Lina J. Karam

Affiliations:
  • Arizona State University, Tempe, Arizona, USA


According to our database1, Lina J. Karam authored at least 174 papers between 1994 and 2024.

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

Awards

IEEE Fellow

IEEE Fellow 2013, "For contributions to perception-based visual processing, image and video communications, and digital filtering".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Reduced-complexity Convolutional Neural Network in the compressed domain.
Neural Networks, January, 2024

2023
Learning-based Visual Compression.
Found. Trends Comput. Graph. Vis., 2023

DNN-Compressed Domain Visual Recognition with Feature Adaptation.
CoRR, 2023

Panel: Faculty Leadership.
Proceedings of the IEEE Frontiers in Education Conference, 2023

2022
Frequency-Tuned Universal Adversarial Attacks on Texture Recognition.
IEEE Trans. Image Process., 2022

Visual Quality Assessment of Adversarially Attacked Images.
Proceedings of the 10th European Workshop on Visual Information Processing, 2022

2021
It GAN Do Better: GAN-Based Detection of Objects on Images With Varying Quality.
IEEE Trans. Image Process., 2021

Autonomous Driving: Part 2-Learning and Cognition [From the Guest Editors].
IEEE Signal Process. Mag., 2021

Learning-based Compression for Material and Texture Recognition.
CoRR, 2021

2020
Autonomous Driving: Part 1-Sensing and Perception [From the Guest Editors].
IEEE Signal Process. Mag., 2020

Towards Imperceptible Universal Attacks on Texture Recognition.
CoRR, 2020

A Study for Universal Adversarial Attacks on Texture Recognition.
CoRR, 2020

Frequency-Tuned Universal Adversarial Attacks.
CoRR, 2020

Universal Adversarial Attack Via Enhanced Projected Gradient Descent.
Proceedings of the IEEE International Conference on Image Processing, 2020

Frequency-Tuned Universal Adversarial Perturbations.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Defending Against Universal Attacks Through Selective Feature Regeneration.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
DeepCorrect: Correcting DNN Models Against Image Distortions.
IEEE Trans. Image Process., 2019

Human and DNN Classification Performance on Images With Quality Distortions: A Comparative Study.
ACM Trans. Appl. Percept., 2019

Robust obstacle detection for advanced driver assistance systems using distortions of inverse perspective mapping of a monocular camera.
Robotics Auton. Syst., 2019

Augmented SRC for face recognition under quality distortions.
IET Biom., 2019

Defending against Adversarial Attacks through Resilient Feature Regeneration.
CoRR, 2019

Encoding and monitoring responsibility sensitive safety rules for automated vehicles in signal temporal logic.
Proceedings of the 17th ACM-IEEE International Conference on Formal Methods and Models for System Design, 2019

2018
Quality Robust Mixtures of Deep Neural Networks.
IEEE Trans. Image Process., 2018

Visual Saliency Prediction Using a Mixture of Deep Neural Networks.
IEEE Trans. Image Process., 2018

Multifeature, Sparse-Based Approach for Defects Detection and Classification in Semiconductor Units.
IEEE Trans Autom. Sci. Eng., 2018

Full Reference Objective Quality Assessment for Reconstructed Background Images.
J. Imaging, 2018

Unconstrained ear recognition using deep neural networks.
IET Biom., 2018

Generative Sensing: Transforming Unreliable Sensor Data for Reliable Recognition.
Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

Augmented Sparse Representation Classifier for Blurred Face Recognition.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Synthesized Texture Quality Assessment via Multi-Scale Spatial and Statistical Texture Attributes of Image and Gradient Magnitude Coefficients.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
Computational Visual Attention Models.
Found. Trends Signal Process., 2017

Quality Resilient Deep Neural Networks.
CoRR, 2017

Can the Early Human Visual System Compete with Deep Neural Networks?
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

A Study and Comparison of Human and Deep Learning Recognition Performance under Visual Distortions.
Proceedings of the 26th International Conference on Computer Communication and Networks, 2017

Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Reduced-Reference Quality Assessment Based on the Entropy of DWT Coefficients of Locally Weighted Gradient Magnitudes.
IEEE Trans. Image Process., 2016

A Locally Weighted Fixation Density-Based Metric for Assessing the Quality of Visual Saliency Predictions.
IEEE Trans. Image Process., 2016

Stereo Vision Based Automated Solder Ball Height and Substrate Coplanarity Inspection.
IEEE Trans Autom. Sci. Eng., 2016

3D Blur Discrimination.
ACM Trans. Appl. Percept., 2016

The Effect of Distortions on the Prediction of Visual Attention.
CoRR, 2016

Visual quality assessment of reconstructed background images.
Proceedings of the Eighth International Conference on Quality of Multimedia Experience, 2016

Understanding how image quality affects deep neural networks.
Proceedings of the Eighth International Conference on Quality of Multimedia Experience, 2016

