Spatial frequency domain image processing for biometric recognition. - B. V. K. Vijaya Kumar; Chunyan Xie; Marios Savvides; Krithika Venkataramani (ICIP (1), 2002)

Quad Phase Minimum Average Correlation Energy Filters for Reduced Memory Illumination Tolerant Face Authentication. - Marios Savvides; B. V. K. Vijaya Kumar (AVBPA, 2003)

Illumination Normalization Using Logarithm Transforms for Face Authentication. - Marios Savvides; B. V. K. Vijaya Kumar (AVBPA, 2003)

Efficient Design of Advanced Correlation Filters for Robust Distortion-Tolerant Face Recognition. - Marios Savvides; B. V. K. Vijaya Kumar (AVSS, 2003)

Incremental updating of advanced correlation filters for biometric authentication systems. - Marios Savvides; Krithika Venkataramani; B. V. K. Vijaya Kumar (ICME, 2003)

"Corefaces" - Robust Shift Invariant PCA Based Correlation Filter for Illumination Tolerant Face Recognition. - Marios Savvides; B. V. K. Vijaya Kumar; Pradeep K. Khosla (CVPR (2), 2004)

"Eigenphases vs. Eigenfaces". - Marios Savvides; B. V. K. Vijaya Kumar; Pradeep K. Khosla (ICPR (3), 2004)

Cancelable Biometric Filters for Face Recognition. - Marios Savvides; B. V. K. Vijaya Kumar; Pradeep K. Khosla (ICPR (3), 2004)

Determination of Pose Angle of Face using Dynamic Space Warping (DSW). - B. Yegnanarayana 001; Anil Kumar Sao; B. V. K. Vijaya Kumar; Marios Savvides (ITCC (1), 2004)

Kernel Correlation Filter Based Redundant Class-Dependence Feature Analysis (KCFA) on FRGC2.0 Data. - Chunyan Xie; Marios Savvides; B. V. K. Vijaya Kumar (AMFG, 2005)

Automatic Eye-Level Height System for Face and Iris Recognition Systems. - Ramzi Abiantun; Marios Savvides; Pradeep K. Khosla (AutoID, 2005)

PCA vs. Automatically Pruned Wavelet-Packet PCA for Illumination Tolerant Face Recognition. - Ramamurthy Bhagavatula; Marios Savvides (AutoID, 2005)

Gaussian Mixture Models Based on the Frequency Spectra for Human Identification and Illumination Classification. - Sinjini Mitra; Marios Savvides (AutoID, 2005)

Real-Time Face Verification System on a Cell-Phone Using Advanced Correlation Filters. - Chee Kiat Ng; Marios Savvides; Pradeep K. Khosla (AutoID, 2005)

A One Bit Facial Asymmetry Code (FAC) in Fourier Domain for Human Recognition. - Sinjini Mitra; Marios Savvides; B. V. K. Vijaya Kumar (AVBPA, 2005)

Robust Face Recognition Using Advanced Correlation Filters with Bijective-Mapping Preprocessing. - Marios Savvides; Chunyan Xie; Nancy Chu; B. V. K. Vijaya Kumar; Christine Podilchuk; Ankur Patel; Ashwath Harthattu; Richard J. Mammone (AVBPA, 2005)

Performance Evaluation of Face Recognition using Visual and Thermal Imagery with Advanced Correlation Filters. - Jingu Heo; Marios Savvides; B. V. K. Vijaya Kumar (CVPR Workshops, 2005)

Redundant Class-Dependence Feature Analysis Based on Correlation Filters Using FRGC2.0 Data. - Chunyan Xie; Marios Savvides; B. V. K. Vijaya Kumar (CVPR Workshops, 2005)

Eigen and Fisher-Fourier Spectra for Shift Invariant Pose-Tolerant Face Recognition. - Ramamurthy Bhagavatula; Marios Savvides (ICAPR (2), 2005)

Illumination Tolerant Face Recognition Using Phase-Only Support Vector Machines in the Frequency Domain. - Jingu Heo; Marios Savvides; B. V. K. Vijaya Kumar (ICAPR (2), 2005)

Modeling Phase Spectra Using Gaussian Mixture Models for Human Face Identification. - Sinjini Mitra; Marios Savvides; Anthony Brockwell (ICAPR (2), 2005)

Analyzing asymmetry biometric in the frequency domain for face recognition. - Sinjini Mitra; Marios Savvides (ICASSP (2), 2005)

Quaternion Correlation Filters for Face Recognition in Wavelet Domain. - Chunyan Xie; Marios Savvides; B. V. K. Vijaya Kumar (ICASSP (2), 2005)

Verification of Biometric Palmprint Patterns Using Optimal Trade-Off Filter Classifiers. - Pablo Hennings; Marios Savvides; B. V. K. Vijaya Kumar (ICIAR, 2005)

Advanced Correlation Filters for Face Recognition Using Low-Resolution Visual and Thermal Imagery. - Jingu Heo; Marios Savvides; B. V. K. Vijaya Kumar (ICIAR, 2005)

Facial Asymmetry: A New Robust Biometric in the Frequency Domain. - Sinjini Mitra; Marios Savvides; B. V. K. Vijaya Kumar (ICIAR, 2005)

Robust Iris Recognition Using Advanced Correlation Techniques. - Jason Thornton; Marios Savvides; B. V. K. Vijaya Kumar (ICIAR, 2005)

Facial Asymmetry in Frequency Domain: The "Phase" Connection. - Sinjini Mitra; Marios Savvides; B. V. K. Vijaya Kumar (PReMI, 2005)

Hiding phase-quantized biometrics: a case of steganography for reduced-complexity correlation filter classifiers. - Pablo Hennings; Marios Savvides; B. V. K. Vijaya Kumar (Security, Steganography, and Watermarking of Multimedia Contents, 2005)

Estimating Mixing Factors Simultaneously in Multilinear Tensor Decomposition for Robust Face Recognition and Synthesis. - Sung Won Park; Marios Savvides (CVPR Workshops, 2006)

Partial & Holistic Face Recognition on FRGC-II data using Support Vector Machine. - Marios Savvides; Ramzi Abiantun; Jingu Heo; S. Park; Chunyan Xie; B. V. K. Vijaya Kumar (CVPR Workshops, 2006)

Comparison of Feature Space Methods for Face Recognition. - Chunyan Xie; Marios Savvides; B. V. K. Vijaya Kumar (CVPR Workshops, 2006)

