to Automatic Facial Landmarking. IEEE Trans. Inf. Forensics Secur. 7(4): 1255-1269 (2012) - 2011
- [j12]Utsav Prabhu, Jingu Heo, Marios Savvides:
Unconstrained Pose-Invariant Face Recognition Using 3D Generic Elastic Models. IEEE Trans. Pattern Anal. Mach. Intell. 33(10): 1952-1961 (2011) - [j11]Shreyas Venugopalan, Marios Savvides:
How to Generate Spoofed Irises From an Iris Code Template. IEEE Trans. Inf. Forensics Secur. 6(2): 385-395 (2011) - 2010
- [j10]Marios Savvides, Karl Ricanek Jr., Damon L. Woodard, Gerry V. Dozier:
Unconstrained Biometric Identification: Emerging Technologies. Computer 43(2): 56-62 (2010) - [j9]Sung Won Park, Marios Savvides:
A Multifactor Extension of Linear Discriminant Analysis for Face Recognition under Varying Pose and Illumination. EURASIP J. Adv. Signal Process. 2010 (2010) - [j8]Shreyas Venugopalan, Marios Savvides:
Unconstrained Iris Acquisition and Recognition Using COTS PTZ Camera. EURASIP J. Adv. Signal Process. 2010 (2010) - 2007
- [j7]Sinjini Mitra, Marios Savvides, Anthony Brockwell:
Statistical Performance Evaluation of Biometric Authentication Systems Using Random Effects Models. IEEE Trans. Pattern Anal. Mach. Intell. 29(4): 517-530 (2007) - [j6]Jason Thornton, Marios Savvides, B. V. K. Vijaya Kumar:
A Bayesian Approach to Deformed Pattern Matching of Iris Images. IEEE Trans. Pattern Anal. Mach. Intell. 29(4): 596-606 (2007) - [j5]Sinjini Mitra, Marios Savvides, Anthony Brockwell:
Correction to "Statistical Performance Evaluation of Biometric Authentication Systems Using Random Effects Models". IEEE Trans. Pattern Anal. Mach. Intell. 29(9) (2007) - [j4]Pablo H. Hennings-Yeomans, B. V. K. Vijaya Kumar, Marios Savvides:
Palmprint Classification Using Multiple Advanced Correlation Filters and Palm-Specific Segmentation. IEEE Trans. Inf. Forensics Secur. 2(3-2): 613-622 (2007) - [j3]Sung Won Park, Marios Savvides:
Individual Kernel Tensor-Subspaces for Robust Face Recognition: A Computationally Efficient Tensor Framework Without Requiring Mode Factorization. IEEE Trans. Syst. Man Cybern. Part B 37(5): 1156-1166 (2007) - 2006
- [j2]Bhagavatula V. K. Vijaya Kumar, Marios Savvides, Chunyan Xie:
Correlation Pattern Recognition for Face Recognition. Proc. IEEE 94(11): 1963-1976 (2006) - [j1]Sinjini Mitra, Marios Savvides, B. V. K. Vijaya Kumar:
Face identification using novel frequency-domain representation of facial asymmetry. IEEE Trans. Inf. Forensics Secur. 1(3): 350-359 (2006)
Conference and Workshop Papers
- 2023
- [c170]Ran Tao, Hao Chen, Marios Savvides:
Boosting Transductive Few-Shot Fine-tuning with Margin-based Uncertainty Weighting and Probability Regularization. CVPR 2023: 15752-15761 - [c169]Fangyi Chen, Han Zhang, Kai Hu, Yu-Kai Huang, Chenchen Zhu, Marios Savvides:
Enhanced Training of Query-Based Object Detection via Selective Query Recollection. CVPR 2023: 23756-23765 - [c168]Ibrahim Alkanhal, Abdullah Almansour, Lamia Alsalloom, Raied Aljadaany, Marios Savvides:
Cov Loss: Covariance-Based Loss for Deep Face Recognition. ICASSP 2023: 1-5 - [c167]Hao Chen, Ran Tao, Yue Fan, Yidong Wang, Jindong Wang, Bernt Schiele, Xing Xie, Bhiksha Raj, Marios Savvides:
SoftMatch: Addressing the Quantity-Quality Tradeoff in Semi-supervised Learning. ICLR 2023 - [c166]Yidong Wang, Hao Chen, Qiang Heng, Wenxin Hou, Yue Fan, Zhen Wu, Jindong Wang, Marios Savvides, Takahiro Shinozaki, Bhiksha Raj, Bernt Schiele, Xing Xie:
FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning. ICLR 2023 - 2022
- [c165]Zhiqiang Shen, Zechun Liu, Zhuang Liu, Marios Savvides, Trevor Darrell, Eric Poe Xing:
Un-mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning. AAAI 2022: 2216-2224 - [c164]Ran Tao, Han Zhang, Yutong Zheng, Marios Savvides:
Powering Finetuning in Few-Shot Learning: Domain-Agnostic Bias Reduction with Selected Sampling. AAAI 2022: 8467-8475 - [c163]Fangyi Chen, Han Zhang, Zaiwang Li, Jiachen Dou, Shentong Mo, Hao Chen, Yongxin Zhang, Uzair Ahmed, Chenchen Zhu, Marios Savvides:
Unitail: Detecting, Reading, and Matching in Retail Scene. ECCV (7) 2022: 705-722 - [c162]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:
USB: A Unified Semi-supervised Learning Benchmark for Classification. NeurIPS 2022 - 2021
- [c161]Zhiqiang Shen, Zechun Liu, Jie Qin, Marios Savvides, Kwang-Ting Cheng:
Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning. AAAI 2021: 9594-9602 - [c160]Zhiqiang Shen, Zechun Liu, Jie Qin, Lei Huang, Kwang-Ting Cheng, Marios Savvides:
S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-Bit Neural Networks via Guided Distribution Calibration. CVPR 2021: 2165-2174 - [c159]Yutong Zheng, Yu-Kai Huang, Ran Tao, Zhiqiang Shen, Marios Savvides:
Unsupervised Disentanglement of Linear-Encoded Facial Semantics. CVPR 2021: 3917-3926 - [c158]Chenchen Zhu, Fangyi Chen, Uzair Ahmed, Zhiqiang Shen, Marios Savvides:
Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection. CVPR 2021: 8782-8791 - [c157]Kai Hu, Jie Shao, Yuan Liu, Bhiksha Raj, Marios Savvides, Zhiqiang Shen:
Contrast and Order Representations for Video Self-supervised Learning. ICCV 2021: 7919-7929 - [c156]Zhiqiang Shen, Zechun Liu, Dejia Xu, Zitian Chen, Kwang-Ting Cheng, Marios Savvides:
Is Label Smoothing Truly Incompatible with Knowledge Distillation: An Empirical Study. ICLR 2021 - 2020
- [c155]Dipan K. Pal, Akshay Chawla, Marios Savvides:
Learning Non-Parametric Invariances from Data with Permanent Random Connectomes. BMVC 2020 - [c154]Dipan K. Pal, Sreena Nallamothu, Marios Savvides:
