Anastasios Tefas
#142,703
Most Influential Person Now
Anastasios Tefas's AcademicInfluence.com Rankings
Anastasios Tefasengineering Degrees
Engineering
#5417
World Rank
#6675
Historical Rank
Electrical Engineering
#1503
World Rank
#1597
Historical Rank

Anastasios Tefascomputer-science Degrees
Computer Science
#6956
World Rank
#7324
Historical Rank
Machine Learning
#2424
World Rank
#2454
Historical Rank
Database
#4027
World Rank
#4186
Historical Rank

Download Badge
Engineering Computer Science
Anastasios Tefas's Degrees
- PhD Electrical and Computer Engineering Aristotle University of Thessaloniki
- Masters Electrical and Computer Engineering Aristotle University of Thessaloniki
- Bachelors Electrical and Computer Engineering Aristotle University of Thessaloniki
Why Is Anastasios Tefas Influential?
(Suggest an Edit or Addition)Anastasios Tefas's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Exploiting discriminant information in nonnegative matrix factorization with application to frontal face verification (2006) (344)
- Using Support Vector Machines to Enhance the Performance of Elastic Graph Matching for Frontal Face Authentication (2001) (242)
- Learning Deep Representations with Probabilistic Knowledge Transfer (2018) (227)
- Forecasting Stock Prices from the Limit Order Book Using Convolutional Neural Networks (2017) (207)
- Deep convolutional learning for Content Based Image Retrieval (2018) (156)
- Image authentication techniques for surveillance applications (2001) (156)
- Blind robust watermarking schemes for copyright protection of 3D mesh objects (2005) (154)
- View-Invariant Action Recognition Based on Artificial Neural Networks (2012) (139)
- On the kernel Extreme Learning Machine classifier (2015) (136)
- Comparison of face verification results on the XM2VTFS database (2000) (125)
- Frontal face authentication using morphological elastic graph matching (2000) (118)
- Minimum Class Variance Extreme Learning Machine for Human Action Recognition (2013) (109)
- Using deep learning to detect price change indications in financial markets (2017) (105)
- Graph Embedded Extreme Learning Machine (2016) (100)
- An all-optical neuron with sigmoid activation function. (2019) (90)
- Weighted Piecewise LDA for Solving the Small Sample Size Problem in Face Verification (2007) (88)
- Multi-view human movement recognition based on fuzzy distances and linear discriminant analysis (2012) (84)
- Minimum Class Variance Support Vector Machines (2007) (79)
- Frontal Face Authentication Using Discriminating Grids with Morphological Feature Vectors (2000) (78)
- Discriminant Bag of Words based representation for human action recognition (2014) (77)
- A benchmarking protocol for watermarking methods (2001) (71)
- Heterogeneous Knowledge Distillation Using Information Flow Modeling (2020) (69)
- Visual Object Tracking Based on Local Steering Kernels and Color Histograms (2013) (68)
- Salient feature and reliable classifier selection for facial expression classification (2010) (67)
- Learning Bag-of-Features Pooling for Deep Convolutional Neural Networks (2017) (66)
- A survey on watermarking application scenarios and related attacks (2001) (66)
- Activity-Based Person Identification Using Fuzzy Representation and Discriminant Learning (2012) (65)
- Multi-view action recognition based on action volumes, fuzzy distances and cluster discriminant analysis (2013) (65)
- Morphological elastic graph matching applied to frontal face authentication under well-controlled and real conditions (2000) (64)
- Watermarking of 3D models using principal component analysis (2003) (60)
- Using Deep Learning for price prediction by exploiting stationary limit order book features (2018) (60)
- Class-Specific Kernel-Discriminant Analysis for Face Verification (2007) (56)
- Femtojoule per MAC Neuromorphic Photonics: An Energy and Technology Roadmap (2020) (55)
- Fast Deep Convolutional Face Detection in the Wild Exploiting Hard Sample Mining (2017) (55)
- Deep Adaptive Input Normalization for Time Series Forecasting (2019) (54)
- Dynamic action recognition based on dynemes and Extreme Learning Machine (2013) (54)
- Regularized extreme learning machine for multi-view semi-supervised action recognition (2014) (54)
- On the Optimal Class Representation in Linear Discriminant Analysis (2013) (52)
- Neural Bag-of-Features learning (2017) (51)
- Human crowd detection for drone flight safety using convolutional neural networks (2017) (50)
- Combining Fuzzy Vector Quantization With Linear Discriminant Analysis for Continuous Human Movement Recognition (2008) (47)
- Entropy Optimized Feature-Based Bag-of-Words Representation for Information Retrieval (2016) (47)
- Training Lightweight Deep Convolutional Neural Networks Using Bag-of-Features Pooling (2019) (46)
- Performance analysis of correlation-based watermarking schemes employing Markov chaotic sequences (2003) (44)
- Neuromorphic Photonics With Coherent Linear Neurons Using Dual-IQ Modulation Cells (2020) (43)
- A Fast Deep Convolutional Neural Network for Face Detection in Big Visual Data (2016) (41)
- Robust spatial image watermarking using progressive detection (2001) (41)
- DropELM: Fast neural network regularization with Dropout and DropConnect (2015) (40)
- Subclass discriminant Nonnegative Matrix Factorization for facial image analysis (2012) (40)
- Class-Specific Reference Discriminant Analysis With Application in Human Behavior Analysis (2015) (39)
- Approximate kernel extreme learning machine for large scale data classification (2017) (39)
- Probabilistic Knowledge Transfer for Lightweight Deep Representation Learning (2020) (39)
- A distributed framework for trimmed Kernel k-Means clustering (2015) (37)
- Graph Embedded Convolutional Neural Networks in Human Crowd Detection for Drone Flight Safety (2019) (37)