Using Feature Combination and Statistical Resampling for Accurate Face Recognition Based on Frequency Domain Representation of Facial Asymmetry. - Sinjini Mitra; Marios Savvides (FGR, 2006)

Face Recognition with Kernel Correlation Filters on a Large Scale Database. - Jingu Heo; Marios Savvides; Ramzi Abiantun; Chunyan Xie; B. V. K. Vijaya Kumar (ICASSP (2), 2006)

Illumination Tolerant Face Recognition Using a Novel Face From Sketch Synthesis Approach and Advanced Correlation Filters. - Yung-hui Li; Marios Savvides; Vijayakumar Bhagavatula (ICASSP (2), 2006)

Improved Human Face Identification Using Frequency Domain Representation of Facial Asymmetry. - Sinjini Mitra; Marios Savvides (ICASSP (2), 2006)

Class Dependent Kernel Discrete Cosine Transform Features for Enhanced Holistic Face Recognition in FRGC-II. - Marios Savvides; Jingu Heo; Ramzi Abiantun; Chunyan Xie; B. V. K. Vijaya Kumar (ICASSP (2), 2006)

The Role of Statistical Models in Biometric Authentication. - Sinjini Mitra; Marios Savvides; Anthony Brockwell (ICB, 2006)

Face Recognition from Sketches Using Advanced Correlation Filters Using Hybrid Eigenanalysis for Face Synthesis. - Yung-hui Li; Marios Savvides; Vijayakumar Bhagavatula (ICEIS (5), 2006)

Human Face Identification from Video Based on Frequency Domain Asymmetry Representation Using Hidden Markov Models. - Sinjini Mitra; Marios Savvides; B. V. K. Vijaya Kumar (MRCS, 2006)

Tensor Factorization by Simultaneous Estimation of Mixing Factors for Robust Face Recognition and Synthesis. - Sung Won Park; Marios Savvides (MRCS, 2006)

Large Scale Face Recognition with Kernel Correlation Feature Analysis with Support Vector Machines. - Jingu Heo; Marios Savvides; B. V. K. Vijaya Kumar (PRIS, 2006)

Correlation Pattern Recognition for Face Recognition. - Bhagavatula V. K. Vijaya Kumar; Marios Savvides; Chunyan Xie (Proc. IEEE, 2006)

Face identification using novel frequency-domain representation of facial asymmetry. - Sinjini Mitra; Marios Savvides; B. V. K. Vijaya Kumar (IEEE Trans. Inf. Forensics Secur., 2006)

Palmprint Recognition with Multiple Correlation Filters Using Edge Detection for Class-Specific Segmentation. - Pablo Hennings; Marios Savvides; B. V. K. Vijaya Kumar (AutoID, 2007)

Graphical Model Approach to Iris Matching Under Deformation and Occlusion. - Ryan A. Kerekes; Narayanaswamy Balakrishnan; Jason Thornton; Marios Savvides; B. V. K. Vijaya Kumar (CVPR, 2007)

Kernel Fukunaga-Koontz Transform Subspaces For Enhanced Face Recognition. - Yung-hui Li; Marios Savvides (CVPR, 2007)

Generalized Low Dimensional Feature Subspace for Robust Face Recognition on Unseen datasets using Kernel Correlation Feature Analysis. - Ramzi Abiantun; Marios Savvides; B. V. K. Vijaya Kumar (ICASSP (1), 2007)

Analyzing Facial Images using Empirical Mode Decomposition for Illumination Artifact Removal and Improved Face Recognition. - Ramamurthy Bhagavatula; Marios Savvides (ICASSP (1), 2007)

Breaking the Limitation of Manifold Analysis for Super-Resolution of Facial Images. - Sung Won Park; Marios Savvides (ICASSP (1), 2007)

Statistical Performance Evaluation of Biometric Authentication Systems Using Random Effects Models. - Sinjini Mitra; Marios Savvides; Anthony Brockwell (IEEE Trans. Pattern Anal. Mach. Intell., 2007)

Correction to "Statistical Performance Evaluation of Biometric Authentication Systems Using Random Effects Models". - Sinjini Mitra; Marios Savvides; Anthony Brockwell (IEEE Trans. Pattern Anal. Mach. Intell., 2007)

A Bayesian Approach to Deformed Pattern Matching of Iris Images. - Jason Thornton; Marios Savvides; B. V. K. Vijaya Kumar (IEEE Trans. Pattern Anal. Mach. Intell., 2007)

Palmprint Classification Using Multiple Advanced Correlation Filters and Palm-Specific Segmentation. - Pablo H. Hennings-Yeomans; B. V. K. Vijaya Kumar; Marios Savvides (IEEE Trans. Inf. Forensics Secur., 2007)

Individual Kernel Tensor-Subspaces for Robust Face Recognition: A Computationally Efficient Tensor Framework Without Requiring Mode Factorization. - Sung Won Park; Marios Savvides (IEEE Trans. Syst. Man Cybern. Part B, 2007)

Boosted multi image features for improved face detection. - Ramzi Abiantun; Marios Savvides (AIPR, 2008)

Tear-duct detector for identifying left versus right iris images. - Ramzi Abiantun; Marios Savvides (AIPR, 2008)

Investigating useful and distinguishing features around the eyelash region. - Yung-hui Li; Marios Savvides; Tsuhan Chen (AIPR, 2008)

Fractal encoding of low resolution iris imagery for improved matching. - Theodore Trebaol; Marios Savvides (AIPR, 2008)

3D face econstruction from a single 2D face image. - Sung Won Park; Jingu Heo; Marios Savvides (CVPR Workshops, 2008)

Noise robust speaker identification using Bhattacharyya distance in adapted Gaussian models space. - Kshitiz Kumar; Qi Wu 014; Yiming Wang; Marios Savvides (EUSIPCO, 2008)

Evaluating Active Shape Models for Eye-Shape Classification. - Shuvra Bhat; Marios Savvides (ICASSP, 2008)

Face Recognition Across Pose Using View Based Active Appearance Models (VBAAMs) on CMU Multi-PIE Dataset. - Jingu Heo; Marios Savvides (ICVS, 2008)

Communication-Aware Face Detection Using Noc Architecture. - Hung-Chih Lai; Radu Marculescu; Marios Savvides; Tsuhan Chen (ICVS, 2008)

Minimizing the number of bits needed for iris recognition via Bit Inconsistency and GRIT. - Gerry V. Dozier; Kurt Frederiksen; Robert Meeks; Marios Savvides; Kelvin S. Bryant; Darlene Hopes; Taihei Munemoto (CIB, 2009)