Towards a Hypothesis on Visual Transformation based Self-Supervision. BMVC 2020 - [c153]Hai Phan, Zechun Liu, Dang Huynh, Marios Savvides, Kwang-Ting Cheng, Zhiqiang Shen:
Binarizing MobileNet via Evolution-Based Searching. CVPR 2020: 13417-13426 - [c152]Devesh Walawalkar, Zhiqiang Shen, Marios Savvides:
Online Ensemble Model Compression Using Knowledge Distillation. ECCV (19) 2020: 18-35 - [c151]Chenchen Zhu, Fangyi Chen, Zhiqiang Shen, Marios Savvides:
Soft Anchor-Point Object Detection. ECCV (9) 2020: 91-107 - [c150]Zechun Liu, Zhiqiang Shen, Marios Savvides, Kwang-Ting Cheng:
ReActNet: Towards Precise Binary Neural Network with Generalized Activation Functions. ECCV (14) 2020: 143-159 - [c149]Han Zhang, Fangyi Chen, Zhiqiang Shen, Qiqi Hao, Chenchen Zhu, Marios Savvides:
Solving Missing-Annotation Object Detection with Background Recalibration Loss. ICASSP 2020: 1888-1892 - [c148]Devesh Walawalkar, Zhiqiang Shen, Zechun Liu, Marios Savvides:
Attentive Cutmix: An Enhanced Data Augmentation Approach for Deep Learning Based Image Classification. ICASSP 2020: 3642-3646 - [c147]Ngan Le, Kashu Yamazaki, Kha Gia Quach, Dat T. Truong, Marios Savvides:
A Multi-task Contextual Atrous Residual Network for Brain Tumor Detection & Segmentation. ICPR 2020: 5943-5950 - [c146]Ngan Le, Trung Le, Kashu Yamazaki, Toan Duc Bui, Khoa Luu, Marios Savvides:
Offset Curves Loss for Imbalanced Problem in Medical Segmentation. ICPR 2020: 6189-6195 - [c145]Hai Phan, Dang Huynh, Yihui He, Marios Savvides, Zhiqiang Shen:
MoBiNet: A Mobile Binary Network for Image Classification. WACV 2020: 3442-3451 - 2019
- [c144]Dipan K. Pal, Marios Savvides:
Non-Parametric Transformation Networks for Learning General Invariances from Data. AAAI 2019: 4667-4674 - [c143]Zhiqiang Shen, Honghui Shi, Jiahui Yu, Hai Phan, Rogério Feris, Liangliang Cao, Ding Liu, Xinchao Wang, Thomas S. Huang, Marios Savvides:
Improving Object Detection from Scratch via Gated Feature Reuse. BMVC 2019: 247 - [c142]Chenchen Zhu, Yihui He, Marios Savvides:
Feature Selective Anchor-Free Module for Single-Shot Object Detection. CVPR 2019: 840-849 - [c141]Yihui He, Chenchen Zhu, Jianren Wang, Marios Savvides, Xiangyu Zhang:
Bounding Box Regression With Uncertainty for Accurate Object Detection. CVPR 2019: 2888-2897 - [c140]Raied Aljadaany, Dipan K. Pal, Marios Savvides:
Douglas-Rachford Networks: Learning Both the Image Prior and Data Fidelity Terms for Blind Image Deconvolution. CVPR 2019: 10235-10244 - [c139]Raied Aljadaany, Dipan K. Pal, Marios Savvides:
Proximal Splitting Networks for Image Restoration. ICIAR (1) 2019: 3-17 - [c138]Fangyi Chen, Chenchen Zhu, Marios Savvides:
A Novel Collaborative Control Strategy for Enhanced Training of Vehicle Recognition. VTC Fall 2019: 1-6 - [c137]Dipan K. Pal, Chandrasekhar Bhagavatula, Yutong Zheng, Ran Tao, Marios Savvides:
Is Pose Really Solved? A Frontalization Study On Off-Angle Face Matching. WACV 2019: 2058-2067 - 2018
- [c136]Felix Juefei-Xu, Rahul Dey, Vishnu Naresh Boddeti, Marios Savvides:
RankGAN: A Maximum Margin Ranking GAN for Generating Faces. ACCV (3) 2018: 3-18 - [c135]Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides:
Perturbative Neural Networks. CVPR 2018: 3310-3318 - [c134]Yutong Zheng, Dipan K. Pal, Marios Savvides:
Ring Loss: Convex Feature Normalization for Face Recognition. CVPR 2018: 5089-5097 - [c133]Chenchen Zhu, Ran Tao, Khoa Luu, Marios Savvides:
Seeing Small Faces From Robust Anchor's Perspective. CVPR 2018: 5127-5136 - [c132]Chenchen Zhu, Yutong Zheng, Khoa Luu, Marios Savvides:
Enhancing Interior and Exterior Deep Facial Features for Face Detection in the Wild. FG 2018: 226-233 - [c131]Ibrahim Alkanhal, B. V. K. Vijaya Kumar, Marios Savvides:
Automatic Seizure Detection via an Optimized Image-Based Deep Feature Learning. ICMLA 2018: 536-540 - [c130]T. Hoang Ngan Le, Raajitha Gummadi, Marios Savvides:
Deep Recurrent Level Set for Segmenting Brain Tumors. MICCAI (3) 2018: 646-653 - 2017
- [c129]T. Hoang Ngan Le, Kha Gia Quach, Chenchen Zhu, Chi Nhan Duong, Khoa Luu, Marios Savvides:
Robust Hand Detection and Classification in Vehicles and in the Wild. CVPR Workshops 2017: 1203-1210 - [c128]Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides:
Local Binary Convolutional Neural Networks. CVPR 2017: 4284-4293 - [c127]Chi Nhan Duong, Kha Gia Quach, Khoa Luu, T. Hoang Ngan Le, Marios Savvides:
Temporal Non-volume Preserving Approach to Facial Age-Progression and Age-Invariant Face Recognition. ICCV 2017: 3755-3763 - [c126]Chandrasekhar Bhagavatula, Chenchen Zhu, Khoa Luu, Marios Savvides:
Faster than Real-Time Facial Alignment: A 3D Spatial Transformer Network Approach in Unconstrained Poses. ICCV 2017: 4000-4009 - [c125]Ligong Han, T. Hoang Ngan Le, Marios Savvides:
An automatic cells detection and segmentation. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2017: 101370W - [c124]Dipan K. Pal, Ashwin A. Kannan, Gautam Arakalgud, Marios Savvides:
Max-Margin Invariant Features from Transformed Unlabelled Data. NIPS 2017: 1439-1447 - 2016
- [c123]Felix Juefei-Xu, Marios Savvides:
Learning to Invert Local Binary Patterns. BMVC 2016 - [c122]Felix Juefei-Xu, Marios Savvides:
Fastfood dictionary learning for periocular-based full face hallucination. BTAS 2016: 1-8 - [c121]Yutong Zheng, Chenchen Zhu, Khoa Luu, Chandrasekhar Bhagavatula, T. Hoang Ngan Le, Marios Savvides:
Towards a deep learning framework for unconstrained face detection. BTAS 2016: 1-8 - [c120]T. Hoang Ngan Le, Yutong Zheng, Chenchen Zhu, Khoa Luu, Marios Savvides:
Multiple Scale Faster-RCNN Approach to Driver's Cell-Phone Usage and Hands on Steering Wheel Detection. CVPR Workshops 2016: 46-53 - [c119]Chenchen Zhu, Yutong Zheng, Khoa Luu, T. Hoang Ngan Le, Chandrasekhar Bhagavatula, Marios Savvides:
Weakly Supervised Facial Analysis with Dense Hyper-Column Features. CVPR Workshops 2016: 93-101 - [c118]Felix Juefei-Xu, Eshan Verma, Parag Goel, Anisha Cherodian, Marios Savvides:
DeepGender: Occlusion and Low Resolution Robust Facial Gender Classification via Progressively Trained Convolutional Neural Networks with Attention. CVPR Workshops 2016: 136-145 - [c117]Dipan K. Pal, Felix Juefei-Xu, Marios Savvides:
Discriminative Invariant Kernel Features: A Bells-and-Whistles-Free Approach to Unsupervised Face Recognition and Pose Estimation. CVPR 2016: 5590-5599 - [c116]Paul Buchana, Irina Cazan, Manuel Diaz-Granados, Felix Juefei-Xu, Marios Savvides:
Simultaneous forgery identification and localization in paintings using advanced correlation filters. ICIP 2016: 146-150 - [c115]T. Hoang Ngan Le, Chenchen Zhu, Yutong Zheng, Khoa Luu, Marios Savvides:
Robust hand detection in Vehicles. ICPR 2016: 573-578 - [c114]Chandrasekhar Bhagavatula, Raied Aljadaany, Marios Savvides:
Pose estimation using Spectral and Singular Value recomposition. ICPR 2016: 4095-4100 - 2015
- [c113]Felix Juefei-Xu, Marios Savvides:
Pokerface: Partial order keeping and energy repressing method for extreme face illumination normalization. BTAS 2015: 1-8 - [c112]Felix Juefei-Xu, Dipan K. Pal, Karanhaar Singh, Marios Savvides:
A preliminary investigation on the sensitivity of COTS face recognition systems to forensic analyst-style face processing for occlusions. CVPR Workshops 2015: 25-33 - [c111]Keshav Seshadri, Felix Juefei-Xu, Dipan K. Pal, Marios Savvides, Craig P. Thor:
Driver cell phone usage detection on Strategic Highway Research Program (SHRP2) face view videos. CVPR Workshops 2015: 35-43 - [c110]Shreyas Venugopalan, Felix Juefei-Xu, Benjamin Cowley, Marios Savvides:
Electromyograph and keystroke dynamics for spoof-resistant biometric authentication. CVPR Workshops 2015: 109-118 - [c109]Felix Juefei-Xu, Dipan K. Pal, Marios Savvides:
NIR-VIS heterogeneous face recognition via cross-spectral joint dictionary learning and reconstruction. CVPR Workshops 2015: 141-150 - [c108]T. Hoang Ngan Le, Khoa Luu, Marios Savvides:
Fast and robust self-training beard/moustache detection and segmentation. ICB 2015: 507-512 - [c107]Niv Zehngut, Felix Juefei-Xu, Rishabh Bardia, Dipan K. Pal, Chandrasekhar Bhagavatula, Marios Savvides:
Investigating the feasibility of image-based nose biometrics. ICIP 2015: 522-526 - [c106]Felix Juefei-Xu, Marios Savvides:
Pareto-optimal discriminant analysis. ICIP 2015: 611-615 - [c105]Karanhaar Singh, Khoa Luu, T. Hoang Ngan Le, Marios Savvides:
A robust contour sampling and tensor-based approach to facial beard and mustache shape segmentation and matching. ICIP 2015: 1399-1403 - [c104]Felix Juefei-Xu, Marios Savvides:
Single face image super-resolution via solo dictionary learning. ICIP 2015: 2239-2243 - [c103]Felix Juefei-Xu, Marios Savvides:
Encoding and decoding local binary patterns for harsh face illumination normalization. ICIP 2015: 3220-3224 - [c102]Raied Aljadaany, Khoa Luu, Shreyas Venugopalan, Marios Savvides:
IRIS super-resolution via nonparametric over-complete dictionary learning. ICIP 2015: 3856-3860 - 2014
- [c101]Khoa Luu, Chenchen Zhu, Marios Savvides:
Distributed class dependent feature analysis - A big data approach. IEEE BigData 2014: 201-206 - [c100]Felix Juefei-Xu, Dipan K. Pal, Marios Savvides:
Hallucinating the Full Face from the Periocular Region via Dimensionally Weighted K-SVD. CVPR Workshops 2014: 1-8 - [c99]Felix Juefei-Xu, Marios Savvides:
Weight-Optimal Local Binary Patterns. ECCV Workshops (2) 2014: 148-159 - [c98]Felix Juefei-Xu, Marios Savvides:
Facial Ethnic Appearance Synthesis. ECCV Workshops (2) 2014: 825-840 - [c97]T. Hoang Ngan Le, Utsav Prabhu, Marios Savvides:
A novel eyebrow segmentation and eyebrow shape-based identification. IJCB 2014: 1-8 - 2013
- [c96]Felix Juefei-Xu, Marios Savvides:
An image statistics approach towards efficient and robust refinement for landmarks on facial boundary. BTAS 2013: 1-8 - [c95]Felix Juefei-Xu, Marios Savvides:
An Augmented Linear Discriminant Analysis Approach for Identifying Identical Twins with the Aid of Facial Asymmetry Features. CVPR Workshops 2013: 56-63 - 2012
- [c94]Felix Juefei-Xu, Chandrasekhar Bhagavatula, Aaron Jaech, Unni Prasad, Marios Savvides:
Gait-ID on the move: Pace independent human identification using cell phone accelerometer dynamics. BTAS 2012: 8-15 - [c93]T. Hoang Ngan Le, Khoa Luu, Keshav Seshadri, Marios Savvides:
A facial aging approach to identification of identical twins. BTAS 2012: 91-98 - [c92]Yiting Xie, Khoa Luu, Marios Savvides:
A robust approach to facial ethnicity classification on large scale face databases. BTAS 2012: 143-149 - [c91]Sasikanth Bendapudi, Khoa Luu, Marios Savvides:
Hallucinating faces in the dark. BTAS 2012: 311-318 - [c90]Aaron Jaech, Rebecca Blue, Robert Friedman, Marc O. Griofa, Marios Savvides, B. V. K. Vijaya Kumar:
Classification of cardiosynchronous waveforms by projection to a Legendre Polynomial sub-space. EMBC 2012: 4307-4310 - [c89]Chandrasekhar Bhagavatula, Shreyas Venugopalan, Rebecca Blue, Robert Friedman, Marc O. Griofa, Marios Savvides, B. V. K. Vijaya Kumar:
Biometric identification of cardiosynchronous waveforms utilizing person specific continuous and discrete wavelet transform features. EMBC 2012: 4311-4314 - [c88]T. Hoang Ngan Le, Khoa Luu, Keshav Seshadri, Marios Savvides:
Beard and mustache segmentation using sparse classifiers on self-quotient images. ICIP 2012: 165-168 - [c87]Madhusudan Bhagavatula, Marios Savvides, Vijayakumar Bhagavatula, Robert Friedman, Rebecca Blue, Marc O. Griofa:
Second-degree correlation surface features from Optimal Trade-off Synthetic Discriminant Function filters for subject identification using radio frequency cardiosynchronous waveforms. ICIP 2012: 269-272 - [c86]Khoa Luu, T. Hoang Ngan Le, Keshav Seshadri, Marios Savvides:
Facecut - a robust approach for facial feature segmentation. ICIP 2012: 1841-1844 - [c85]T. Hoang Ngan Le, Khoa Luu, Utsav Prabhu, Marios Savvides:
A novel energy based filter for cross-blink eye detection. ICIP 2012: 1845-1848 - [c84]Chandrasekhar Bhagavatula, Aaron Jaech, Marios Savvides, Vijayakumar Bhagavatula, Robert Friedman, Rebecca Blue, Marc O. Griofa:
Automatic segmentation of cardiosynchronous waveforms using cepstral analysis and continuous wavelet transforms. ICIP 2012: 2045-2048 - [c83]Khoa Luu, Marios Savvides, Tien D. Bui, Ching Y. Suen:
Compressed Submanifold Multifactor Analysis with adaptive factor structures. ICPR 2012: 2715-2718 - [c82]Felix Juefei-Xu, Marios Savvides:
Unconstrained periocular biometric acquisition and recognition using COTS PTZ camera for uncooperative and non-cooperative subjects. WACV 2012: 201-208 - 2011
- [c81]Marios Savvides:
Session WA5b: Biometrics. ACSCC 2011: 2145-2146 - [c80]Marc O. Griofa, Rebecca Blue, Robert Friedman, Aaron Jaech, Madhusudan Bhagavatula, Siying D. Hu, Marios Savvides:
Radio Frequency cardiopulmonary waveform for subject identification. ACSCC 2011: 2152-2156 - [c79]Sung Won Park, Marios Savvides:
Multifactor analysis based on factor-dependent geometry. CVPR 2011: 2817-2824 - [c78]Marc O. Griofa, Rebecca S. Blue, Robert Friedman, Philip Hamski, Madhusudan Bhagavatula, Aaron Jaech, Si Ying Diana Hu, Marios Savvides:
Preliminary feasibility analysis of remote subject identification during hemodynamic monitoring by Radio Frequency Impedance. EMBC 2011: 2590-2593 - [c77]Sung Won Park, Marios Savvides:
The multifactor extension of Grassmann manifolds for face recognition. FG 2011: 464-469 - [c76]Jingu Heo, Marios Savvides:
Rapid 3D face modeling using a frontal face and a profile face for accurate 2D pose synthesis. FG 2011: 632-638 - [c75]Jingu Heo, Marios Savvides:
Generic 3D face pose estimation using facial shapes. IJCB 2011: 1-8 - [c74]Si Ying Diana Hu, Brendan Jou, Aaron Jaech, Marios Savvides:
Fusion of region-based representations for gender identification. IJCB 2011: 1-7 - [c73]Felix Juefei-Xu, Khoa Luu, Marios Savvides, Tien D. Bui, Ching Y. Suen:
Investigating age invariant face recognition based on periocular biometrics. IJCB 2011: 1-7 - [c72]Khoa Luu, Keshav Seshadri, Marios Savvides, Tien D. Bui, Ching Y. Suen:
Contourlet appearance model for facial age estimation. IJCB 2011: 1-8 - [c71]Shreyas Venugopalan, Unni Prasad, Khalid Harun, Kyle Neblett, Douglas Toomey, Joseph Heyman, Marios Savvides:
Long range iris acquisition system for stationary and mobile subjects. IJCB 2011: 1-8 - [c70]Nicholas A. Vandal, Marios Savvides:
CUDA accelerated illumination preprocessing on GPUs. DSP 2011: 1-6 - [c69]Felix Juefei-Xu, Marios Savvides:
Can your eyebrows tell me who you are? ICSPCS 2011: 1-8 - [c68]Ramzi Abiantun, Utsav Prabhu, Keshav Seshadri, Jingu Heo, Marios Savvides:
An analysis of facial shape and texture for recognition: A large scale evaluation on FRGC ver2.0. WACV 2011: 212-219 - 2010
- [c67]Jameson Merkow, Brendan Jou, Marios Savvides:
An exploration of gender identification using only the periocular region. BTAS 2010: 1-5 - [c66]Nicholas A. Vandal, Marios Savvides:
CUDA accelerated iris template matching on Graphics Processing Units (GPUs). BTAS 2010: 1-7 - [c65]Juefei Xu, Miriam Cha, Joseph Heyman, Shreyas Venugopalan, Ramzi Abiantun, Marios Savvides:
Robust local binary pattern feature sets for periocular biometric identification. BTAS 2010: 1-8 - [c64]Sung Won Park, Marios Savvides:
An extension of multifactor analysis for face recognition based on submanifold learning. CVPR 2010: 2645-2652 - [c63]Utsav Prabhu, Keshav Seshadri, Marios Savvides:
Automatic Facial Landmark Tracking in Video Sequences Using Kalman Filter Assisted Active Shape Models. ECCV Workshops (1) 2010: 86-99 - 2009
- [c62]Gerry V. Dozier, Kurt Frederiksen, Robert Meeks, Marios Savvides, Kelvin S. Bryant, Darlene Hopes, Taihei Munemoto:
Minimizing the number of bits needed for iris recognition via Bit Inconsistency and GRIT. CIB 2009: 30-37 - [c61]Yung-hui Li, Marios Savvides:
Automatic iris mask refinement for high performance iris recognition. CIB 2009: 52-58 - [c60]Jingu Heo, Marios Savvides:
In between 3D Active Appearance Models and 3D Morphable Models. CVPR Workshops 2009: 20-26 - [c59]Neha Agrawal, Marios Savvides:
Biometric data hiding: A 3 factor authentication approach to verify identity with a single image using steganography, encryption and matching. CVPR Workshops 2009: 85-92 - [c58]Yung-hui Li, Marios Savvides:
A pixel-wise, learning-based approach for occlusion estimation of iris images in polar domain. ICASSP 2009: 1357-1360 - 2008
- [c57]Ramzi Abiantun, Marios Savvides:
Boosted multi image features for improved face detection. AIPR 2008: 1-8 - [c56]Ramzi Abiantun, Marios Savvides:
Tear-duct detector for identifying left versus right iris images. AIPR 2008: 1-4 - [c55]Yung-hui Li, Marios Savvides, Tsuhan Chen:
Investigating useful and distinguishing features around the eyelash region. AIPR 2008: 1-6 - [c54]Theodore Trebaol, Marios Savvides:
Fractal encoding of low resolution iris imagery for improved matching. AIPR 2008: 1-4 - [c53]Sung Won Park, Jingu Heo, Marios Savvides:
3D face econstruction from a single 2D face image. CVPR Workshops 2008: 1-8 - [c52]Kshitiz Kumar, Qi Wu, Yiming Wang, Marios Savvides:
Noise robust speaker identification using Bhattacharyya distance in adapted Gaussian models space. EUSIPCO 2008: 1-4 - [c51]Shuvra Bhat, Marios Savvides:
Evaluating Active Shape Models for Eye-Shape Classification. ICASSP 2008: 5228-5231 - [c50]Hung-Chih Lai, Radu Marculescu, Marios Savvides, Tsuhan Chen:
Communication-Aware Face Detection Using Noc Architecture. ICVS 2008: 181-189 - [c49]Jingu Heo, Marios Savvides:
Face Recognition Across Pose Using View Based Active Appearance Models (VBAAMs) on CMU Multi-PIE Dataset. ICVS 2008: 527-535 - 2007
- [c48]Pablo Hennings, Marios Savvides, B. V. K. Vijaya Kumar:
Palmprint Recognition with Multiple Correlation Filters Using Edge Detection for Class-Specific Segmentation. AutoID 2007: 214-219 - [c47]Ryan A. Kerekes, Narayanaswamy Balakrishnan, Jason Thornton, Marios Savvides, B. V. K. Vijaya Kumar:
Graphical Model Approach to Iris Matching Under Deformation and Occlusion. CVPR 2007 - [c46]Yung-hui Li, Marios Savvides:
Kernel Fukunaga-Koontz Transform Subspaces For Enhanced Face Recognition. CVPR 2007 - [c45]Ramamurthy Bhagavatula, Marios Savvides:
Analyzing Facial Images using Empirical Mode Decomposition for Illumination Artifact Removal and Improved Face Recognition. ICASSP (1) 2007: 505-508 - [c44]Sung Won Park, Marios Savvides:
Breaking the Limitation of Manifold Analysis for Super-Resolution of Facial Images. ICASSP (1) 2007: 573-576 - [c43]Ramzi Abiantun, Marios Savvides, B. V. K. Vijaya Kumar:
Generalized Low Dimensional Feature Subspace for Robust Face Recognition on Unseen datasets using Kernel Correlation Feature Analysis. ICASSP (1) 2007: 1257-1260 - 2006
- [c42]Chunyan Xie, Marios Savvides, B. V. K. Vijaya Kumar:
Comparison of Feature Space Methods for Face Recognition. CVPR Workshops 2006: 46 - [c41]Marios Savvides, Ramzi Abiantun, Jingu Heo, S. Park, Chunyan Xie, B. V. K. Vijaya Kumar:
Partial & Holistic Face Recognition on FRGC-II data using Support Vector Machine. CVPR Workshops 2006: 48 - [c40]Sung Won Park, Marios Savvides:
Estimating Mixing Factors Simultaneously in Multilinear Tensor Decomposition for Robust Face Recognition and Synthesis. CVPR Workshops 2006: 49 - [c39]Sinjini Mitra, Marios Savvides:
Using Feature Combination and Statistical Resampling for Accurate Face Recognition Based on Frequency Domain Representation of Facial Asymmetry. FGR 2006: 31-36 - [c38]Jingu Heo, Marios Savvides, Ramzi Abiantun, Chunyan Xie, B. V. K. Vijaya Kumar:
Face Recognition with Kernel Correlation Filters on a Large Scale Database. ICASSP (2) 2006: 181-184 - [c37]Marios Savvides, Jingu Heo, Ramzi Abiantun, Chunyan Xie, B. V. K. Vijaya Kumar:
Class Dependent Kernel Discrete Cosine Transform Features for Enhanced Holistic Face Recognition in FRGC-II. ICASSP (2) 2006: 185-188 - [c36]Sinjini Mitra, Marios Savvides:
Improved Human Face Identification Using Frequency Domain Representation of Facial Asymmetry. ICASSP (2) 2006: 349-352 - [c35]Yung-hui Li, Marios Savvides, Vijayakumar Bhagavatula:
Illumination Tolerant Face Recognition Using a Novel Face From Sketch Synthesis Approach and Advanced Correlation Filters. ICASSP (2) 2006: 357-360 - [c34]Sinjini Mitra, Marios Savvides, Anthony Brockwell:
The Role of Statistical Models in Biometric Authentication. ICB 2006: 581-588 - [c33]Yung-hui Li, Marios Savvides, Vijayakumar Bhagavatula:
Face Recognition from Sketches Using Advanced Correlation Filters Using Hybrid Eigenanalysis for Face Synthesis. ICEIS (5) 2006: 11-18 - [c32]Sinjini Mitra, Marios Savvides, B. V. K. Vijaya Kumar:
Human Face Identification from Video Based on Frequency Domain Asymmetry Representation Using Hidden Markov Models. MRCS 2006: 26-33 - [c31]Sung Won Park, Marios Savvides:
Tensor Factorization by Simultaneous Estimation of Mixing Factors for Robust Face Recognition and Synthesis. MRCS 2006: 143-150 - [c30]Jingu Heo, Marios Savvides, B. V. K. Vijaya Kumar:
Large Scale Face Recognition with Kernel Correlation Feature Analysis with Support Vector Machines. PRIS 2006: 15-24 - 2005
- [c29]Chunyan Xie, Marios Savvides, B. V. K. Vijaya Kumar:
Kernel Correlation Filter Based Redundant Class-Dependence Feature Analysis (KCFA) on FRGC2.0 Data. AMFG 2005: 32-43 - [c28]Chee Kiat Ng, Marios Savvides, Pradeep K. Khosla:
Real-Time Face Verification System on a Cell-Phone Using Advanced Correlation Filters. AutoID 2005: 57-62 - [c27]Ramamurthy Bhagavatula, Marios Savvides:
PCA vs. Automatically Pruned Wavelet-Packet PCA for Illumination Tolerant Face Recognition. AutoID 2005: 69-74 - [c26]Ramzi Abiantun, Marios Savvides, Pradeep K. Khosla:
Automatic Eye-Level Height System for Face and Iris Recognition Systems. AutoID 2005: 155-159 - [c25]Sinjini Mitra, Marios Savvides:
Gaussian Mixture Models Based on the Frequency Spectra for Human Identification and Illumination Classification. AutoID 2005: 245-250 - [c24]Sinjini Mitra, Marios Savvides, B. V. K. Vijaya Kumar:
A One Bit Facial Asymmetry Code (FAC) in Fourier Domain for Human Recognition. AVBPA 2005: 61-70 - [c23]Marios Savvides, Chunyan Xie, Nancy Chu, B. V. K. Vijaya Kumar, Christine Podilchuk, Ankur Patel, Ashwath Harthattu, Richard J. Mammone:
Robust Face Recognition Using Advanced Correlation Filters with Bijective-Mapping Preprocessing. AVBPA 2005: 607-616 - [c22]Jingu Heo, Marios Savvides, B. V. K. Vijaya Kumar:
Performance Evaluation of Face Recognition using Visual and Thermal Imagery with Advanced Correlation Filters. CVPR Workshops 2005: 9 - [c21]Chunyan Xie, Marios Savvides, B. V. K. Vijaya Kumar:
Redundant Class-Dependence Feature Analysis Based on Correlation Filters Using FRGC2.0 Data. CVPR Workshops 2005: 153 - [c20]Jingu Heo, Marios Savvides, B. V. K. Vijaya Kumar:
Illumination Tolerant Face Recognition Using Phase-Only Support Vector Machines in the Frequency Domain. ICAPR (2) 2005: 66-73 - [c19]Sinjini Mitra, Marios Savvides, Anthony Brockwell:
Modeling Phase Spectra Using Gaussian Mixture Models for Human Face Identification. ICAPR (2) 2005: 174-182 - [c18]Ramamurthy Bhagavatula, Marios Savvides:
Eigen and Fisher-Fourier Spectra for Shift Invariant Pose-Tolerant Face Recognition. ICAPR (2) 2005: 351-359 - [c17]Chunyan Xie, Marios Savvides, B. V. K. Vijaya Kumar:
Quaternion Correlation Filters for Face Recognition in Wavelet Domain. ICASSP (2) 2005: 85-88 - [c16]Sinjini Mitra, Marios Savvides:
Analyzing asymmetry biometric in the frequency domain for face recognition. ICASSP (2) 2005: 953-956 - [c15]Sinjini Mitra, Marios Savvides, B. V. K. Vijaya Kumar:
Facial Asymmetry: A New Robust Biometric in the Frequency Domain. ICIAR 2005: 1065-1072 - [c14]Pablo Hennings, Marios Savvides, B. V. K. Vijaya Kumar:
Verification of Biometric Palmprint Patterns Using Optimal Trade-Off Filter Classifiers. ICIAR 2005: 1081-1088 - [c13]Jingu Heo, Marios Savvides, B. V. K. Vijaya Kumar:
Advanced Correlation Filters for Face Recognition Using Low-Resolution Visual and Thermal Imagery. ICIAR 2005: 1089-1097 - [c12]Jason Thornton, Marios Savvides, B. V. K. Vijaya Kumar:
Robust Iris Recognition Using Advanced Correlation Techniques. ICIAR 2005: 1098-1105 - [c11]Sinjini Mitra, Marios Savvides, B. V. K. Vijaya Kumar:
Facial Asymmetry in Frequency Domain: The "Phase" Connection. PReMI 2005: 422-427 - [c10]Pablo Hennings, Marios Savvides, B. V. K. Vijaya Kumar:
Hiding phase-quantized biometrics: a case of steganography for reduced-complexity correlation filter classifiers. Security, Steganography, and Watermarking of Multimedia Contents 2005: 465-473 - 2004
- [c9]Marios Savvides, B. V. K. Vijaya Kumar, Pradeep K. Khosla:
"Corefaces" - Robust Shift Invariant PCA Based Correlation Filter for Illumination Tolerant Face Recognition. CVPR (2) 2004: 834-841 - [c8]Marios Savvides, B. V. K. Vijaya Kumar, Pradeep K. Khosla:
"Eigenphases vs. Eigenfaces". ICPR (3) 2004: 810-813 - [c7]Marios Savvides, B. V. K. Vijaya Kumar, Pradeep K. Khosla:
Cancelable Biometric Filters for Face Recognition. ICPR (3) 2004: 922-925 - [c6]B. Yegnanarayana, Anil Kumar Sao, B. V. K. Vijaya Kumar, Marios Savvides:
Determination of Pose Angle of Face using Dynamic Space Warping (DSW). ITCC (1) 2004: 661-664 - 2003
- [c5]Marios Savvides, B. V. K. Vijaya Kumar:
Quad Phase Minimum Average Correlation Energy Filters for Reduced Memory Illumination Tolerant Face Authentication. AVBPA 2003: 19-26 - [c4]Marios Savvides, B. V. K. Vijaya Kumar:
Illumination Normalization Using Logarithm Transforms for Face Authentication. AVBPA 2003: 549-556 - [c3]Marios Savvides, B. V. K. Vijaya Kumar:
Efficient Design of Advanced Correlation Filters for Robust Distortion-Tolerant Face Recognition. AVSS 2003: 45-52 - [c2]Marios Savvides, Krithika Venkataramani, B. V. K. Vijaya Kumar:
Incremental updating of advanced correlation filters for biometric authentication systems. ICME 2003: 229-232 - 2002
- [c1]B. V. K. Vijaya Kumar, Chunyan Xie, Marios Savvides, Krithika Venkataramani:
Spatial frequency domain image processing for biometric recognition. ICIP (1) 2002: 53-56
Parts in Books or Collections
- 2013
- [p2]B. V. K. Vijaya Kumar, Jason Thornton, Marios Savvides, Vishnu Naresh Boddeti, Jonathon M. Smereka:
Application of Correlation Filters for Iris Recognition. Handbook of Iris Recognition 2013: 337-354 - [p1]Shreyas Venugopalan, Marios Savvides:
Iris Spoofing: Reverse Engineering the Daugman Feature Encoding Scheme. Handbook of Iris Recognition 2013: 355-366
Reference Works
- 2015
- [r12]Yung-hui Li, Marios Savvides:
Automatic Classification of Left/Right Iris Image. Encyclopedia of Biometrics 2015: 134-138 - [r11]Yung-hui Li, Marios Savvides, Jason Thornton, B. V. K. Vijaya Kumar:
Iris Recognition Using Correlation Filters. Encyclopedia of Biometrics 2015: 1015-1023 - [r10]Yung-hui Li, Marios Savvides:
Iris Recognition, Overview. Encyclopedia of Biometrics 2015: 1023-1032 - [r9]Sung Won Park, Marios Savvides:
Iris Segmentation Using Active Contours. Encyclopedia of Biometrics 2015: 1037-1042 - [r8]Yung-hui Li, Marios Savvides:
Iris Super-Resolution. Encyclopedia of Biometrics 2015: 1046-1050 - [r7]Gerry Vernon Dozier, Marios Savvides, Kelvin S. Bryant, Taihei Munemoto, Karl Ricanek, Damon L. Woodard:
Iris Template Extraction Via Bit Inconsistency and GRIT. Encyclopedia of Biometrics 2015: 1050-1057 - 2009
- [r6]Yung-hui Li, Marios Savvides:
Automatic Classification of Left/Right Iris Image. Encyclopedia of Biometrics 2009: 43-47 - [r5]Yung-hui Li, Marios Savvides:
Iris Recognition, Overview. Encyclopedia of Biometrics 2009: 810-819 - [r4]Yung-hui Li, Marios Savvides, Jason Thornton, B. V. K. Vijaya Kumar:
Iris Recognition Using Correlation Filters. Encyclopedia of Biometrics 2009: 837-843 - [r3]Sung Won Park, Marios Savvides:
Iris Segmentation Using Active Contours. Encyclopedia of Biometrics 2009: 848-852 - [r2]Yung-hui Li, Marios Savvides:
Iris Super-Resolution. Encyclopedia of Biometrics 2009: 856-859 - [r1]Gerry Vernon Dozier, Marios Savvides, Kelvin S. Bryant, Taihei Munemoto, Karl Ricanek, Damon L. Woodard:
Iris Template Extraction Via Bit Inconsistency and GRIT. Encyclopedia of Biometrics 2009: 859-865
Informal and Other Publications
- 2024
- [i56]Fangyi Chen, Han Zhang, Zhantao Yang, Hao Chen, Kai Hu, Marios Savvides:
RTGen: Generating Region-Text Pairs for Open-Vocabulary Object Detection. CoRR abs/2405.19854 (2024) - [i55]Yu-Kai Huang, Yutong Zheng, Yen-Shuo Su, Anudeepsekhar Bolimera, Han Zhang, Fangyi Chen, Marios Savvides:
A Reference-Based 3D Semantic-Aware Framework for Accurate Local Facial Attribute Editing. CoRR abs/2407.18392 (2024) - [i54]Kai Qiu, Xiang Li, Hao Chen, Jie Sun, Jinglu Wang, Zhe Lin, Marios Savvides, Bhiksha Raj:
Efficient Autoregressive Audio Modeling via Next-Scale Prediction. CoRR abs/2408.09027 (2024) - 2023
- [i53]Hao Chen, Ran Tao, Yue Fan, Yidong Wang, Jindong Wang, Bernt Schiele, Xing Xie, Bhiksha Raj, Marios Savvides:
SoftMatch: Addressing the Quantity-Quality Trade-off in Semi-supervised Learning. CoRR abs/2301.10921 (2023) - [i52]Xuan-Bac Nguyen, Chi Nhan Duong, Marios Savvides, Kaushik Roy, Khoa Luu:
Fairness in Visual Clustering: A Novel Transformer Clustering Approach. CoRR abs/2304.07408 (2023) - 2022
- [i51]Fangyi Chen, Han Zhang, Zaiwang Li, Jiachen Dou, Shentong Mo, Hao Chen, Yongxin Zhang, Uzair Ahmed, Chenchen Zhu, Marios Savvides:
Unitail: Detecting, Reading, and Matching in Retail Scene. CoRR abs/2204.00298 (2022) - [i50]Ran Tao, Han Zhang, Yutong Zheng, Marios Savvides:
Powering Finetuning in Few-shot Learning: Domain-Agnostic Feature Adaptation with Rectified Class Prototypes. CoRR abs/2204.03749 (2022) - [i49]Yidong Wang, Hao Chen, Qiang Heng, Wenxin Hou, Yue Fan, Zhen Wu, Marios Savvides, Takahiro Shinozaki, Bhiksha Raj, Bernt Schiele:
FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning. CoRR abs/2205.07246 (2022) - [i48]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:
USB: A Unified Semi-supervised Learning Benchmark. CoRR abs/2208.07204 (2022) - [i47]Hao Chen, Ran Tao, Han Zhang, Yidong Wang, Wei Ye, Jindong Wang, Guosheng Hu, Marios Savvides:
Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets. CoRR abs/2208.07463 (2022) - [i46]Thanh-Dat Truong, Chi Nhan Duong, Ngan Le, Marios Savvides, Khoa Luu:
Vec2Face-v2: Unveil Human Faces from their Blackbox Features via Attention-based Network in Face Recognition. CoRR abs/2209.04920 (2022) - [i45]Fangyi Chen, Han Zhang, Kai Hu, Yu-Kai Huang, Chenchen Zhu, Marios Savvides:
Enhanced Training of Query-Based Object Detection via Selective Query Recollection. CoRR abs/2212.07593 (2022) - 2021
- [i44]Zhiqiang Shen, Zechun Liu, Jie Qin, Marios Savvides, Kwang-Ting Cheng:
Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning. CoRR abs/2102.03983 (2021) - [i43]Zhiqiang Shen, Zechun Liu, Jie Qin, Lei Huang, Kwang-Ting Cheng, Marios Savvides:
S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration. CoRR abs/2102.08946 (2021) - [i42]Chenchen Zhu, Fangyi Chen, Uzair Ahmed, Zhiqiang Shen, Marios Savvides:
Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection. CoRR abs/2103.01903 (2021) - [i41]Yutong Zheng, Yu-Kai Huang, Ran Tao, Zhiqiang Shen, Marios Savvides:
Unsupervised Disentanglement of Linear-Encoded Facial Semantics. CoRR abs/2103.16605 (2021) - [i40]Zhiqiang Shen, Zechun Liu, Dejia Xu, Zitian Chen, Kwang-Ting Cheng, Marios Savvides:
Is Label Smoothing Truly Incompatible with Knowledge Distillation: An Empirical Study. CoRR abs/2104.00676 (2021) - [i39]Ngan Le, Vidhiwar Singh Rathour, Kashu Yamazaki, Khoa Luu, Marios Savvides:
Deep Reinforcement Learning in Computer Vision: A Comprehensive Survey. CoRR abs/2108.11510 (2021) - 2020
- [i38]Han Zhang, Fangyi Chen, Zhiqiang Shen, Qiqi Hao, Chenchen Zhu, Marios Savvides:
Solving Missing-Annotation Object Detection with Background Recalibration Loss. CoRR abs/2002.05274 (2020) - [i37]Zechun Liu, Zhiqiang Shen, Marios Savvides, Kwang-Ting Cheng:
ReActNet: Towards Precise Binary Neural Network with Generalized Activation Functions. CoRR abs/2003.03488 (2020) - [i36]Zhiqiang Shen, Zechun Liu, Zhuang Liu, Marios Savvides, Trevor Darrell:
Rethinking Image Mixture for Unsupervised Visual Representation Learning. CoRR abs/2003.05438 (2020) - [i35]Devesh Walawalkar, Zhiqiang Shen, Zechun Liu, Marios Savvides:
Attentive CutMix: An Enhanced Data Augmentation Approach for Deep Learning Based Image Classification. CoRR abs/2003.13048 (2020) - [i34]Hai Phan, Zechun Liu, Dang Huynh, Marios Savvides, Kwang-Ting Cheng, Zhiqiang Shen:
Binarizing MobileNet via Evolution-based Searching. CoRR abs/2005.06305 (2020) - [i33]Zhiqiang Shen, Marios Savvides:
MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. CoRR abs/2009.08453 (2020) - [i32]Devesh Walawalkar, Zhiqiang Shen, Marios Savvides:
Online Ensemble Model Compression using Knowledge Distillation. CoRR abs/2011.07449 (2020) - [i31]Ngan Le, Kashu Yamazaki, Dat T. Truong, Kha Gia Quach, Marios Savvides:
A Multi-task Contextual Atrous Residual Network for Brain Tumor Detection & Segmentation. CoRR abs/2012.02073 (2020) - [i30]Ngan Le, Trung Le, Kashu Yamazaki, Toan Duc Bui, Khoa Luu, Marios Savvides:
Offset Curves Loss for Imbalanced Problem in Medical Segmentation. CoRR abs/2012.02463 (2020) - 2019
- [i29]Chenchen Zhu, Yihui He, Marios Savvides:
Feature Selective Anchor-Free Module for Single-Shot Object Detection. CoRR abs/1903.00621 (2019) - [i28]Raied Aljadaany, Dipan K. Pal, Marios Savvides:
Proximal Splitting Networks for Image Restoration. CoRR abs/1903.07154 (2019) - [i27]Hai Phan, Dang Huynh, Yihui He, Marios Savvides, Zhiqiang Shen:
MoBiNet: A Mobile Binary Network for Image Classification. CoRR abs/1907.12629 (2019) - [i26]Zhiqiang Shen, Zhankui He, Wanyun Cui, Jiahui Yu, Yutong Zheng, Chenchen Zhu, Marios Savvides:
Adversarial-Based Knowledge Distillation for Multi-Model Ensemble and Noisy Data Refinement. CoRR abs/1908.08520 (2019) - [i25]Zhiqiang Shen, Harsh Maheshwari, Weichen Yao, Marios Savvides:
SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses. CoRR abs/1911.02559 (2019) - [i24]Dipan K. Pal, Marios Savvides:
Learning Non-Parametric Invariances from Data with Permanent Random Connectomes. CoRR abs/1911.05266 (2019) - [i23]Dipan K. Pal, Sreena Nallamothu, Marios Savvides:
Towards a Hypothesis on Visual Transformation based Self-Supervision. CoRR abs/1911.10594 (2019) - [i22]Chenchen Zhu, Fangyi Chen, Zhiqiang Shen, Marios Savvides:
Soft Anchor-Point Object Detection. CoRR abs/1911.12448 (2019) - 2018
- [i21]Dipan K. Pal, Marios Savvides:
Non-Parametric Transformation Networks. CoRR abs/1801.04520 (2018) - [i20]Chenchen Zhu, Ran Tao, Khoa Luu, Marios Savvides:
Seeing Small Faces from Robust Anchor's Perspective. CoRR abs/1802.09058 (2018) - [i19]Yutong Zheng, Dipan K. Pal, Marios Savvides:
Ring loss: Convex Feature Normalization for Face Recognition. CoRR abs/1803.00130 (2018) - [i18]Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides:
Perturbative Neural Networks. CoRR abs/1806.01817 (2018) - [i17]Yihui He, Xiangyu Zhang, Marios Savvides, Kris Kitani:
Softer-NMS: Rethinking Bounding Box Regression for Accurate Object Detection. CoRR abs/1809.08545 (2018) - [i16]T. Hoang Ngan Le, Raajitha Gummadi, Marios Savvides:
Deep Recurrent Level Set for Segmenting Brain Tumors. CoRR abs/1810.04752 (2018) - [i15]Rahul Dey, Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides:
RankGAN: A Maximum Margin Ranking GAN for Generating Faces. CoRR abs/1812.08196 (2018) - 2017
- [i14]Dipan K. Pal, Vishnu Naresh Boddeti, Marios Savvides:
Emergence of Selective Invariance in Hierarchical Feed Forward Networks. CoRR abs/1701.08837 (2017) - [i13]Dipan K. Pal, Marios Savvides:
How ConvNets model Non-linear Transformations. CoRR abs/1702.07664 (2017) - [i12]Chi Nhan Duong, Kha Gia Quach, Khoa Luu, T. Hoang Ngan Le, Marios Savvides:
Temporal Non-Volume Preserving Approach to Facial Age-Progression and Age-Invariant Face Recognition. CoRR abs/1703.08617 (2017) - [i11]T. Hoang Ngan Le, Kha Gia Quach, Khoa Luu, Marios Savvides, Chenchen Zhu:
Reformulating Level Sets as Deep Recurrent Neural Network Approach to Semantic Segmentation. CoRR abs/1704.03593 (2017) - [i10]T. Hoang Ngan Le, Chi Nhan Duong, Ligong Han, Khoa Luu, Marios Savvides, Dipan K. Pal:
Deep Contextual Recurrent Residual Networks for Scene Labeling. CoRR abs/1704.03594 (2017) - [i9]Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides:
Gang of GANs: Generative Adversarial Networks with Maximum Margin Ranking. CoRR abs/1704.04865 (2017) - [i8]Chandrasekhar Bhagavatula, Chenchen Zhu, Khoa Luu, Marios Savvides:
Faster Than Real-time Facial Alignment: A 3D Spatial Transformer Network Approach in Unconstrained Poses. CoRR abs/1707.05653 (2017) - [i7]Dipan K. Pal, Ashwin A. Kannan, Gautam Arakalgud, Marios Savvides:
Max-Margin Invariant Features from Transformed Unlabeled Data. CoRR abs/1710.08585 (2017) - [i6]Pokkalla Harsha Vardhan, Kunal Sekhri, Dipan K. Pal, Marios Savvides:
Class Correlation affects Single Object Localization using Pre-trained ConvNets. CoRR abs/1710.09685 (2017) - [i5]Chi Nhan Duong, Kha Gia Quach, Khoa Luu, T. Hoang Ngan Le, Marios Savvides:
Learning from Longitudinal Face Demonstration - Where Tractable Deep Modeling Meets Inverse Reinforcement Learning. CoRR abs/1711.10520 (2017) - 2016
- [i4]Chenchen Zhu, Yutong Zheng, Khoa Luu, Marios Savvides:
CMS-RCNN: Contextual Multi-Scale Region-based CNN for Unconstrained Face Detection. CoRR abs/1606.05413 (2016) - [i3]Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides:
Local Binary Convolutional Neural Networks. CoRR abs/1608.06049 (2016) - [i2]Yutong Zheng, Chenchen Zhu, Khoa Luu, Chandrasekhar Bhagavatula, T. Hoang Ngan Le, Marios Savvides:
Towards a Deep Learning Framework for Unconstrained Face Detection. CoRR abs/1612.05322 (2016) - 2015
- [i1]Dipan K. Pal, Marios Savvides:
Unitary-Group Invariant Kernels and Features from Transformed Unlabeled Data. CoRR abs/1511.05943 (2015)
Coauthor Index
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