- Graph Embedded One-Class Classifiers for media data classification (2016) (36)
- Improving subspace learning for facial expression recognition using person dependent and geometrically enriched training sets (2011) (35)
- Multidimensional Sequence Classification Based on Fuzzy Distances and Discriminant Analysis (2013) (35)
- Temporal Bag-of-Features Learning for Predicting Mid Price Movements Using High Frequency Limit Order Book Data (2020) (35)
- Statistical analysis of a watermarking system based on Bernoulli chaotic sequences (2001) (33)
- Graph Embedded Nonparametric Mutual Information for Supervised Dimensionality Reduction (2015) (33)
- Applications of chaotic signal processing techniques to multimedia watermarking (2000) (32)
- A salient dictionary learning framework for activity video summarization via key-frame extraction (2018) (32)
- Minimum Variance Extreme Learning Machine for human action recognition (2014) (32)
- Emerging biometric modalities: a survey (2008) (32)
- Dimensionality Reduction Using Similarity-Induced Embeddings (2017) (31)
- Time-series classification using neural Bag-of-Features (2017) (31)
- One-Class Classification Based on Extreme Learning and Geometric Class Information (2017) (30)
- Kernel Reference Discriminant Analysis (2014) (30)
- Person Identity Label Propagation in Stereo Videos (2014) (30)
- Maximum Margin Projection Subspace Learning for Visual Data Analysis (2014) (30)
- Signal Processing: Image Communication (2018) (29)
- Machine Learning for Forecasting Mid-Price Movements Using Limit Order Book Data (2018) (28)
- Autonomous Unmanned Aerial Vehicles Filming In Dynamic Unstructured Outdoor Environments [Applications Corner] (2019) (28)
- Multi-view Human Action Recognition: A Survey (2013) (27)
- Learning bag-of-embedded-words representations for textual information retrieval (2018) (27)
- Deep Reinforcement Learning for Financial Trading Using Price Trailing (2019) (27)
- Image authentication using chaotic mixing systems (2000) (27)
- Face verification using elastic graph matching based on morphological signal decomposition (2002) (27)
- Face detection based on deep convolutional neural networks exploiting incremental facial part learning (2016) (26)
- Learning Neural Bag-of-Features for Large-Scale Image Retrieval (2017) (26)
- Visual Voice Activity Detection in the Wild (2016) (25)
- Multi-view human action recognition under occlusion based on Fuzzy distances and neural networks (2012) (25)
- Frontal face authentication using variants of dynamic link matching based on mathematical morphology (1998) (24)
- Bag of Color Features for Color Constancy (2019) (24)
- Markov chaotic sequences for correlation based watermarking schemes (2003) (24)
- Eating and drinking activity recognition based on discriminant analysis of fuzzy distances and activity volumes (2012) (24)
- Training Deep Photonic Convolutional Neural Networks With Sinusoidal Activations (2021) (23)
- Unsupervised Knowledge Transfer Using Similarity Embeddings (2019) (23)
- Multiplicative Update Rules for Concurrent Nonnegative Matrix Factorization and Maximum Margin Classification (2013) (23)
- Semi-supervised subclass support vector data description for image and video classification (2018) (23)
- Multimodal Stereoscopic Movie Summarization Conforming to Narrative Characteristics (2016) (22)
- Learning Discriminant Person-Specific Facial Models Using Expandable Graphs (2007) (22)
- Embedded UAV Real-Time Visual Object Detection and Tracking (2019) (22)
- Dynamic training using multistage clustering for face recognition (2008) (22)
- Deep learning algorithms for discriminant autoencoding (2017) (21)
- Subclass Graph Embedding and a Marginal Fisher Analysis paradigm (2015) (21)
- Continuous drone control using deep reinforcement learning for frontal view person shooting (2019) (21)
- Multi modal verification for teleservices and security applications (M2VTS) (1999) (20)
- Deep reinforcement learning for controlling frontal person close-up shooting (2019) (20)
- Variants of dynamic link architecture based on mathematical morphology for frontal face authentication (1998) (20)
- Temporal Logistic Neural Bag-of-Features for Financial Time series Forecasting leveraging Limit Order Book Data (2019) (20)
- Improving the performance of lightweight CNNs for binary classification using quadratic mutual information regularization (2020) (20)
- Computer Vision for Autonomous UAV Flight Safety: An Overview and a Vision-based Safe Landing Pipeline Example (2021) (19)
- Neural representation and learning for multi-view human action recognition (2012) (19)
- Positive and Negative Label Propagations (2018) (19)
- Price Trailing for Financial Trading Using Deep Reinforcement Learning (2020) (19)
- Projected Gradients for Subclass Discriminant Nonnegative Subspace Learning (2014) (18)
- Exploiting graph embedding in support vector machines (2012) (18)
- Silicon-integrated coherent neurons with 32GMAC/sec/axon compute line-rates using EAM-based input and weighting cells (2021) (18)
- Multi-bit image watermarking robust to geometric distortions (2000) (18)
- Image Watermarking: Techniques and Applications (2009) (18)
- Human identification from human movements (2009) (18)
- Person de-identification in activity videos (2014) (18)
- Multimodal speaker clustering in full length movies (2015) (18)
- Efficient adaptive inference for deep convolutional neural networks using hierarchical early exits (2020) (18)
- The discriminant elastic graph matching algorithm applied to frontal face verification (2007) (18)
- Deep convolutional image retrieval: A general framework (2018) (17)
- Face Verification and Recognition for Digital Forensics and Information Security (2019) (17)
- Semi-supervised Classification of Human Actions Based on Neural Networks (2014) (17)