Automatic iris mask refinement for high performance iris recognition. - Yung-hui Li; Marios Savvides (CIB, 2009)

Biometric data hiding: A 3 factor authentication approach to verify identity with a single image using steganography, encryption and matching. - Neha Agrawal; Marios Savvides (CVPR Workshops, 2009)

In between 3D Active Appearance Models and 3D Morphable Models. - Jingu Heo; Marios Savvides (CVPR Workshops, 2009)

A pixel-wise, learning-based approach for occlusion estimation of iris images in polar domain. - Yung-hui Li; Marios Savvides (ICASSP, 2009)

Iris Template Extraction Via Bit Inconsistency and GRIT. - Gerry Vernon Dozier; Marios Savvides; Kelvin S. Bryant; Taihei Munemoto; Karl Ricanek; Damon L. Woodard (Encyclopedia of Biometrics, 2009)

Automatic Classification of Left/Right Iris Image. - Yung-hui Li; Marios Savvides (Encyclopedia of Biometrics, 2009)

Iris Recognition, Overview. - Yung-hui Li; Marios Savvides (Encyclopedia of Biometrics, 2009)

Iris Super-Resolution. - Yung-hui Li; Marios Savvides (Encyclopedia of Biometrics, 2009)

Iris Recognition Using Correlation Filters. - Yung-hui Li; Marios Savvides; Jason Thornton; B. V. K. Vijaya Kumar (Encyclopedia of Biometrics, 2009)

Iris Segmentation Using Active Contours. - Sung Won Park; Marios Savvides (Encyclopedia of Biometrics, 2009)

An exploration of gender identification using only the periocular region. - Jameson Merkow; Brendan Jou; Marios Savvides (BTAS, 2010)

CUDA accelerated iris template matching on Graphics Processing Units (GPUs). - Nicholas A. Vandal; Marios Savvides (BTAS, 2010)

Robust local binary pattern feature sets for periocular biometric identification. - Juefei Xu; Miriam Cha; Joseph Heyman; Shreyas Venugopalan; Ramzi Abiantun; Marios Savvides (BTAS, 2010)

An extension of multifactor analysis for face recognition based on submanifold learning. - Sung Won Park; Marios Savvides (CVPR, 2010)

Automatic Facial Landmark Tracking in Video Sequences Using Kalman Filter Assisted Active Shape Models. - Utsav Prabhu; Keshav Seshadri; Marios Savvides (ECCV Workshops (1), 2010)

Unconstrained Biometric Identification: Emerging Technologies. - Marios Savvides; Karl Ricanek Jr.; Damon L. Woodard; Gerry V. Dozier (Computer, 2010)

A Multifactor Extension of Linear Discriminant Analysis for Face Recognition under Varying Pose and Illumination. - Sung Won Park; Marios Savvides (EURASIP J. Adv. Signal Process., 2010)

Unconstrained Iris Acquisition and Recognition Using COTS PTZ Camera. - Shreyas Venugopalan; Marios Savvides (EURASIP J. Adv. Signal Process., 2010)

Radio Frequency cardiopulmonary waveform for subject identification. - Marc O. Griofa; Rebecca Blue; Robert Friedman; Aaron Jaech; Madhusudan Bhagavatula; Siying D. Hu; Marios Savvides (ACSCC, 2011)

Session WA5b: Biometrics. - Marios Savvides (ACSCC, 2011)

Multifactor analysis based on factor-dependent geometry. - Sung Won Park; Marios Savvides (CVPR, 2011)

Preliminary feasibility analysis of remote subject identification during hemodynamic monitoring by Radio Frequency Impedance. - Marc O. Griofa; Rebecca S. Blue; Robert Friedman; Philip Hamski; Madhusudan Bhagavatula; Aaron Jaech; Si Ying Diana Hu; Marios Savvides (EMBC, 2011)

Rapid 3D face modeling using a frontal face and a profile face for accurate 2D pose synthesis. - Jingu Heo; Marios Savvides (FG, 2011)

The multifactor extension of Grassmann manifolds for face recognition. - Sung Won Park; Marios Savvides (FG, 2011)

Generic 3D face pose estimation using facial shapes. - Jingu Heo; Marios Savvides (IJCB, 2011)

Fusion of region-based representations for gender identification. - Si Ying Diana Hu; Brendan Jou; Aaron Jaech; Marios Savvides (IJCB, 2011)

Investigating age invariant face recognition based on periocular biometrics. - Felix Juefei-Xu; Khoa Luu; Marios Savvides; Tien D. Bui; Ching Y. Suen (IJCB, 2011)

Contourlet appearance model for facial age estimation. - Khoa Luu; Keshav Seshadri; Marios Savvides; Tien D. Bui; Ching Y. Suen (IJCB, 2011)

Long range iris acquisition system for stationary and mobile subjects. - Shreyas Venugopalan; Unni Prasad; Khalid Harun; Kyle Neblett; Douglas Toomey; Joseph Heyman; Marios Savvides (IJCB, 2011)

CUDA accelerated illumination preprocessing on GPUs. - Nicholas A. Vandal; Marios Savvides (DSP, 2011)

Can your eyebrows tell me who you are? - Felix Juefei-Xu; Marios Savvides (ICSPCS, 2011)

An analysis of facial shape and texture for recognition: A large scale evaluation on FRGC ver2.0. - Ramzi Abiantun; Utsav Prabhu; Keshav Seshadri; Jingu Heo; Marios Savvides (WACV, 2011)

Unconstrained Pose-Invariant Face Recognition Using 3D Generic Elastic Models. - Utsav Prabhu; Jingu Heo; Marios Savvides (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

How to Generate Spoofed Irises From an Iris Code Template. - Shreyas Venugopalan; Marios Savvides (IEEE Trans. Inf. Forensics Secur., 2011)

Hallucinating faces in the dark. - Sasikanth Bendapudi; Khoa Luu; Marios Savvides (BTAS, 2012)

Gait-ID on the move: Pace independent human identification using cell phone accelerometer dynamics. - Felix Juefei-Xu; Chandrasekhar Bhagavatula; Aaron Jaech; Unni Prasad; Marios Savvides (BTAS, 2012)

A facial aging approach to identification of identical twins. - T. Hoang Ngan Le; Khoa Luu; Keshav Seshadri; Marios Savvides (BTAS, 2012)

A robust approach to facial ethnicity classification on large scale face databases. - Yiting Xie; Khoa Luu; Marios Savvides (BTAS, 2012)