Efficient perceptual-based spatially varying out-of-focus blur detection.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

General chair's welcome.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Multi-feature sparse-based defect detection and classification in semiconductor units.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Reduced-reference synthesized-texture quality assessment based on multi-scale spatial and statistical texture attributes.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Visual attention quality database for benchmarking performance evaluation metrics.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Robust radial distortion correction based on alternate optimization.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
A No-Reference Texture Regularity Metric Based on Visual Saliency.
IEEE Trans. Image Process., 2015

A no reference texture granularity index and application to visual media compression.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Reduced-reference quality assessment based on the entropy of DNT coefficients of locally weighted gradients.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

A subjective study and an objective metric to quantify the granularity level of textures.
Proceedings of the Human Vision and Electronic Imaging XX, 2015

Quality labeled faces in the wild (QLFW): a database for studying face recognition in real-world environments.
Proceedings of the Human Vision and Electronic Imaging XX, 2015

2014
A Distributed Canny Edge Detector: Algorithm and FPGA Implementation.
IEEE Trans. Image Process., 2014

The Effect of Applying 2D Enhancement Algorithms on 3D Video Content.
J. Electr. Comput. Eng., 2014

A no-reference objective image quality metric based on perceptually weighted local noise.
EURASIP J. Image Video Process., 2014

Adaptive texture synthesis based on perceived texture regularity.
Proceedings of the Sixth International Workshop on Quality of Multimedia Experience, 2014

Sparse Depth Calculation Using Real-Time Key-Point Detection and Structure from Motion for Advanced Driver Assist Systems.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Automated Bird Plumage Coloration Quantification in Digital Images.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

A reduced-reference perceptual quality metric for texture synthesis.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Change detection on SAR images using divisive normalization-based image representation.
Proceedings of the IEEE International Conference on Acoustics, 2014

Study of blur discrimination for 3D stereo viewing.
Proceedings of the Stereoscopic Displays and Applications XXV, 2014

An evaluation of attention models for use in SLAM.
Proceedings of the Intelligent Robots and Computer Vision XXXI: Algorithms and Techniques, 2014

2013
Traffic and Statistical Multiplexing Characterization of 3-D Video Representation Formats.
IEEE Trans. Broadcast., 2013

Traffic and Statistical Multiplexing Characterization of 3D Video Representation Formats (Extended Version).
CoRR, 2013

Is Bottom-Up Attention Useful for Scene Recognition?
CoRR, 2013

Integration of 3D 1H-magnetic resonance spectroscopy data into neuronavigation systems for tumor biopsies.
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013

Change detection on SAR images by a parametric estimation of the KL-divergence between Gaussian Mixture Models.
Proceedings of the IEEE International Conference on Acoustics, 2013

A no-reference perceptual texture regularity metric.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
H.264 Coarse Grain Scalable (CGS) and Medium Grain Scalable (MGS) Encoded Video: A Trace Based Traffic and Quality Evaluation.
IEEE Trans. Broadcast., 2012

Select Trends in Image, Video, and Multidimensional Signal Processing [In the Spotlight].
IEEE Signal Process. Mag., 2012

Quality of multimedia experience.
EURASIP J. Image Video Process., 2012

Improved foveation- and saliency-based visual attention prediction under a quality assessment task.
Proceedings of the Fourth International Workshop on Quality of Multimedia Experience, 2012

An Overview of Perceptual Processing for Digital Pictures.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, 2012

Camera calibration using adaptive segmentation and ellipse fitting for localizing control points.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Attentive gesture recognition.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Sparse depth estimation using multi-view 3D modeling.
Proceedings of the 2012 IEEE International Conference on Emerging Signal Processing Applications, 2012

2011
A No-Reference Image Blur Metric Based on the Cumulative Probability of Blur Detection (CPBD).
IEEE Trans. Image Process., 2011

An Efficient Selective Perceptual-Based Super-Resolution Estimator.
IEEE Trans. Image Process., 2011

Objective Video Quality Assessment Methods: A Classification, Review, and Performance Comparison.
IEEE Trans. Broadcast., 2011

Automated Detection and Classification of Non-Wet Solder Joints.
IEEE Trans Autom. Sci. Eng., 2011

The Quality of Multimedia: Challenges and Trends [From the Guest Editors].
IEEE Signal Process. Mag., 2011

Subjective characteristics for stereoscopic high definition video.
Proceedings of the Third International Workshop on Quality of Multimedia Experience, 2011

Efficient Super-Resolution driven by saliency selectivity.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Automated analysis of leaf venation patterns.
Proceedings of the 2011 IEEE Workshop on Computational Intelligence for Visual Intelligence, 2011