- Concept detection and face pose estimation using lightweight convolutional neural networks for steering drone video shooting (2017) (17)
- Convolutional Neural Networks for Visual Information Analysis with Limited Computing Resources (2018) (17)
- Stereo object tracking with fusion of texture, color and disparity information (2014) (16)
- Statistical analysis of Markov chaotic sequences for watermarking applications (2001) (16)
- Neuromorphic Silicon Photonics and Hardware-Aware Deep Learning for High-Speed Inference (2022) (16)
- Large-scale nonlinear facial image classification based on approximate kernel Extreme Learning Machine (2015) (15)
- Video summarization based on Subclass Support Vector Data Description (2014) (15)
- Learning deep spatiotemporal features for video captioning (2018) (15)
- Exploiting tf-idf in deep Convolutional Neural Networks for Content Based Image Retrieval (2018) (15)
- Knowledge distillation (2022) (15)
- Exploiting subclass information in one-class support vector machine for video summarization (2015) (15)
- Deepbots: A Webots-Based Deep Reinforcement Learning Framework for Robotics (2020) (15)
- Relevance Feedback in Deep Convolutional Neural Networks for Content Based Image Retrieval (2016) (15)
- A Silicon Photonic Coherent Neuron with 10GMAC/sec processing line-rate (2021) (15)
- Neurons With Paraboloid Decision Boundaries for Improved Neural Network Classification Performance (2019) (14)
- Information Clustering Using Manifold-Based Optimization of the Bag-of-Features Representation (2018) (14)
- Computational UAV Cinematography for Intelligent Shooting Based on Semantic Visual Analysis (2019) (14)
- One class classification applied in facial image analysis (2016) (14)
- Explicit ensemble attention learning for improving visual question answering (2018) (14)
- Spectral clustering and semi-supervised learning using evolving similarity graphs (2015) (14)
- Symmetric Subspace Learning for Image Analysis (2014) (13)
- Bernoulli shift generated chaotic watermarks: theoretic investigation (2001) (13)
- Discriminant NMFfaces for Frontal Face Verification (2005) (13)
- Summarization of human activity videos via low-rank approximation (2017) (13)
- Exploiting discriminant information in elastic graph matching (2005) (13)
- Person specific activity recognition using fuzzy learning and Discriminant Analysis (2011) (13)
- Deep autoencoders for attribute preserving face de-identification (2020) (13)
- Autonomous UAV Cinematography (2019) (13)
- Self-supervised autoencoders for clustering and classification (2020) (13)
- Efficient Camera Control using 2D Visual Information for Unmanned Aerial Vehicle-based Cinematography (2018) (13)
- Spectral Clustering using Optimized Bag-of-Features (2016) (13)
- Variance-preserving deep metric learning for content-based image retrieval (2020) (13)
- Summarization of human activity videos using a salient dictionary (2017) (12)
- Exploiting multiplex data relationships in Support Vector Machines (2019) (12)
- Image authentication and tamper proofing using mathematical morphology (2000) (12)
- Variance Preserving Initialization for Training Deep Neuromorphic Photonic Networks with Sinusoidal Activations (2019) (12)
- All-Optical WDM Recurrent Neural Networks With Gating (2020) (12)
- Dense convolutional feature histograms for robust visual object tracking (2020) (12)
- Nutrition Assistance Based on Skin Color Segmentation and Support Vector Machines (2011) (12)
- A blind robust watermarking scheme for copyright protection of 3D mesh models (2004) (12)
- Frontal View Recognition Using Spectral Clustering and Subspace Learning Methods (2010) (12)
- Efficient MapReduce Kernel k-Means for Big Data Clustering (2016) (12)
- Discriminatively Trained Autoencoders for Fast and Accurate Face Recognition (2017) (12)
- Vision-based UAV Safe Landing exploiting Lightweight Deep Neural Networks (2021) (12)
- The MOBISERV-AIIA Eating and Drinking multi-view database for vision-based assisted living (2015) (12)
- Shape matching using a binary search tree structure of weak classifiers (2012) (11)
- Exploiting supervised learning for finetuning deep CNNs in content based image retrieval (2016) (11)
- Regularized Svd-Based Video Frame Saliency for Unsupervised Activity Video Summarization (2018) (11)
- Person identification from actions based on Artificial Neural Networks (2013) (11)
- Feature Comparison and Feature Fusion for Traditional Dances Recognition (2013) (11)
- Semantic Map Annotation Through UAV Video Analysis Using Deep Learning Models in ROS (2018) (11)
- Multi-view Regularized Extreme Learning Machine for Human Action Recognition (2014) (11)
- Re-identification framework for long term visual object tracking based on object detection and classification (2020) (11)
- K-Anonymity inspired adversarial attack and multiple one-class classification defense (2020) (11)
- Exploiting stereoscopic disparity for augmenting human activity recognition performance (2016) (11)
- 9.5 – Watermarking Techniques for Image Authentication and Copyright Protection (2005) (11)
- Regularized Extreme Learning Machine for Large-scale Media Content Analysis (2015) (10)
- Shot type characterization in 2D and 3D video content (2014) (10)
- Complete vector quantization of feedforward neural networks (2019) (10)
- Facial expression recognition using clustering discriminant Non-negative Matrix Factorization (2011) (10)
- Noise-resilient and high-speed deep learning with coherent silicon photonics (2022) (10)
- Large-Scale Classification by an Approximate Least Squares One-Class Support Vector Machine Ensemble (2015) (10)
- Using robust dispersion estimation in support vector machines (2013) (10)
- Probabilistic Knowledge Transfer for Deep Representation Learning (2018) (10)