Biometric identification of cardiosynchronous waveforms utilizing person specific continuous and discrete wavelet transform features. - Chandrasekhar Bhagavatula; Shreyas Venugopalan; Rebecca Blue; Robert Friedman; Marc O. Griofa; Marios Savvides; B. V. K. Vijaya Kumar (EMBC, 2012)

Classification of cardiosynchronous waveforms by projection to a Legendre Polynomial sub-space. - Aaron Jaech; Rebecca Blue; Robert Friedman; Marc O. Griofa; Marios Savvides; B. V. K. Vijaya Kumar (EMBC, 2012)

Automatic segmentation of cardiosynchronous waveforms using cepstral analysis and continuous wavelet transforms. - Chandrasekhar Bhagavatula; Aaron Jaech; Marios Savvides; Vijayakumar Bhagavatula; Robert Friedman; Rebecca Blue; Marc O. Griofa (ICIP, 2012)

Second-degree correlation surface features from Optimal Trade-off Synthetic Discriminant Function filters for subject identification using radio frequency cardiosynchronous waveforms. - Madhusudan Bhagavatula; Marios Savvides; Vijayakumar Bhagavatula; Robert Friedman; Rebecca Blue; Marc O. Griofa (ICIP, 2012)

A novel energy based filter for cross-blink eye detection. - T. Hoang Ngan Le; Khoa Luu; Utsav Prabhu; Marios Savvides (ICIP, 2012)

Beard and mustache segmentation using sparse classifiers on self-quotient images. - T. Hoang Ngan Le; Khoa Luu; Keshav Seshadri; Marios Savvides (ICIP, 2012)

Facecut - a robust approach for facial feature segmentation. - Khoa Luu; T. Hoang Ngan Le; Keshav Seshadri; Marios Savvides (ICIP, 2012)

Compressed Submanifold Multifactor Analysis with adaptive factor structures. - Khoa Luu; Marios Savvides; Tien D. Bui; Ching Y. Suen (ICPR, 2012)

Unconstrained periocular biometric acquisition and recognition using COTS PTZ camera for uncooperative and non-cooperative subjects. - Felix Juefei-Xu; Marios Savvides (WACV, 2012)

Gender and Ethnicity Specific Generic Elastic Models from a Single 2D Image for Novel 2D Pose Face Synthesis and Recognition. - Jingu Heo; Marios Savvides (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

3-D Generic Elastic Models for Fast and Texture Preserving 2-D Novel Pose Synthesis. - Jingu Heo; Marios Savvides (IEEE Trans. Inf. Forensics Secur., 2012)

An Analysis of the Sensitivity of Active Shape Models to Initialization When Applied to Automatic Facial Landmarking. - Keshav Seshadri; Marios Savvides (IEEE Trans. Inf. Forensics Secur., 2012)

An image statistics approach towards efficient and robust refinement for landmarks on facial boundary. - Felix Juefei-Xu; Marios Savvides (BTAS, 2013)

An Augmented Linear Discriminant Analysis Approach for Identifying Identical Twins with the Aid of Facial Asymmetry Features. - Felix Juefei-Xu; Marios Savvides (CVPR Workshops, 2013)

An Automatic Iris Occlusion Estimation Method Based on High-Dimensional Density Estimation. - Yung-hui Li; Marios Savvides (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

SparCLeS: Dynamic 퓁 1 Sparse Classifiers With Level Sets for Robust Beard/Moustache Detection and Segmentation. - T. Hoang Ngan Le; Khoa Luu; Marios Savvides (IEEE Trans. Image Process., 2013)

Application of Correlation Filters for Iris Recognition. - B. V. K. Vijaya Kumar; Jason Thornton; Marios Savvides; Vishnu Naresh Boddeti; Jonathon M. Smereka (Handbook of Iris Recognition, 2013)

Iris Spoofing: Reverse Engineering the Daugman Feature Encoding Scheme. - Shreyas Venugopalan; Marios Savvides (Handbook of Iris Recognition, 2013)

Distributed class dependent feature analysis - A big data approach. - Khoa Luu; Chenchen Zhu; Marios Savvides (IEEE BigData, 2014)

Hallucinating the Full Face from the Periocular Region via Dimensionally Weighted K-SVD. - Felix Juefei-Xu; Dipan K. Pal; Marios Savvides (CVPR Workshops, 2014)

Weight-Optimal Local Binary Patterns. - Felix Juefei-Xu; Marios Savvides (ECCV Workshops (2), 2014)

Facial Ethnic Appearance Synthesis. - Felix Juefei-Xu; Marios Savvides (ECCV Workshops (2), 2014)

A novel eyebrow segmentation and eyebrow shape-based identification. - T. Hoang Ngan Le; Utsav Prabhu; Marios Savvides (IJCB, 2014)

Sparse Feature Extractionfor Pose-Tolerant Face Recognition. - Ramzi Abiantun; Utsav Prabhu; Marios Savvides (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

Analysis of Low-Dimensional Radio-Frequency Impedance-Based Cardio-Synchronous Waveforms for Biometric Authentication. - Shreyas Venugopalan; Marios Savvides; Marc O. Griofa; Ken Cohen (IEEE Trans. Biomed. Eng., 2014)

Subspace-Based Discrete Transform Encoded Local Binary Patterns Representations for Robust Periocular Matching on NIST's Face Recognition Grand Challenge. - Felix Juefei-Xu; Marios Savvides (IEEE Trans. Image Process., 2014)

Pokerface: Partial order keeping and energy repressing method for extreme face illumination normalization. - Felix Juefei-Xu; Marios Savvides (BTAS, 2015)

NIR-VIS heterogeneous face recognition via cross-spectral joint dictionary learning and reconstruction. - Felix Juefei-Xu; Dipan K. Pal; Marios Savvides (CVPR Workshops, 2015)

A preliminary investigation on the sensitivity of COTS face recognition systems to forensic analyst-style face processing for occlusions. - Felix Juefei-Xu; Dipan K. Pal; Karanhaar Singh; Marios Savvides (CVPR Workshops, 2015)

Driver cell phone usage detection on Strategic Highway Research Program (SHRP2) face view videos. - Keshav Seshadri; Felix Juefei-Xu; Dipan K. Pal; Marios Savvides; Craig P. Thor (CVPR Workshops, 2015)

Electromyograph and keystroke dynamics for spoof-resistant biometric authentication. - Shreyas Venugopalan; Felix Juefei-Xu; Benjamin Cowley 002; Marios Savvides (CVPR Workshops, 2015)

Fast and robust self-training beard/moustache detection and segmentation. - T. Hoang Ngan Le; Khoa Luu; Marios Savvides (ICB, 2015)

