Andreas E. Savakis

Affiliations:
  • Rochester Institute of Technology


According to our database1, Andreas E. Savakis authored at least 130 papers between 1991 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
Continual Unsupervised Domain Adaptation in Data-Constrained Environments.
IEEE Trans. Artif. Intell., January, 2024

LRP-QViT: Mixed-Precision Vision Transformer Quantization via Layer-wise Relevance Propagation.
CoRR, 2024

2023
On the Importance of Attention and Augmentations for Hypothesis Transfer in Domain Adaptation and Generalization.
Sensors, October, 2023

Full-BAPose: Bottom Up Framework for Full Body Pose Estimation.
Sensors, April, 2023

Unknown Sample Discovery for Source Free Open Set Domain Adaptation.
CoRR, 2023

Curriculum Guided Domain Adaptation in the Dark.
CoRR, 2023

Continual Domain Adaptation on Aerial Images under Gradually Degrading Weather.
CoRR, 2023

BAPose: Bottom-Up Pose Estimation with Disentangled Waterfall Representations.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023

DeepRM: Deep Recurrent Matching for 6D Pose Refinement.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Video Captioning Using Global-Local Representation.
IEEE Trans. Circuits Syst. Video Technol., 2022

HandyPose: Multi-level framework for hand pose estimation.
Pattern Recognit., 2022

UniPose+: A Unified Framework for 2D and 3D Human Pose Estimation in Images and Videos.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Robust $L_p$-Norm Linear Discriminant Analysis with Proxy Matrix Optimization.
Proceedings of the Topological, 2022

SAR Image Classification with Knowledge Distillation and Class Balancing for Long-Tailed Distributions.
Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022

Unsupervised Continual Learning for Gradually Varying Domains.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
GourmetNet: Food Segmentation Using Multi-Scale Waterfall Features with Spatial and Channel Attention.
Sensors, 2021

Benchmarking Domain Adaptation Methods on Aerial Datasets.
Sensors, 2021

LABNet: Local graph aggregation network with class balanced loss for vehicle re-identification.
Neurocomputing, 2021

Grassmann Iterative Linear Discriminant Analysis with Proxy Matrix Optimization.
CoRR, 2021

SiamReID: Confuser Aware Siamese Tracker with Re-identification Feature.
CoRR, 2021

Automatic Quantification of Facial Asymmetry using Facial Landmarks.
CoRR, 2021

ConDA: Continual Unsupervised Domain Adaptation.
CoRR, 2021

OmniPose: A Multi-Scale Framework for Multi-Person Pose Estimation.
CoRR, 2021

Robust Multi-Object Tracking Using Re-Identification Features and Graph Convolutional Networks.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

GILDA++: Grassmann Incremental Linear Discriminant Analysis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Extreme Face Inpainting with Sketch-Guided Conditional GAN.
Proceedings of the Computational Imaging XIX, Virtual Event, 11-28 January 2021., 2021

2020
Benchmarking Deep Trackers on Aerial Videos.
Sensors, 2020

Poly-GAN: Multi-conditioned GAN for fashion synthesis.
Neurocomputing, 2020

Resilience and Plasticity of Deep Network Interpretations for Aerial Imagery.
IEEE Access, 2020

Visualization of Deep Transfer Learning in SAR Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

LambdaNet: A Fully Convolutional Architecture for Directional Change Detection.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2020, 2020

UniPose: Unified Human Pose Estimation in Single Images and Videos.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Efficient Multilevel Architecture for Depth Estimation from a Single Image.
Proceedings of the Computational Imaging XVIII, Burlingame, 2020

2019
Grassmann Manifold Optimization for Fast L<sub>1</sub>-Norm Principal Component Analysis.
IEEE Signal Process. Lett., 2019

Waterfall Atrous Spatial Pooling Architecture for Efficient Semantic Segmentation.
Sensors, 2019

Deep domain adaptation with manifold aligned label transfer.
Mach. Vis. Appl., 2019

Visualizing the Resilience of Deep Convolutional Network Interpretations.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Cascaded Projection: End-To-End Network Compression and Acceleration.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Adaptive L1-Norm Principal-Component Analysis With Online Outlier Rejection.
IEEE J. Sel. Top. Signal Process., 2018

DEFRAG: Deep Euclidean Feature Representations through Adaptation on the Grassmann Manifold.
CoRR, 2018

