Anastasios Tefas

Anastasios Tefas's AcademicInfluence.com Rankings

Anastasios Tefas

Engineering

#5417

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#6675

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Electrical Engineering

#1503

World Rank

#1597

Historical Rank

engineering Degrees

Anastasios Tefas

Computer Science

#6956

World Rank

#7324

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Machine Learning

#2424

World Rank

#2454

Historical Rank

Database

#4027

World Rank

#4186

Historical Rank

computer-science Degrees

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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

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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)

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