IRIS super-resolution via nonparametric over-complete dictionary learning. - Raied Aljadaany; Khoa Luu; Shreyas Venugopalan; Marios Savvides (ICIP, 2015)

Pareto-optimal discriminant analysis. - Felix Juefei-Xu; Marios Savvides (ICIP, 2015)

Single face image super-resolution via solo dictionary learning. - Felix Juefei-Xu; Marios Savvides (ICIP, 2015)

Encoding and decoding local binary patterns for harsh face illumination normalization. - Felix Juefei-Xu; Marios Savvides (ICIP, 2015)

A robust contour sampling and tensor-based approach to facial beard and mustache shape segmentation and matching. - Karanhaar Singh; Khoa Luu; T. Hoang Ngan Le; Marios Savvides (ICIP, 2015)

Investigating the feasibility of image-based nose biometrics. - Niv Zehngut; Felix Juefei-Xu; Rishabh Bardia; Dipan K. Pal; Chandrasekhar Bhagavatula; Marios Savvides (ICIP, 2015)

Unitary-Group Invariant Kernels and Features from Transformed Unlabeled Data. - Dipan K. Pal; Marios Savvides (CoRR, 2015)

Facial aging and asymmetry decomposition based approaches to identification of twins. - T. Hoang Ngan Le; Keshav Seshadri; Khoa Luu; Marios Savvides (Pattern Recognit., 2015)

Spartans: Single-Sample Periocular-Based Alignment-Robust Recognition Technique Applied to Non-Frontal Scenarios. - Felix Juefei-Xu; Khoa Luu; Marios Savvides (IEEE Trans. Image Process., 2015)

Iris Template Extraction Via Bit Inconsistency and GRIT. - Gerry Vernon Dozier; Marios Savvides; Kelvin S. Bryant; Taihei Munemoto; Karl Ricanek; Damon L. Woodard (Encyclopedia of Biometrics, 2015)

Automatic Classification of Left/Right Iris Image. - Yung-hui Li; Marios Savvides (Encyclopedia of Biometrics, 2015)

Iris Recognition, Overview. - Yung-hui Li; Marios Savvides (Encyclopedia of Biometrics, 2015)

Iris Super-Resolution. - Yung-hui Li; Marios Savvides (Encyclopedia of Biometrics, 2015)

Iris Recognition Using Correlation Filters. - Yung-hui Li; Marios Savvides; Jason Thornton; B. V. K. Vijaya Kumar (Encyclopedia of Biometrics, 2015)

Iris Segmentation Using Active Contours. - Sung Won Park; Marios Savvides (Encyclopedia of Biometrics, 2015)

Learning to Invert Local Binary Patterns. - Felix Juefei-Xu; Marios Savvides (BMVC, 2016)

Fastfood dictionary learning for periocular-based full face hallucination. - Felix Juefei-Xu; Marios Savvides (BTAS, 2016)

Towards a deep learning framework for unconstrained face detection. - Yutong Zheng; Chenchen Zhu; Khoa Luu; Chandrasekhar Bhagavatula; T. Hoang Ngan Le; Marios Savvides (BTAS, 2016)

DeepGender: Occlusion and Low Resolution Robust Facial Gender Classification via Progressively Trained Convolutional Neural Networks with Attention. - Felix Juefei-Xu; Eshan Verma; Parag Goel; Anisha Cherodian; Marios Savvides (CVPR Workshops, 2016)

Multiple Scale Faster-RCNN Approach to Driver's Cell-Phone Usage and Hands on Steering Wheel Detection. - T. Hoang Ngan Le; Yutong Zheng; Chenchen Zhu; Khoa Luu; Marios Savvides (CVPR Workshops, 2016)

Discriminative Invariant Kernel Features: A Bells-and-Whistles-Free Approach to Unsupervised Face Recognition and Pose Estimation. - Dipan K. Pal; Felix Juefei-Xu; Marios Savvides (CVPR, 2016)

Weakly Supervised Facial Analysis with Dense Hyper-Column Features. - Chenchen Zhu; Yutong Zheng; Khoa Luu; T. Hoang Ngan Le; Chandrasekhar Bhagavatula; Marios Savvides (CVPR Workshops, 2016)

Simultaneous forgery identification and localization in paintings using advanced correlation filters. - Paul Buchana; Irina Cazan; Manuel Diaz-Granados; Felix Juefei-Xu; Marios Savvides (ICIP, 2016)

Pose estimation using Spectral and Singular Value recomposition. - Chandrasekhar Bhagavatula; Raied Aljadaany; Marios Savvides (ICPR, 2016)

Robust hand detection in Vehicles. - T. Hoang Ngan Le; Chenchen Zhu; Yutong Zheng; Khoa Luu; Marios Savvides (ICPR, 2016)

CMS-RCNN: Contextual Multi-Scale Region-based CNN for Unconstrained Face Detection. - Chenchen Zhu; Yutong Zheng; Khoa Luu; Marios Savvides (CoRR, 2016)

Towards a Unified Framework for Pose, Expression, and Occlusion Tolerant Automatic Facial Alignment. - Keshav Seshadri; Marios Savvides (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Multi-class Fukunaga Koontz discriminant analysis for enhanced face recognition. - Felix Juefei-Xu; Marios Savvides (Pattern Recognit., 2016)

A novel Shape Constrained Feature-based Active Contour model for lips/mouth segmentation in the wild. - T. Hoang Ngan Le; Marios Savvides (Pattern Recognit., 2016)

Local Binary Convolutional Neural Networks. - Felix Juefei-Xu; Vishnu Naresh Boddeti; Marios Savvides (CVPR, 2017)

Robust Hand Detection and Classification in Vehicles and in the Wild. - T. Hoang Ngan Le; Kha Gia Quach; Chenchen Zhu; Chi Nhan Duong; Khoa Luu; Marios Savvides (CVPR Workshops, 2017)

Faster than Real-Time Facial Alignment: A 3D Spatial Transformer Network Approach in Unconstrained Poses. - Chandrasekhar Bhagavatula; Chenchen Zhu; Khoa Luu; Marios Savvides (ICCV, 2017)

Temporal Non-volume Preserving Approach to Facial Age-Progression and Age-Invariant Face Recognition. - Chi Nhan Duong; Kha Gia Quach; Khoa Luu; T. Hoang Ngan Le; Marios Savvides (ICCV, 2017)

An automatic cells detection and segmentation. - Ligong Han; T. Hoang Ngan Le; Marios Savvides (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2017)