Learning Robust Feature Representations in Deep Networks for Image Classification.
Proceedings of the 25th International Conference "Mixed Design of Integrated Circuits and System", 2018

Aerial-CAM: Salient Structures and Textures in Network Class Activation Maps of Aerial Imagery.
Proceedings of the 13th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2018

Multimodal Reconstruction Using Vector Representation.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Semantically Invariant Text-to-Image Generation.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Resilience and Self-Healing of Deep Convolutional Object Detectors.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Siamese Network with Multi-Level Features for Patch-Based Change Detection in Satellite Imagery.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Semantic Pose Machines.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2018, Burlingame, CA, USA, January 28, 2018

2017
Guest Editorial Special Issue on Extreme Imaging.
IEEE Trans. Computational Imaging, 2017

Flowdometry: An Optical Flow and Deep Learning Based Approach to Visual Odometry.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Continuous recognition with incremental learning on Grassmann manifolds.
Proceedings of the IEEE 60th International Midwest Symposium on Circuits and Systems, 2017

Distracted Driver Detection: Deep Learning vs Handcrafted Features.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2017, Burlingame, CA, USA, January 29, 2017

Manifold Guided Label Transfer for Deep Domain Adaptation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
Introduction of New Associate Editors.
IEEE Trans. Circuits Syst. Video Technol., 2016

Anomaly Detection in Video Using Predictive Convolutional Long Short-Term Memory Networks.
CoRR, 2016

Learning a perceptual manifold for image set classification.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

A novel time-frequency feature extraction algorithm based on dictionary learning.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Joint and Discriminative Dictionary Learning for Facial Expression Recognition.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2016, 2016

Robust Domain Adaptation on the L1-Grassmannian Manifold.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015
Lean histogram of oriented gradients features for effective eye detection.
J. Electronic Imaging, 2015

Grassmannian sparse representations.
J. Electronic Imaging, 2015

Grassmannian Spectral Regression for Learning and Classification.
Int. J. Artif. Intell. Tools, 2015

SVM with OpenCL: High performance implementation of support vector machines on heterogeneous systems.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

L1-Grassmann manifolds for robust face recognition.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Crowdpainting with Light: Participatory Imaging at the Big Shot.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Object tracking on mobile devices using binary descriptors.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2015, 2015

2014
LGE-KSVD: Robust Sparse Representation Classification.
IEEE Trans. Image Process., 2014

Statistical Estimation of Fluid Flow: An Image Restoration Approach.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Robust and Efficient Tracker Using Dictionary of Binary Descriptors and Locality Constraints.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Gesture Control Using Active Difference Signatures and Sparse Learning.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Efficient eye detection using HOG-PCA descriptor.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2014, 2014

2013
Manifold based sparse representation for facial understanding in natural images.
Image Vis. Comput., 2013

Grassmannian Spectral Regression for Action Recognition.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013

Keypoint matching and image registration using sparse representations.
Proceedings of the IEEE International Conference on Image Processing, 2013

Fusion of depth and color for an improved active shape model.
Proceedings of the IEEE International Conference on Image Processing, 2013

Joint optimization of manifold learning and sparse representations.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Real-time content-aware video retargeting for tunnel vision assistance.
Proceedings of the Multimedia Content and Mobile Devices 2013, 2013

LGE-KSVD: Flexible Dictionary Learning for Optimized Sparse Representation Classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Grassmannian Sparse Representations and Motion Depth Surfaces for 3D Action Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Practical image registration concerns overcome by the weighted and filtered mutual information metric.
J. Electronic Imaging, 2012

Low vision assistance using face detection and tracking on android smartphones.
Proceedings of the 55th IEEE International Midwest Symposium on Circuits and Systems, 2012

Towards the Usage of Optical Flow Temporal Features for Facial Expression Classification.
Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012

3D Action Classification Using Sparse Spatio-temporal Feature Representations.
Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012

Fusion of static and temporal predictors for unconstrained facial expression recognition.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

A spatiotemporal descriptor based on radial distances and 3D joint tracking for action classification.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011
Online Distance Metric Learning for Object Tracking.
IEEE Trans. Circuits Syst. Video Technol., 2011

Unsupervised automated panorama creation for realistic surveillance scenes through weighted mutual information registration.
Proceedings of the Image Processing: Algorithms and Systems IX, 2011