- De-identifying facial images using singular value decomposition and projections (2014) (10)
- Hypersphere-Based Weight Imprinting for Few-Shot Learning on Embedded Devices (2020) (10)
- Diversity-driven knowledge distillation for financial trading using Deep Reinforcement Learning (2021) (10)
- Face Detection Using Particle Swarm Optimization and Support Vector Machines (2010) (10)
- Interactive dimensionality reduction using similarity projections (2018) (9)
- Human action recognition based on bag of features and multi-view neural networks (2014) (9)
- Improving the Robustness of Subspace Learning Techniques for Facial Expression Recognition (2010) (9)
- Recurrent bag-of-features for visual information analysis (2020) (9)
- 3D image watermarking robust to geometric distortions (2002) (9)
- Face verification based on morphological shape decomposition (1998) (9)
- Online Subclass Knowledge Distillation (2021) (9)
- Gender determination using a Support Vector Machine Variant (2008) (9)
- Compact Video Description and Representation for Automated Summarization of Human Activities (2016) (9)
- Occlusion detection and drift-avoidance framework for 2D visual object tracking (2021) (9)
- Copyright protection of 3D images using watermarks of specific spatial structure (2002) (9)
- Direct Multi-label Linear Discriminant Analysis (2013) (9)
- Big Data Analysis for Media Production (2016) (9)
- Face recognition via adaptive discriminant clustering (2008) (8)
- Fast Kernel Matrix Computation for Big Data Clustering (2015) (8)
- Deep Adaptive Input Normalization for Price Forecasting using Limit Order Book Data (2019) (8)
- ON EMERGING BIOMETRIC TECHNOLOGIES (2005) (8)
- Channel response-aware photonic neural network accelerators for high-speed inference through bandwidth-limited optics. (2022) (8)
- Human Centered Interfaces for Assisted Living (2011) (8)
- Gimbal Control for Vision-based Target Tracking (2019) (8)
- PERFORMANCE ANALYSIS OF WATERMARKING SCHEMES BASED ON SKEW TENT CHAOTIC SEQUENCES (2007) (8)
- Robust multibit audio watermarking in the temporal domain (2003) (8)
- Using Particle Swarm Optimization for scaling and rotation invariant face detection (2010) (8)
- Adaptive Inference Using Hierarchical Convolutional Bag-of-Features for Low-Power Embedded Platforms (2019) (8)
- WDM equipped universal linear optics for programmable neuromorphic photonic processors (2022) (8)
- Lightweight two-stream convolutional face detection (2017) (8)
- Subclass Error Correcting Output Codes Using Fisher's Linear Discriminant Ratio (2010) (8)
- A Photonic Recurrent Neuron for Time-Series Classification (2020) (8)
- Visual representation decoding from human brain activity using machine learning: A baseline study (2019) (7)
- Person identification from actions based on dynemes and discriminant learning (2013) (7)
- 25GMAC/sec/axon photonic neural networks with 7GHz bandwidth optics through channel response-aware training (2021) (7)
- Morphological elastic graph matching applied to frontal face authentication under optimal and real conditions (1999) (7)
- 2015 IEEE Trustcom/BigDataSE/ISPA (2016) (7)
- Neural Networks Training for Weapon Selection in First-Person Shooter Games (2010) (7)
- Enhanced transform-domain correlation-based audio watermarking (2005) (7)
- Initializing photonic feed-forward neural networks using auxiliary tasks (2020) (7)
- Learning sparse representations for view-independent human action recognition based on fuzzy distances (2013) (7)
- Exploiting subclass information in Support Vector Machines (2012) (7)
- Training Noise-Resilient Recurrent Photonic Networks for Financial Time Series Analysis (2021) (7)
- Leveraging Deep Reinforcement Learning For Active Shooting Under Open-World Setting (2020) (7)
- Video characterization based on activity clustering (2014) (7)
- Using mutual information to indicate facial poses in video sequences (2009) (7)
- Automated Facial Pose Extraction From Video Sequences Based on Mutual Information (2008) (7)
- Active classification for human action recognition (2013) (6)
- Sparse human movement representation and recognition (2008) (6)
- Facial image clustering in stereoscopic videos using double spectral analysis (2015) (6)
- Curriculum-based Teacher Ensemble for Robust Neural Network Distillation (2019) (6)
- Sparse extreme learning machine classifier exploiting intrinsic graphs (2015) (6)
- Face authentication by using elastic graph matching and support vector machines (2000) (6)
- Improving the detection reliability of correlation-based watermarking techniques (2003) (6)
- Discriminative clustering using regularized subspace learning (2019) (6)
- ENHANCING THE PERFORMANCE OF ELASTIC GRAPH MATCHING FOR FACE AUTHENTICATION BY USING SUPPORT VECTOR MACHINES (1999) (6)
- Human action recognition in stereoscopic videos based on bag of features and disparity pyramids (2014) (6)
- Multi-view semantic temporal video segmentation (2016) (6)
- Global Adaptive Input Normalization for Short-Term Electric Load Forecasting (2020) (6)
- Movie shot selection preserving narrative properties (2016) (6)
- Spatial Bag of Features Learning for Large Scale Face Image Retrieval (2016) (6)
- Performance assessment of morphological dynamic link architecture under optimal and real operating conditions (1999) (6)
- Compute with Light: Architectures, Technologies and Training Models for Neuromorphic Photonic Circuits (2021) (6)
- MLGWSC-1: The first Machine Learning Gravitational-Wave Search Mock Data Challenge (2022) (6)
- Big Media Data Analysis (2017) (6)
- Optimizing Linear Discriminant Error Correcting Output Codes Using Particle Swarm Optimization (2011) (6)
- Progressive neural network training for the Open Racing Car Simulator (2012) (6)
- Kernel subclass support vector description for face and human action recognition (2016) (6)