Max-Margin Invariant Features from Transformed Unlabelled Data. - Dipan K. Pal; Ashwin A. Kannan; Gautam Arakalgud; Marios Savvides (NIPS, 2017)

Gang of GANs: Generative Adversarial Networks with Maximum Margin Ranking. - Felix Juefei-Xu; Vishnu Naresh Boddeti; Marios Savvides (CoRR, 2017)

Deep Contextual Recurrent Residual Networks for Scene Labeling. - T. Hoang Ngan Le; Chi Nhan Duong; Ligong Han; Khoa Luu; Marios Savvides; Dipan K. Pal (CoRR, 2017)

Reformulating Level Sets as Deep Recurrent Neural Network Approach to Semantic Segmentation. - T. Hoang Ngan Le; Kha Gia Quach; Khoa Luu; Marios Savvides; Chenchen Zhu (CoRR, 2017)

Emergence of Selective Invariance in Hierarchical Feed Forward Networks. - Dipan K. Pal; Vishnu Naresh Boddeti; Marios Savvides (CoRR, 2017)

How ConvNets model Non-linear Transformations. - Dipan K. Pal; Marios Savvides (CoRR, 2017)

Max-Margin Invariant Features from Transformed Unlabeled Data. - Dipan K. Pal; Ashwin A. Kannan; Gautam Arakalgud; Marios Savvides (CoRR, 2017)

Class Correlation affects Single Object Localization using Pre-trained ConvNets. - Pokkalla Harsha Vardhan; Kunal Sekhri; Dipan K. Pal; Marios Savvides (CoRR, 2017)

Learning from Longitudinal Face Demonstration - Where Tractable Deep Modeling Meets Inverse Reinforcement Learning. - Chi Nhan Duong; Kha Gia Quach; Khoa Luu; T. Hoang Ngan Le; Marios Savvides (CoRR, 2017)

Semi self-training beard/moustache detection and segmentation simultaneously. - T. Hoang Ngan Le; Khoa Luu; Chenchen Zhu; Marios Savvides (Image Vis. Comput., 2017)

Compressed Submanifold Multifactor Analysis. - Khoa Luu; Marios Savvides; Tien D. Bui; Ching Y. Suen (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

DeepSafeDrive: A grammar-aware driver parsing approach to Driver Behavioral Situational Awareness (DB-SAW). - T. Hoang Ngan Le; Chenchen Zhu; Yutong Zheng; Khoa Luu; Marios Savvides (Pattern Recognit., 2017)

RankGAN: A Maximum Margin Ranking GAN for Generating Faces. - Felix Juefei-Xu; Rahul Dey; Vishnu Naresh Boddeti; Marios Savvides (ACCV (3), 2018)

Perturbative Neural Networks. - Felix Juefei-Xu; Vishnu Naresh Boddeti; Marios Savvides (CVPR, 2018)

Ring Loss: Convex Feature Normalization for Face Recognition. - Yutong Zheng; Dipan K. Pal; Marios Savvides (CVPR, 2018)

Seeing Small Faces From Robust Anchor's Perspective. - Chenchen Zhu; Ran Tao 013; Khoa Luu; Marios Savvides (CVPR, 2018)

Enhancing Interior and Exterior Deep Facial Features for Face Detection in the Wild. - Chenchen Zhu; Yutong Zheng; Khoa Luu; Marios Savvides (FG, 2018)

Automatic Seizure Detection via an Optimized Image-Based Deep Feature Learning. - Ibrahim Alkanhal; B. V. K. Vijaya Kumar; Marios Savvides (ICMLA, 2018)

Deep Recurrent Level Set for Segmenting Brain Tumors. - T. Hoang Ngan Le; Raajitha Gummadi; Marios Savvides (MICCAI (3), 2018)

Non-Parametric Transformation Networks. - Dipan K. Pal; Marios Savvides (CoRR, 2018)

Softer-NMS: Rethinking Bounding Box Regression for Accurate Object Detection. - Yihui He; Xiangyu Zhang 005; Marios Savvides; Kris Kitani (CoRR, 2018)

Deep contextual recurrent residual networks for scene labeling. - T. Hoang Ngan Le; Chi Nhan Duong; Ligong Han; Khoa Luu; Kha Gia Quach; Marios Savvides (Pattern Recognit., 2018)

Reformulating Level Sets as Deep Recurrent Neural Network Approach to Semantic Segmentation. - T. Hoang Ngan Le; Kha Gia Quach; Khoa Luu; Chi Nhan Duong; Marios Savvides (IEEE Trans. Image Process., 2018)

Non-Parametric Transformation Networks for Learning General Invariances from Data. - Dipan K. Pal; Marios Savvides (AAAI, 2019)

Improving Object Detection from Scratch via Gated Feature Reuse. - Zhiqiang Shen; Honghui Shi; Jiahui Yu; Hai Phan 001; Rogério Feris; Liangliang Cao; Ding Liu 001; Xinchao Wang; Thomas S. Huang; Marios Savvides (BMVC, 2019)

Douglas-Rachford Networks: Learning Both the Image Prior and Data Fidelity Terms for Blind Image Deconvolution. - Raied Aljadaany; Dipan K. Pal; Marios Savvides (CVPR, 2019)

Bounding Box Regression With Uncertainty for Accurate Object Detection. - Yihui He; Chenchen Zhu; Jianren Wang; Marios Savvides; Xiangyu Zhang 005 (CVPR, 2019)

Feature Selective Anchor-Free Module for Single-Shot Object Detection. - Chenchen Zhu; Yihui He; Marios Savvides (CVPR, 2019)

Proximal Splitting Networks for Image Restoration. - Raied Aljadaany; Dipan K. Pal; Marios Savvides (ICIAR (1), 2019)

A Novel Collaborative Control Strategy for Enhanced Training of Vehicle Recognition. - Fangyi Chen; Chenchen Zhu; Marios Savvides (VTC Fall, 2019)

Is Pose Really Solved? A Frontalization Study On Off-Angle Face Matching. - Dipan K. Pal; Chandrasekhar Bhagavatula; Yutong Zheng; Ran Tao 013; Marios Savvides (WACV, 2019)

Adversarial-Based Knowledge Distillation for Multi-Model Ensemble and Noisy Data Refinement. - Zhiqiang Shen; Zhankui He; Wanyun Cui; Jiahui Yu; Yutong Zheng; Chenchen Zhu; Marios Savvides (CoRR, 2019)

SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses. - Zhiqiang Shen; Harsh Maheshwari; Weichen Yao; Marios Savvides (CoRR, 2019)