Manifold learning for simultaneous pose and facial expression recognition.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Manifold based Sparse Representation for robust expression recognition without neutral subtraction.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

2010
Face Recognition Using Sparse Representations and Manifold Learning.
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

Facial Expression Recognition Using Facial Features and Manifold Learning.
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

View Invariant Activity Recognition with Manifold Learning.
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

Manifold Modeling with Learned Distance in Random Projection Space for Face Recognition.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Pose estimation using facial feature points and manifold learning.
Proceedings of the International Conference on Image Processing, 2010

Sparse Representations and Distance Learning for Attribute Based Category Recognition.
Proceedings of the Trends and Topics in Computer Vision, 2010

2009
Human Activity Recognition Using the 4D Spatiotemporal Shape Context Descriptor.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Indirect Camera Calibration for Surgery Tracking.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Facial pose estimation using a symmetrical feature model.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Random Projections for face detection under resource constraints.
Proceedings of the International Conference on Image Processing, 2009

A random projections model for object tracking under variable pose and multi-camera views.
Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009

2008
Face Detection in Resource Constrained Wireless Systems.
Proceedings of the Mobile Multimedia Processing: Fundamentals, 2008

Multiple description based image transmission with Low Density Parity Check codes.
Proceedings of the International Conference on Image Processing, 2008

2007
Facial pose estimation for image retrieval.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Parts-based face detection at multiple views.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

2005
A Bayesian network-based framework for semantic image understanding.
Pattern Recognit., 2005

Multilevel color form dropout: algorithms and media processor implementation.
J. Electronic Imaging, 2005

Adaptive multilevel median filtering of image sequences.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
Improved scene classification using efficient low-level features and semantic cues.
Pattern Recognit., 2004

A neural network approach to key frame extraction.
Proceedings of the Storage and Retrieval Methods and Applications for Multimedia 2004, 2004

Bayesian Network Structure Learning and Inference in Indoor vs. Outdoor Image Classification.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Improved techniques for watermarking halftone images.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

A VHDL MPEG-7 shape descriptor extractor.
Proceedings of the ACM/SIGDA 12th International Symposium on Field Programmable Gate Arrays, 2004

A flexible hardware architecture for 2-D discrete wavelet transform.
Proceedings of the ACM/SIGDA 12th International Symposium on Field Programmable Gate Arrays, 2004

2003
Automated event clustering and quality screening of consumer pictures for digital albuming.
IEEE Trans. Multim., 2003

A two phase approach to Bayesian network model selection and comparison between the MDL and DGM scoring heuristics.
Proceedings of the IEEE International Conference on Systems, 2003

Efficient Mobile Imaging Using Emphasis Image Selection.
Proceedings of the PICS 2003: The PICS Conference, 2003

2002
Evaluation of algorithms for lossless compression of continuous-tone images.
J. Electronic Imaging, 2002

A Computationally Efficient Approach to Indoor/Outdoor Scene Classification.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Benchmarking and hardware implementation of JPEG-LS.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Self-supervised texture segmentation using complementary types of features.
Pattern Recognit., 2001

Indoor vs outdoor classification of consumer photographs using low-level and semantic features.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
Automatic Image Event Segmentation and Quality Screening for Albuming Applications.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Evaluation of Lossless Compression Methods for Gray Scale Document Images.
Proceedings of the 2000 International Conference on Image Processing, 2000

On the Application of Bayes Networks to Semantic Understanding of Consumer Photographs.
Proceedings of the 2000 International Conference on Image Processing, 2000

Two-Stage Texture Segmentation Using Complementary Features.
Proceedings of the 2000 International Conference on Image Processing, 2000

Evaluation of image appeal in consumer photography.
Proceedings of the Human Vision and Electronic Imaging V, 2000

1998
Adaptive Document Image Thresholding using Foreground and Background Clustering.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1994
Operator Decomposition using the Wavelet Transform: Fundamental Properties and Image Restoration Applications.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

1993
On the accuracy of PSF representation in image restoration.
IEEE Trans. Image Process., 1993

Blur identification by residual spectral matching.
IEEE Trans. Image Process., 1993

1991
Blur identification by statistical analysis.
Proceedings of the 1991 International Conference on Acoustics, 1991


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