- Elastic graph matching versus linear subspace methods for frontal face verification (2005) (6)
- Photonic Neuromorphic Computing: Architectures, Technologies, and Training Models (2022) (6)
- Stereoscopic video description for human action recognition (2014) (6)
- Stereoscopic video shot classification based on Weighted Linear Discriminant Analysis (2014) (6)
- Enhancing ELM-based Facial Image Classification by Exploiting Multiple Facial Views (2015) (5)
- Fast, Visual and Interactive Semi-supervised Dimensionality Reduction (2018) (5)
- GREEDY SALIENT DICTIONARY LEARNING WITH OPTIMAL POINT RECONSTRUCTION FOR ACTIVITY VIDEO SUMMARIZATION (2018) (5)
- Deep reinforcement learning for frontal view person shooting using drones (2018) (5)
- A novel dimensionality reduction technique based on kernel optimization through graph embedding (2015) (5)
- Greedy Salient Dictionary Learning for Activity Video Summarization (2018) (5)
- Online shape learning using binary search trees (2010) (5)
- Merging linear discriminant analysis with Bag of Words model for human action recognition (2015) (5)
- Forecasting Financial Time Series Using Robust Deep Adaptive Input Normalization (2021) (5)
- Attention-Based Neural Bag-of-Features Learning for Sequence Data (2020) (5)
- Improving Face Pose Estimation Using Long-Term Temporal Averaging for Stochastic Optimization (2017) (5)
- Few-shot Image Recognition for UAV Sports Cinematography (2020) (5)
- Robust Spatial 3D Image Watermarking (2001) (5)
- Deep supervised hashing using quadratic spherical mutual information for efficient image retrieval (2021) (5)
- View-independent human action recognition based on multi-view action images and discriminant learning (2013) (5)
- Class-specific discriminant regularization in real-time deep CNN models for binary classification problems (2019) (5)
- Visual object tracking based on the object's salient features with application in automatic nutrition assistance (2012) (5)
- Bag of Embedded Words learning for text retrieval (2016) (5)
- BENCHMARKING OF STILL IMAGE WATERMARKING METHODS : PRINCIPLES AND STATE OF THE ART (2002) (5)
- Distance-based human action recognition using optimized class representations (2015) (5)
- End-to-end deep learning with neuromorphic photonics (2021) (4)
- 2014 IEEE International Conference on Image Processing (ICIP 2014) (2015) (4)
- Kernel matrix trimming for improved Kernel K-means clustering (2015) (4)
- Folk dance recognition using a bag of words approach and ISA/STIP features (2013) (4)
- Joint Lightweight Object Tracking and Detection for Unmanned Vehicles (2019) (4)
- A Multiple-UAV Software Architecture for Autonomous Media Production (2019) (4)
- Using support vector machines for face authentication based on elastic graph matching (2000) (4)
- Compensating for variable recording conditions in frontal face authentication algorithms (1999) (4)
- Improving Deep Reinforcement Learning for Financial Trading Using Neural Network Distillation (2020) (4)
- Human Action Recognition Based on Multi-View Regularized Extreme Learning Machine (2015) (4)
- Recurrent Attention for Deep Neural Object Detection (2018) (4)
- A Robust, Quantization-Aware Training Method for Photonic Neural Networks (2022) (4)
- Subspace Learning with Enriched Databases Using Symmetry (2014) (4)
- Dynamic action classification based on iterative data selection and Feedforward Neural networks (2013) (4)
- PySEF: A python library for similarity-based dimensionality reduction (2018) (4)
- Multimodal Speaker Diarization Utilizing Face Clustering Information (2015) (4)
- De-identifying facial images using projections on hyperspheres (2015) (4)
- Leveraging Active Perception for Improving Embedding-based Deep Face Recognition (2020) (4)
- Efficient Online Subclass Knowledge Distillation for Image Classification (2021) (4)
- Semantic Scene Segmentation for Robotics Applications (2021) (4)
- Laplacian one class extreme learning machines for human action recognition (2016) (4)
- Representative Class Vector Clustering-Based Discriminant Analysis (2013) (3)
- Class-Specific Discriminant Non-negative Matrix Factorization for Frontal Face Verification (2005) (3)
- Using subclasses in discriminant non-negative subspace learning for facial expression recognition (2011) (3)
- A Bag of Words approach for recognition of Greek folk dances (2016) (3)
- Adaptive Normalization for Forecasting Limit Order Book Data Using Convolutional Neural Networks (2020) (3)
- Robust Architecture-Agnostic and Noise Resilient Training of Photonic Deep Learning Models (2023) (3)
- A Linear Photonic Neuron Using an Extended Iq Modulator Cell for Enabling All-Optical Coherent Sigmoid Neurons (2019) (3)
- Chaoticwatermark sequences for correlation-based schemes (2004) (3)
- Transferring trading strategy knowledge to deep learning models (2020) (3)
- Visual Object Detection For Autonomous UAV Cinematography (2020) (3)
- Face Verification using Locally Linear Discriminant Models (2007) (3)
- Object tracking based on local steering kernels for drinking activity recognition (2011) (3)
- A multiple-UAV architecture for autonomous media production (2022) (3)
- Face authentication using variants of elastic graph matching based on mathematical morphology that incorporate local discriminant coefficients (1998) (3)
- OpenDR: An Open Toolkit for Enabling High Performance, Low Footprint Deep Learning for Robotics (2022) (3)
- Graph Embedding Exploiting Subclasses (2015) (3)
- Intelligent Data analysis and its Applications, Volume I (2014) (3)
- Probabilistic online self-distillation (2022) (3)
- Experimental Demonstration of an Optical Neuron with a Logistic Sigmoid Activation Function (2019) (3)
- Iterative Label Propagation on facial images (2014) (3)