Learning Non-Parametric Invariances from Data with Permanent Random Connectomes. - Dipan K. Pal; Marios Savvides (CoRR, 2019)

Learning from Longitudinal Face Demonstration - Where Tractable Deep Modeling Meets Inverse Reinforcement Learning. - Chi Nhan Duong; Kha Gia Quach; Khoa Luu; T. Hoang Ngan Le; Marios Savvides; Tien D. Bui (Int. J. Comput. Vis., 2019)

SSR2: Sparse signal recovery for single-image super-resolution on faces with extreme low resolutions. - Ramzi Abiantun; Felix Juefei-Xu; Utsav Prabhu; Marios Savvides (Pattern Recognit., 2019)

Learning Non-Parametric Invariances from Data with Permanent Random Connectomes. - Dipan K. Pal; Akshay Chawla; Marios Savvides (BMVC, 2020)

Towards a Hypothesis on Visual Transformation based Self-Supervision. - Dipan K. Pal; Sreena Nallamothu; Marios Savvides (BMVC, 2020)

Binarizing MobileNet via Evolution-Based Searching. - Hai Phan 001; Zechun Liu; Dang Huynh; Marios Savvides; Kwang-Ting Cheng; Zhiqiang Shen (CVPR, 2020)

ReActNet: Towards Precise Binary Neural Network with Generalized Activation Functions. - Zechun Liu; Zhiqiang Shen; Marios Savvides; Kwang-Ting Cheng (ECCV (14), 2020)

Online Ensemble Model Compression Using Knowledge Distillation. - Devesh Walawalkar; Zhiqiang Shen; Marios Savvides (ECCV (19), 2020)

Soft Anchor-Point Object Detection. - Chenchen Zhu; Fangyi Chen; Zhiqiang Shen; Marios Savvides (ECCV (9), 2020)

Attentive Cutmix: An Enhanced Data Augmentation Approach for Deep Learning Based Image Classification. - Devesh Walawalkar; Zhiqiang Shen; Zechun Liu; Marios Savvides (ICASSP, 2020)

Solving Missing-Annotation Object Detection with Background Recalibration Loss. - Han Zhang 048; Fangyi Chen; Zhiqiang Shen; Qiqi Hao; Chenchen Zhu; Marios Savvides (ICASSP, 2020)

Offset Curves Loss for Imbalanced Problem in Medical Segmentation. - Ngan Le; T. Hoang Ngan Le; Kashu Yamazaki; Toan Duc Bui; Khoa Luu; Marios Savvides (ICPR, 2020)

A Multi-task Contextual Atrous Residual Network for Brain Tumor Detection & Segmentation. - Ngan Le; Kashu Yamazaki; Kha Gia Quach; Dat T. Truong; Marios Savvides (ICPR, 2020)

MoBiNet: A Mobile Binary Network for Image Classification. - Hai Phan 001; Dang Huynh; Yihui He; Marios Savvides; Zhiqiang Shen (WACV, 2020)

Rethinking Image Mixture for Unsupervised Visual Representation Learning. - Zhiqiang Shen; Zechun Liu; Zhuang Liu 003; Marios Savvides; Trevor Darrell (CoRR, 2020)

MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. - Zhiqiang Shen; Marios Savvides (CoRR, 2020)

NCMS: Towards accurate anchor free object detection through ℓ2 norm calibration and multi-feature selection. - Fangyi Chen; Chenchen Zhu; Zhiqiang Shen; Han Zhang 048; Marios Savvides (Comput. Vis. Image Underst., 2020)

Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning. - Zhiqiang Shen; Zechun Liu; Jie Qin; Marios Savvides; Kwang-Ting Cheng (AAAI, 2021)

S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-Bit Neural Networks via Guided Distribution Calibration. - Zhiqiang Shen; Zechun Liu; Jie Qin; Lei Huang 015; Kwang-Ting Cheng; Marios Savvides (CVPR, 2021)

Unsupervised Disentanglement of Linear-Encoded Facial Semantics. - Yutong Zheng; Yu-Kai Huang; Ran Tao 013; Zhiqiang Shen; Marios Savvides (CVPR, 2021)

Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection. - Chenchen Zhu; Fangyi Chen; Uzair Ahmed; Zhiqiang Shen; Marios Savvides (CVPR, 2021)

Contrast and Order Representations for Video Self-supervised Learning. - Kai Hu 010; Jie Shao 006; Yuan Liu; Bhiksha Raj; Marios Savvides; Zhiqiang Shen (ICCV, 2021)

Is Label Smoothing Truly Incompatible with Knowledge Distillation: An Empirical Study. - Zhiqiang Shen; Zechun Liu; Dejia Xu; Zitian Chen; Kwang-Ting Cheng; Marios Savvides (ICLR, 2021)

CDTD: A Large-Scale Cross-Domain Benchmark for Instance-Level Image-to-Image Translation and Domain Adaptive Object Detection. - Zhiqiang Shen; Mingyang Huang; Jianping Shi; Zechun Liu; Harsh Maheshwari; Yutong Zheng; Xiangyang Xue 001; Marios Savvides; Thomas S. Huang (Int. J. Comput. Vis., 2021)

Un-mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning. - Zhiqiang Shen; Zechun Liu; Zhuang Liu 003; Marios Savvides; Trevor Darrell; Eric Poe Xing (AAAI, 2022)

Powering Finetuning in Few-Shot Learning: Domain-Agnostic Bias Reduction with Selected Sampling. - Ran Tao 013; Han Zhang 048; Yutong Zheng; Marios Savvides (AAAI, 2022)

Unitail: Detecting, Reading, and Matching in Retail Scene. - Fangyi Chen; Han Zhang 048; Zaiwang Li; Jiachen Dou; Shentong Mo; Hao Chen 102; Yongxin Zhang; Uzair Ahmed; Chenchen Zhu; Marios Savvides (ECCV (7), 2022)

USB: A Unified Semi-supervised Learning Benchmark for Classification. - Yidong Wang; Hao Chen 102; Yue Fan; Wang Sun; Ran Tao 013; Wenxin Hou; Renjie Wang; Linyi Yang; Zhi Zhou 007; Lan-Zhe Guo; Heli Qi; Zhen Wu 002; et al. (NeurIPS, 2022)

Deep reinforcement learning in computer vision: a comprehensive survey. - Ngan Le; Vidhiwar Singh Rathour; Kashu Yamazaki; Khoa Luu; Marios Savvides (Artif. Intell. Rev., 2022)