2010
BLAST-DVC: BitpLAne SelecTive distributed video coding.
Multim. Tools Appl., 2010

Super-resolution using a Wavelet-based Adaptive Wiener Filter.
Proceedings of the International Conference on Image Processing, 2010

A distributed psycho-visually motivated Canny edge detector.
Proceedings of the IEEE International Conference on Acoustics, 2010

Robust automatic void detection in solder balls.
Proceedings of the IEEE International Conference on Acoustics, 2010

Background subtraction using spatio-temporal continuities.
Proceedings of the 2nd European Workshop on Visual Information Processing, 2010

On the assessment of the quality of textures in visual media.
Proceedings of the 44th Annual Conference on Information Sciences and Systems, 2010

Overview and Traffic Characterization of Coarse-Grain Quality Scalable (CGS) H.264 SVC Encoded Video.
Proceedings of the 7th IEEE Consumer Communications and Networking Conference, 2010

Shape analysis and classification of <i>lgl</i>-type and wild-type neurons.
Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, 2010

2009
A No-Reference Objective Image Sharpness Metric Based on the Notion of Just Noticeable Blur (JNB).
IEEE Trans. Image Process., 2009

Trends in multicore DSP platforms.
IEEE Signal Process. Mag., 2009

Introduction to the Issue on Visual Media Quality Assessment.
IEEE J. Sel. Top. Signal Process., 2009

Transform-domain distributed video coding with rate-distortion-based adaptive quantisation.
IET Image Process., 2009

Efficient perceptual attentive super-resolution.
Proceedings of the International Conference on Image Processing, 2009

An H.264/SVC memory architecture supporting spatial and course-grained quality scalabilities.
Proceedings of the International Conference on Image Processing, 2009

AQT-DVC: Adaptive Quantization for transform-domain distributed video coding.
Proceedings of the International Conference on Image Processing, 2009

Background recovery from video sequences using motion parameters.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Introduction to Engineering: A Starter's Guide with Hands-On Analog Multimedia Explorations
Synthesis Lectures on Engineering, Morgan & Claypool Publishers, ISBN: 978-3-031-79318-9, 2008

Introduction to Engineering: A Starter's Guide with Hands-On Digital Multimedia and Robotics Explorations
Synthesis Lectures on Engineering, Morgan & Claypool Publishers, ISBN: 978-3-031-79315-8, 2008

On the Performance of Autocorrelation Estimation Algorithms for fMRI Analysis.
IEEE J. Sel. Top. Signal Process., 2008

Traffic and Quality Characterization of the H.264/AVC Scalable Video Coding Extension.
Adv. Multim., 2008

Region-of-interest-based ultra-low-bit-rate video coding.
Proceedings of the Visual Information Processing XVII, 2008

An improved perception-based no-reference objective image sharpness metric using iterative edge refinement.
Proceedings of the International Conference on Image Processing, 2008

A no-reference perceptual image sharpness metric based on saliency-weighted foveal pooling.
Proceedings of the International Conference on Image Processing, 2008

An efficient, SELective, Perceptual-based super-resolution estimator.
Proceedings of the International Conference on Image Processing, 2008

Rate-distortion based selective decoding for pixel-domain distributed video coding.
Proceedings of the International Conference on Image Processing, 2008

Session WA8b: Video coding.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

BitpLAne SelecTive distributed video coding.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007
Selective Error Detection for Error-Resilient Wavelet-Based Image Coding.
IEEE Trans. Image Process., 2007

Corrections to "Video texture and motion based modeling of rate variability-distortion (VD) curves".
IEEE Trans. Broadcast., 2007

Video Texture and Motion Based Modeling of Rate Variability-Distortion (VD) Curves.
IEEE Trans. Broadcast., 2007

An adaptive POCS algorithm for compression artifacts removal.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

Migration and Proliferation Analysis for Bladder Cancer Cells.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

A No-Reference Objective Image Sharpness Metric Based on Just-Noticeable Blur and Probability Summation.
Proceedings of the International Conference on Image Processing, 2007

Block-Adaptive Wyner-Ziv Coding for Transform-Domain Distributed Video Coding.
Proceedings of the IEEE International Conference on Acoustics, 2007

Suppression of Mosquito Noise by Recursive Epsilon-Filters.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
JPEG2000 Encoding With Perceptual Distortion Control.
IEEE Trans. Image Process., 2006

Automatic network-adaptive ultra-low-bit-rate video coding.
Proceedings of the Visual Information Processing XV, 2006

Distributed video coding with 3D recursive search block matching.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

A Captcha Based on the Human Visual Systems Masking Characteristics.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Video Texture and Motion based Modeling of Rate Variability-Distortion (VD) Curves of I, P, and B Frames.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Human Visual System Based No-Reference Objective Image Sharpness Metric.
Proceedings of the International Conference on Image Processing, 2006

Selective Error Detection for Error-Resilient JPEG2000 Coding.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