- Efficient Realistic Data Generation Framework Leveraging Deep Learning-Based Human Digitization (2021) (3)
- Deep Temporal Logistic Bag-of-features for Forecasting High Frequency Limit Order Book Time Series (2019) (3)
- Electric load demand forecasting on Greek Energy Market using lightweight neural networks (2022) (3)
- Optimizing subclass discriminant Error Correcting Output Codes using particle swarm optimization (2010) (3)
- Silicon Photonic Neuromorphic Computing with 16 GHz Input Data and Weight Update Line Rates (2022) (3)
- Learning Human Identity Using View-Invariant Multi-view Movement Representation (2011) (3)
- A review of approximate methods for kernel-based big media data analysis (2016) (3)
- Early Detection of DDoS Attacks using Photonic Neural Networks (2022) (3)
- Exploiting Local Class Information in Extreme Learning Machine (2014) (3)
- Decoding Generic Visual Representations From Human Brain Activity using Machine Learning (2018) (3)
- Neuromorphic computing through photonic integrated circuits (2020) (3)
- Distributed, MapReduce-Based Nearest Neighbor and E-Ball Kernel k-Means (2015) (3)
- Deep Learning for Visual Content Analysis (2020) (2)
- Watermarking of 3D models using principal component analysis (2003) (2)
- Evolutionary Optimization of a Neural Network Controller for Car Racing Simulation (2012) (2)
- Multi-modal label propagation based on a higher order similarity matrix (2015) (2)
- Learning Sentiment-Aware Trading Strategies for Bitcoin Leveraging Deep Learning-Based Financial News Analysis (2021) (2)
- Introducing K-Anonymity Principles to Adversarial Attacks for Privacy Protection in Image Classification Problems (2021) (2)
- Visual Question Answering using Explicit Visual Attention (2018) (2)
- Visual Information Analysis for Big-Data Using Multi-core Technologies (2014) (2)
- Long-term temporal averaging for stochastic optimization of deep neural networks (2018) (2)
- Discriminant Analysis Regularization in Lightweight Deep CNN Models (2019) (2)
- Visual voice activity detection based on spatiotemporal information and bag of words (2015) (2)
- Adaptive Initialization for Recurrent Photonic Networks using Sigmoidal Activations (2020) (2)
- Stereoscopic video shot clustering into semantic concepts based on visual and disparity information (2014) (2)
- Pairwise facial expression classification (2009) (2)
- Fully Unsupervised Optimization of CNN Features Towards Content Based Image Retrieval (2018) (2)
- Watermark detection: benchmarking perspectives (2002) (2)
- VPIT: Real-time Embedded Single Object 3D Tracking Using Voxel Pseudo Images (2022) (2)
- Universal Linear Optics for Ultra-Fast Neuromorphic Silicon Photonics Towards Fj/MAC and TMAC/sec/mm2 Engines (2022) (2)
- Face authentication based on morphological shape decomposition (1997) (2)
- Advances in Elastic Graph Matching for Frontal Face Verification (2007) (2)
- Efficient Training of Lightweight Neural Networks Using Online Self-Acquired Knowledge Distillation (2021) (2)
- Improving knowledge distillation using unified ensembles of specialized teachers (2021) (2)
- Intelligent Multimedia Analysis for Emerging Biometrics (2010) (2)
- Subclass Marginal Fisher Analysis (2015) (2)
- Universal Linear Optics Revisited: New Perspectives for Neuromorphic Computing With Silicon Photonics (2023) (2)
- An Online Self-Balancing Binary Search Tree for Hierarchical Shape Matching (2008) (2)
- Recent advances in discriminant non-negative Matrix Factorization (2011) (2)
- Linear discriminant feature selection techniques in elastic graph matching (2005) (2)
- All-Optical Recurrent Neural Network with Sigmoid Activation Function (2020) (2)
- Visual object tracking via Gabor-based salient features extraction (2012) (2)
- Multilayer Probabilistic Knowledge Transfer for Learning Image Representations (2020) (2)
- Deep Residual Error and Bag-of-Tricks Learning for Gravitational Wave Surrogate Modeling (2022) (2)
- Deep adaptive group-based input normalization for financial trading (2021) (2)
- Less Is More: Deep Learning Using Subjective Annotations For Sentiment Analysis From Social Media (2019) (2)
- Learning Multi-Graph Regularization for SVM Classification (2018) (2)
- Theoretic Performance Analysis of a Watermarking System based on Bernoulli Chaotic Sequences (2001) (2)
- Big Data Clustering with Kernel k-Means: Resources, Time and Performance (2018) (2)
- Fast constrained person identity label propagation in stereo videos using a pruned similarity matrix (2018) (2)
- Facial image clustering in stereo videos using local binary patterns and double spectral analysis (2014) (2)
- Discriminant Subspace Learning Based on Support Vectors Machines (2012) (2)
- Forecasting day-ahead electric load demand on Greek Energy Market (2022) (2)
- Facial expression recognition with robust covariance estimation and Support Vector Machines (2012) (1)
- Human Action Recognition based on Multiview Regularized Extreme Learning Machine (2015) (1)
- Enhanced similarities for a music Recommender System (2016) (1)
- Analog nanophotonic computing going practical: silicon photonic deep learning engines for tiled optical matrix multiplication with dynamic precision (2023) (1)
- Maximum Margin Discriminant Projections for facial expression recognition (2013) (1)
- A comparative study of representations for folk dances recognition in video (2016) (1)
- Sentiment-Aware Distillation for Bitcoin Trend Forecasting Under Partial Observability (2022) (1)
- Discriminant Learning Using Training Space Partitioning (2011) (1)
- Class-Based Variational Representation Learning For Robust Image Retrieval (2019) (1)
- Lightweight deep learning (2022) (1)
- Learning Discriminative Representations for Big Data Clustering Using Similarity-Based Dimensionality Reduction (2018) (1)
- Autoencoder-driven Spiral Representation Learning for Gravitational Wave Surrogate Modelling (2021) (1)