Powering Finetuning in Few-shot Learning: Domain-Agnostic Feature Adaptation with Rectified Class Prototypes. - Ran Tao 013; Han Zhang 048; Yutong Zheng; Marios Savvides (CoRR, 2022)

FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning. - Yidong Wang; Hao Chen 102; Qiang Heng; Wenxin Hou; Yue Fan; Zhen Wu 002; Marios Savvides; Takahiro Shinozaki; Bhiksha Raj; Bernt Schiele (CoRR, 2022)

USB: A Unified Semi-supervised Learning Benchmark. - Yidong Wang; Hao Chen 102; Yue Fan; Wang Sun; Ran Tao 013; Wenxin Hou; Renjie Wang; Linyi Yang; Zhi Zhou 007; Lan-Zhe Guo; Heli Qi; Zhen Wu 002; et al. (CoRR, 2022)

Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets. - Hao Chen 102; Ran Tao 013; Han Zhang 048; Yidong Wang; Wei Ye 004; Jindong Wang 001; Guosheng Hu; Marios Savvides (CoRR, 2022)

Vec2Face-v2: Unveil Human Faces from their Blackbox Features via Attention-based Network in Face Recognition. - Thanh-Dat Truong; Chi Nhan Duong; Ngan Le; Marios Savvides; Khoa Luu (CoRR, 2022)

Face recognition from research brain PET: An unexpected PET problem. - 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. (NeuroImage, 2022)

Enhanced Training of Query-Based Object Detection via Selective Query Recollection. - Fangyi Chen; Han Zhang 048; Kai Hu 010; Yu-Kai Huang; Chenchen Zhu; Marios Savvides (CVPR, 2023)

Boosting Transductive Few-Shot Fine-tuning with Margin-based Uncertainty Weighting and Probability Regularization. - Ran Tao 013; Hao Chen 102; Marios Savvides (CVPR, 2023)

Cov Loss: Covariance-Based Loss for Deep Face Recognition. - Ibrahim Alkanhal; Abdullah Almansour; Lamia Alsalloom; Raied Aljadaany; Marios Savvides (ICASSP, 2023)

SoftMatch: Addressing the Quantity-Quality Tradeoff in Semi-supervised Learning. - Hao Chen 102; Ran Tao 013; Yue Fan; Yidong Wang; Jindong Wang 001; Bernt Schiele; Xing Xie 001; Bhiksha Raj; Marios Savvides (ICLR, 2023)

FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning. - Yidong Wang; Hao Chen 102; Qiang Heng; Wenxin Hou; Yue Fan; Zhen Wu 002; Jindong Wang 001; Marios Savvides; Takahiro Shinozaki; Bhiksha Raj; Bernt Schiele; Xing Xie 001 (ICLR, 2023)

SoftMatch: Addressing the Quantity-Quality Trade-off in Semi-supervised Learning. - Hao Chen 102; Ran Tao 013; Yue Fan; Yidong Wang; Jindong Wang 001; Bernt Schiele; Xing Xie 001; Bhiksha Raj; Marios Savvides (CoRR, 2023)

Fairness in Visual Clustering: A Novel Transformer Clustering Approach. - Xuan-Bac Nguyen; Chi Nhan Duong; Marios Savvides; Kaushik Roy 003; Khoa Luu (CoRR, 2023)

A face-off of MRI research sequences by their need for de-facing. - 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; et al. (NeuroImage, 2023)

Workshop on Generative AI for E-commerce. - Mansi Ranjit Mane; Djordje Gligorijevic; Dingxian Wang; Behzad Shahrasbi; Topojoy Biswas; Evren Körpeoglu; Marios Savvides (CIKM, 2024)

Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets. - Hao Chen 102; Ran Tao 013; Han Zhang 048; Yidong Wang; Xiang Li 106; Wei Ye 004; Jindong Wang 001; Guosheng Hu; Marios Savvides (CVPR Workshops, 2024)

PDU: A Pill Dispenser Unit for an IoT System for Monitoring and Controlling the Pharmaceutical Treatment for Patients With Psychological Mental Conditions. - Marios Savvides; Costas Kyriacou; Victoras Kassianides; Christos Markides; Konstantinos Tatas (IC3INA, 2024)

A Reference-Based 3D Semantic-Aware Framework for Accurate Local Facial Attribute Editing. - Yu-Kai Huang; Yutong Zheng; Yen-Shuo Su; Anudeepsekhar Bolimera; Han Zhang 048; Fangyi Chen; Marios Savvides (IJCB, 2024)

RTGen: Generating Region-Text Pairs for Open-Vocabulary Object Detection. - Fangyi Chen; Han Zhang 048; Zhantao Yang; Hao Chen 102; Kai Hu 010; Marios Savvides (CoRR, 2024)

Efficient Autoregressive Audio Modeling via Next-Scale Prediction. - Kai Qiu; Xiang Li 106; Hao Chen 102; Jie Sun; Jinglu Wang; Zhe Lin; Marios Savvides; Bhiksha Raj (CoRR, 2024)

Hierarchical Knowledge Graph Construction from Images for Scalable E-Commerce. - Zhantao Yang; Han Zhang 048; Fangyi Chen; Anudeepsekhar Bolimera; Marios Savvides (CoRR, 2024)

SOLAR: Scalable Optimization of Large-scale Architecture for Reasoning. - Chen Li; Yinyi Luo; Anudeepsekhar Bolimera; Uzair Ahmed; Shri Kiran Srinivasan; Hrishikesh Gokhale; Marios Savvides (CoRR, 2025)

Robust Latent Matters: Boosting Image Generation with Sampling Error Synthesis. - Kai Qiu; Xiang Li 106; Jason Kuen; Hao Chen 102; Xiaohao Xu; Jiuxiang Gu; Yinyi Luo; Bhiksha Raj; Zhe Lin; Marios Savvides (CoRR, 2025)

Knowledge Consultation for Semi-Supervised Semantic Segmentation. - Thuan Than; Nhat-Anh Nguyen-Dang; Dung Nguyen; Salwa K. Al Khatib; Ahmed Elhagry; Hai Phan 001; Yihui He; Zhiqiang Shen; Marios Savvides; Dang Huynh (CoRR, 2025)

STELAR-VISION: Self-Topology-Aware Efficient Learning for Aligned Reasoning in Vision. - Chen Li; Han Zhang 048; Zhantao Yang; Fangyi Chen; Zihan Wang; Anudeepsekhar Bolimera; Marios Savvides (CoRR, 2025)