DNA-Residual: A DNA Compression Algorithm using Forward Linear Prediction.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Distributed Video Coding With Lossy Side Information.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Mutual information-based analysis of JPEG2000 contexts.
IEEE Trans. Image Process., 2005

Super-resolution video enhancment based on a constrained set of motion vectors.
Proceedings of the Visual Information Processing XIV, 2005

No-reference objective wavelet based noise immune image sharpness metric.
Proceedings of the 2005 International Conference on Image Processing, 2005

Reduced-Delay Selective ARQ for Low Bit-Rate Image and Multimedia Data Transmission.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

A Motion-Augmented Super-Resolution Scheme for Very Low-Bit-Rate Video Enhancement.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Automated Characterization of cellular migration phenomena.
Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference Workshops & Poster Abstracts, 2005

2004
JPEG2000-based shape adaptive algorithm for the efficient coding of multiple regions-of interest.
Proceedings of the 2004 International Conference on Image Processing, 2004

Selective fec for error-resilient image coding and transmission using similarity check functions.
Proceedings of the 2004 International Conference on Image Processing, 2004

An embedded scaling-based arbitrary shape region-of-interest coding method for JPEG2000.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Error-resilient multiple description video coding for wireless transmission over multiple iridium channels.
Proceedings of the Visual Information Processing XII, Orlando, FL, USA, April 21, 2003, 2003

An efficient long-term memory motion compensated prediction scheme and application to error-resilient video transmission.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

Wavelet-based adaptive image denoising with edge preservation.
Proceedings of the 2003 International Conference on Image Processing, 2003

On-line laboratories for image and two-dimensional signal processing using 2D J-DSP.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Adaptive image coding with perceptual distortion control.
IEEE Trans. Image Process., 2002

Robust hyperspectral image coding with channel-optimized trellis-coded quantization.
IEEE Trans. Geosci. Remote. Sens., 2002

Error-resilient image coding and transmission over wireless channels.
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002

Context formation by mutual information maximization.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Canonic signed digit Chebyshev FIR filter design.
IEEE Signal Process. Lett., 2001

Joint source-channel coding of images using punctured convolutional codes and trellis-coded quantization.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

Image coding for transmission over multiple noisy channels using punctured convolutional codes and trellis-coded quantization.
Proceedings of the 2001 International Conference on Image Processing, 2001

Coding of digital imagery for transmission over multiple noisy channels.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
Locally adaptive perceptual image coding.
IEEE Trans. Image Process., 2000

Morphological text extraction from images.
IEEE Trans. Image Process., 2000

Morphological Reversible Contour Representation.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

Image coding with robust channel-optimized trellis-coded quantization.
IEEE J. Sel. Areas Commun., 2000

Wavelet-based perceptually lossless coding of R-G-B images.
Integr. Comput. Aided Eng., 2000

Error-resilient video coding with channel-optimized trellis-coded quantization.
Proceedings of the 2000 IEEE Wireless Communications and Networking Conference, 2000

An Efficient Embedded Zerotree Wavelet Image Codec Based on Intraband Partitioning.
Proceedings of the 2000 International Conference on Image Processing, 2000

Error-resilient video coding and application to telemedicine.
Proceedings of the 2000 7th IEEE International Conference on Electronics, 2000

Multiple description channel-optimized trellis-coded quantization.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
Two-dimensional FIR filter design by transformation.
IEEE Trans. Signal Process., 1999

Chebyshev digital FIR filter design.
Signal Process., 1999

Channel-optimized transform coding of imagery.
Proceedings of the Visual Information Processing VIII, Orlando, FL, USA, April 5, 1999, 1999

A Perceptually Tuned Image Coder with Channel-Optimized Trellis-Coded Quantization.
Proceedings of the 1999 International Conference on Image Processing, 1999

Wavelet-based image coder with channel-optimized trellis-coded quantization.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
Perceptual image compression for data transmission on the battlefield.
Proceedings of the Visual Information Processing VII, Orlando, FL, USA, April 13, 1998, 1998

Locally-adaptive image coding based on a perceptual target distortion.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997
Efficient design of digital filters for 2-D and 3-D depth migration.
IEEE Trans. Signal Process., 1997

A Perceptually Tuned Embedded Zerotree Image Coder.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

APIC: Adaptive Perceptual Image Coding Based on Sub-Band Decomposition with Locally Adaptive Perceptual Weighting.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

On the design of multidimensional FIR filters by transformation.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Design of complex multi-dimensional FIR filters by transformation.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Efficient design of families of FIR filters by transformation.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995
Chroma coding for video at very low bit rates.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

1994
A Multiple Exchange Remez Algorithm for Complex FIR Filter Design in the Chebyshev Sense.
Proceedings of the 1994 IEEE International Symposium on Circuits and Systems, ISCAS 1994, London, England, UK, May 30, 1994


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