- Principal Component Analysis (2011) (1)
- A BENCHMARKING PROTOCOL FOR WATERMARKING METHODS V.Solachidis, A.Tefas, N.Nikolaidis, S.Tsekeridou, A.Nikolaidis and I.Pitas (2010) (1)
- Supervised video summarization by content-based video segment selection (2014) (1)
- Improving Deep Reinforcement Learning for Financial Trading Using Deep Adaptive Group-Based Normalization (2021) (1)
- Deep Convolutional Feature Histograms for Visual Object Tracking (2019) (1)
- Quadratic Mutual Information Regularization in Real-Time Deep CNN Models (2020) (1)
- Laplacian Support Vector Analysis for Subspace Discriminative Learning (2014) (1)
- Deep Supervised Hashing leveraging Quadratic Spherical Mutual Information for Content-based Image Retrieval (2019) (1)
- Human movement recognition using fuzzy clustering and discriminant analysis (2008) (1)
- Methods for improving discriminant analysis for face authentication (2005) (1)
- Label Propagation on Facial Images Using Similarity and Dissimilarity Labelling Constraints (2018) (1)
- A Novel Kernel Discriminant Analysis for Face Verification (2007) (1)
- Neural Networks for Digital Media Analysis and Description (2013) (1)
- Deep Hashing Regularization Towards Hamming Space Retrieval (2020) (1)
- Neural Network Knowledge Transfer using Unsupervised Similarity Matching (2018) (1)
- Temporal Difference Rewards for End-to-end Vision-based Active Robot Tracking using Deep Reinforcement Learning (2021) (1)
- Facial image analysis based on two-dimensional linear discriminant analysis exploiting symmetry (2015) (1)
- Fully Unsupervised Convolutional Learning for Fast Image Retrieval (2018) (1)
- Enhancing class discrimination in Kernel Discriminant Analysis (2015) (1)
- Efficient Adaptive Inference Leveraging Bag-of-Features-based Early Exits (2020) (1)
- Quantization-aware training for low precision photonic neural networks (2022) (1)
- Deep learning for robotics examples using OpenDR (2022) (1)
- Leveraging Quadratic Spherical Mutual Information Hashing for Fast Image Retrieval (2021) (1)
- Deep Sparse Autoencoders for Football Match and Bet Prediction (2018) (1)
- Improving Visual Question Answering using Active Perception on Static Images (2021) (1)
- Fast label propagation on facial images using a pruned similarity matrix (2016) (1)
- Large graph clustering using DCT-based graph clustering (2014) (1)
- Mutual Information Measures for Subclass Error-Correcting Output Codes Classification (2010) (1)
- Exploiting the SVM constraints in NMF with application in eating and drinking activity recognition (2013) (0)
- Incremental Label Propagation on Facial Images (2019) (0)
- Improving Electric Load Demand Forecasting with Anchor-Based Forecasting Method (2023) (0)
- Variational Voxel Pseudo Image Tracking (2023) (0)
- Caricature generation utilizing the notion of anti-face (2017) (0)
- Improving the Performance of Lightweight CNN models using Minimum Enclosing Ball Regularization (2019) (0)
- Computational Intelligence Approaches for Digital Media Analysis and Description (2014) (0)
- Robust Hypersphere-based Weight Imprinting for Few-Shot Learning (2021) (0)
- 2014 IEEE Symposium on Computational Intelligence in Big Data (CIBD 2014) (2015) (0)
- On top of that, time-series analysis and classification (2020) (0)
- List of contributors (2022) (0)
- Improving Binary Semantic Scene Segmentation for Robotics Applications (2022) (0)
- Learning photonic neural network initialization for noise-aware end-to-end fiber transmission (2022) (0)
- cclusion detection and drift-avoidance framework for 2D visual object racking (2020) (0)
- Transferring trading strategy knowledge to deep learning models (2020) (0)
- Entropy-Based Iterative Face Classification (2011) (0)
- Exploiting symmetry in two-dimensional clustering-based discriminant analysis for face recognition (2015) (0)
- Comparison between the BoF and the MO-BoF methods Feature Space Histogram Space MO Histogram Space BoF MO-BoF Spectral Clustering Spectral Clustering Spectral Space MO Spectral Space Similarity Constraints text dataset (2016) (0)
- Online Knowledge Distillation for Financial Timeseries Forecasting (2022) (0)
- Exploiting discriminant and SVM constraints in NMF (2013) (0)
- IEEE International Conference on Acoustics, Speech and Signal Processing (2016) (0)
- Class-specific discriminant regularization in real-time deep CNN models for binary classification problems (2019) (0)
- Time-series classification with an all-optical recurrent neuron (2020) (0)
- MAXIMUMMARGIN DISCRIMINANT PROJECTIONS FOR FACIAL EXPRESSION RECOGNITION (2013) (0)
- Pseudo-Active Vision For Improving Deep Visual Perception Through Neural Sensory Refinement (2021) (0)
- Multimodal speaker clustering in full length movies (2016) (0)
- Short-Term Electric Load Demand Forecasting on Greek Energy Market using Deep Learning: A comparative study (2022) (0)
- Corrigendum to “Semi-supervised subclass support vector data description for image and video classification” [Neurocomputing, 278 (2018), 51–61] (2018) (0)
- High-speed analog photonic computing with tiled matrix multiplication and dynamic precision capabilities for DNNs (2022) (0)
- 2013 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, CIBIM 2013, Singapore, April 16-19, 2013 (2013) (0)
- Femtojoule Technology Roadmap for TeraMAC Neuromorphic Photonic Accelerators (2020) (0)
- Graph-based Kernel Representation of Videos for Traditional Dance Recognition (2014) (0)
- Multimodal Stereoscopic Movie Summarization Conforming to Narrative Characteristics. (2016) (0)
- Learning to interact with high-dimensional data (2017) (0)
- Big Data Analysis for 2 Media Production (2016) (0)
- Introduction (2022) (0)
- Exploiting stereoscopic disparity for augmenting human activity recognition performance (2015) (0)
- Random Walk Kernel Applications to Classification Using Support Vector Machines (2014) (0)
- Human action recognition based on bag of features and multi-view neural networks. 2014 (2014) (0)
- Computational UAV Cinematography for Intelligent A/V Shooting Based on Semantic Visual Analysis (2018) (0)
- Spectral Clustering Using Evolving Similarity Graphs (2014) (0)
- A modified Single-Shot multibox Detector for beyond Real-Time Object Detection (2021) (0)
- Activity Recognition for Traditional Dances Using Dimensionality Reduction (2014) (0)
- Photonic Recurrent Neural Networks with Gating Circuit (2020) (0)
- Mutual Information-Based Neural Network Distillation for Improving Photonic Neural Network Training (2023) (0)
- Neuromorphic silicon photonics with 50 GHz tiled matrix multiplication for deep-learning applications (2023) (0)
- Human Action Recognition using Image Processing and Artificial Neural Networks (2020) (0)
- Discriminant action representation for view-invariant person identification (2012) (0)
- Self-supervised autoencoders for clustering and classification (2018) (0)
- Improving Noise Resilience in End-to-End Deep Learning Optical Fiber Transmission Links (2022) (0)
- Acknowledgements (2022) (0)
- Active Vision Control Policies for Face Recognition using Deep Reinforcement Learning (2022) (0)
- Evolution of Graphs for Unsupervised Learning (2014) (0)
- IMPART: Big media data processing and analysis for film production (2015) (0)
- Deep reinforcement learning (2022) (0)
- 2014 Proceedings of the 22nd European Signal Processing Conference (EUSIPCO 2014) (2015) (0)
- Class-specific nonlinear subspace learning based on optimized class representation (2015) (0)
- WATERMARK DETECTION : BENCHMARKING (2002) (0)
- Exploiting Quadratic Mutual Information for Discriminant Analysis (2012) (0)
- Real-time synthetic-to-real human detection for robotics applications (2022) (0)
- Deep Residual Networks for Gravitational Wave Detection (2022) (0)
- Exploiting local and global geometric data relationships in Support Vector Data Description (2016) (0)
- Predicting on-street parking violation rate using deep residual neural networks (2022) (0)
- MULTI-VIEW SEMANTIC TEMPORAL VIDEO SEGMENTATION Thomas Theodoridis ? , (2016) (0)
- Online Self-Distillation for Electric Load Demand Forecasting on Greek Energy Market (2022) (0)
- Adaptive Inference for Face Recognition leveraging Deep Metric Learning-enabled Early Exits (2021) (0)
- Caricature generation utilizing the notion of anti-face (2018) (0)
- Nearest Class Vector Classification for Large-Scale Learning Problems (2015) (0)
- Fusion of Movement Specific Human Identification Experts (2009) (0)
- Normalized Post-training Quantization for Photonic Neural Networks (2022) (0)
- A novel dimensionality reduction technique based on kernel optimization through graph embedding (2015) (0)
- MOTIVATING CLASS-SPECIFIC NONLINEAR PROJECTIONS FOR FACE VERIFICATION (2008) (0)
- eep supervised hashing using quadratic spherical mutual information for fficient image retrieval (2021) (0)
- Multilayer Online Self-Acquired Knowledge Distillation (2022) (0)
- Human Action Recognition Using Recurrent Bag-of-Features Pooling (2020) (0)
- On Detecting and Handling target occlusions in Correlation-filter-based 2D tracking (2019) (0)
- De-identifying facial images using singular value decomposition and projections (2016) (0)
- Deep Learning for On-Street Parking Violation Prediction (2022) (0)
- Deep Learning Analytics (2018) (0)
- Dynamic Shape Learning and Forgetting (2010) (0)
- Improving Universal Style Transfer using Sub-style Decomposition (2020) (0)
- Neural networks and backpropagation (2022) (0)
- Deep Video Stream Information Analysis and Retrieval: Challenges and Opportunities (2022) (0)
- Multisource financial sentiment analysis for detecting Bitcoin price change indications using deep learning (2022) (0)
- Long-term temporal averaging for stochastic optimization of deep neural networks (2018) (0)
- A Novel Dataset for Evaluating and Alleviating Domain Shift for Human Detection in Agricultural Fields (2022) (0)
- Style Decomposition for Improved Neural Style Transfer (2018) (0)
- Accelerating Similarity-Based Discriminant Analysis Using Class-Specific Prototypes (2018) (0)
- Bag-Of-Features-Based Knowledge Distillation For Lightweight Convolutional Neural Networks (2022) (0)
- Stereo facial image clustering using double spectral analysis (2014) (0)
- High-Performance End-to-End Deep Learning IM/DD Link using Optics-Informed Neural Networks (2023) (0)
- Continuous drone control using deep reinforcement learning for frontal view person shooting (2019) (0)
- Editorial paper for Pattern Recognition Letters VSI on cross model understanding for visual question answering (2022) (0)
- A New Class of Decision Surfaces based on the Minimization of within Class Variance (2007) (0)
- Single-Hidden Layer Feedforward Neual Network Training Using Class Geometric Information (2014) (0)
- Class-specific Reference Discriminant Analysis with application in Human Behaviour Analysis. IEEE (3), (2014) (0)
- Recurrent neural networks (2022) (0)
- Representation learning and retrieval (2022) (0)
- One-Class Classification Based on Extreme Learning and Geometric Class Information (2016) (0)
- Exploiting tf-idf in deep Convolutional Neural Networks for Content Based Image Retrieval (2018) (0)
- TURNING A FRONTAL FACE VERIFICATION TECHNIQUE TO A SYSTEM PROTOTYPE (2004) (0)
- Discriminant Graph Structures for Face Verification (2007) (0)
- Motivating class-specific nonlinear projections for single and multiple view face verification (2008) (0)
This paper list is powered by the following services:
What Schools Are Affiliated With Anastasios Tefas?
Anastasios Tefas is affiliated with the following schools: