Lina J. Karam

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 60

Top Venues

CoRR

ICIP

IEEE Trans. Image Process.

QoMEX

Publications

Ruolei Ji, Lina J. Karam
Compressed-Domain Vision Transformer for Image Classification. IEEE J. Emerg. Sel. Topics Circuits Syst. 14 (2) (2024)
Hamdan Abdellatef, Lina J. Karam
Reduced-complexity Convolutional Neural Network in the compressed domain. Neural Networks 169 (2024)
Ruolei Ji, Lina J. Karam
Learning-based Visual Compression. Found. Trends Comput. Graph. Vis. 15 (1) (2023)
Lina J. Karam, Georges Zissis, Jason Yao, Jill Nelson, Minho Jo, Rafal Sliz, Michele Nogueira, Steve Watkins, Huihui Wang
Panel: Faculty Leadership. FIE (2023)
Yingpeng Deng, Lina J. Karam
DNN-Compressed Domain Visual Recognition with Feature Adaptation. CoRR (2023)
Yingpeng Deng, Lina J. Karam
Frequency-Tuned Universal Adversarial Attacks on Texture Recognition. IEEE Trans. Image Process. 31 (2022)
Ali H. Mezher, Yingpeng Deng, Lina J. Karam
Visual Quality Assessment of Adversarially Attacked Images. EUVIP (2022)
Charan D. Prakash, Lina J. Karam
It GAN Do Better: GAN-Based Detection of Objects on Images With Varying Quality. IEEE Trans. Image Process. 30 (2021)
Lina J. Karam, Jay Katupitiya, Vicente Milanés, Ioannis Pitas, Jieping Ye
Autonomous Driving: Part 2-Learning and Cognition [From the Guest Editors]. IEEE Signal Process. Mag. 38 (1) (2021)
Yingpeng Deng, Lina J. Karam
Learning-based Compression for Material and Texture Recognition. CoRR (2021)
Yingpeng Deng, Lina J. Karam
Frequency-Tuned Universal Adversarial Perturbations. ECCV Workshops (5) (2020)
Yingpeng Deng, Lina J. Karam
Towards Imperceptible Universal Attacks on Texture Recognition. CoRR (2020)
Yingpeng Deng, Lina J. Karam
Frequency-Tuned Universal Adversarial Attacks. CoRR (2020)
Tejas S. Borkar, Felix Heide, Lina J. Karam
Defending Against Universal Attacks Through Selective Feature Regeneration. CVPR (2020)
Yingpeng Deng, Lina J. Karam
A Study for Universal Adversarial Attacks on Texture Recognition. CoRR (2020)
Yingpeng Deng, Lina J. Karam
Universal Adversarial Attack Via Enhanced Projected Gradient Descent. ICIP (2020)
Lina J. Karam, Jay Katupitiya, Vicente Milanés, Ioannis Pitas, Jieping Ye
Autonomous Driving: Part 1-Sensing and Perception [From the Guest Editors]. IEEE Signal Process. Mag. 37 (4) (2020)
Samuel F. Dodge, Lina J. Karam
Human and DNN Classification Performance on Images With Quality Distortions: A Comparative Study. ACM Trans. Appl. Percept. 16 (2) (2019)
Tejas S. Borkar, Lina J. Karam
DeepCorrect: Correcting DNN Models Against Image Distortions. IEEE Trans. Image Process. 28 (12) (2019)
Tejas S. Borkar, Felix Heide, Lina J. Karam
Defending against Adversarial Attacks through Resilient Feature Regeneration. CoRR (2019)
Jinane Mounsef, Lina J. Karam
Augmented SRC for face recognition under quality distortions. IET Biom. 8 (6) (2019)
Charan D. Prakash, Lina J. Karam
It GAN DO Better: GAN-based Detection of Objects on Images with Varying Quality. CoRR (2019)
Mohammad Hekmatnejad, Shakiba Yaghoubi, Adel Dokhanchi, Heni Ben Amor, Aviral Shrivastava, Lina J. Karam, Georgios Fainekos
Encoding and monitoring responsibility sensitive safety rules for automated vehicles in signal temporal logic. MEMOCODE (2019)
Charan D. Prakash, Farshad Akhbari, Lina J. Karam
Robust obstacle detection for advanced driver assistance systems using distortions of inverse perspective mapping of a monocular camera. Robotics Auton. Syst. 114 (2019)
Samuel F. Dodge, Lina J. Karam
Visual Saliency Prediction Using a Mixture of Deep Neural Networks. IEEE Trans. Image Process. 27 (8) (2018)
Samuel F. Dodge, Lina J. Karam
Quality Robust Mixtures of Deep Neural Networks. IEEE Trans. Image Process. 27 (11) (2018)
Jinane Mounsef, Lina J. Karam
Augmented Sparse Representation Classifier for Blurred Face Recognition. ICIP (2018)
S. Alireza Golestaneh, Lina J. Karam
Synthesized Texture Quality Assessment via Multi-scale Spatial and Statistical Texture Attributes of Image and Gradient Magnitude Coefficients. CoRR (2018)
Lina J. Karam, Tejas S. Borkar, Yu Cao, Junseok Chae
Generative Sensing: Transforming Unreliable Sensor Data for Reliable Recognition. MIPR (2018)
Lina J. Karam, Tejas S. Borkar, Yu Cao, Junseok Chae
Generative Sensing: Transforming Unreliable Sensor Data for Reliable Recognition. CoRR (2018)
S. Alireza Golestaneh, Lina J. Karam
Synthesized Texture Quality Assessment via Multi-Scale Spatial and Statistical Texture Attributes of Image and Gradient Magnitude Coefficients. CVPR Workshops (2018)
Bashar Haddad, Sen Yang, Lina J. Karam, Jieping Ye, Nital S. Patel, Martin W. Braun
Multifeature, Sparse-Based Approach for Defects Detection and Classification in Semiconductor Units. IEEE Trans Autom. Sci. Eng. 15 (1) (2018)
Aditee Shrotre, Lina J. Karam
Full Reference Objective Quality Assessment for Reconstructed Background Images. J. Imaging 4 (6) (2018)
Samuel F. Dodge, Jinane Mounsef, Lina J. Karam
Unconstrained ear recognition using deep neural networks. IET Biom. 7 (3) (2018)
Aditee Shrotre, Lina J. Karam
Full Reference Objective Quality Assessment for Reconstructed Background Images. CoRR (2018)
S. Alireza Golestaneh, Lina J. Karam
Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes. CVPR (2017)
Samuel F. Dodge, Lina J. Karam
Can the early human visual system compete with Deep Neural Networks? CoRR (2017)
Samuel F. Dodge, Lina J. Karam
Visual Saliency Prediction Using a Mixture of Deep Neural Networks. CoRR (2017)
Milind S. Gide, Lina J. Karam
Computational Visual Attention Models. Found. Trends Signal Process. 10 (4) (2017)
Samuel F. Dodge, Lina J. Karam
A Study and Comparison of Human and Deep Learning Recognition Performance Under Visual Distortions. CoRR (2017)
Samuel F. Dodge, Lina J. Karam
A Study and Comparison of Human and Deep Learning Recognition Performance under Visual Distortions. ICCCN (2017)
Tejas S. Borkar, Lina J. Karam
DeepCorrect: Correcting DNN models against Image Distortions. CoRR (2017)
Milind S. Gide, Lina J. Karam
A Locally Weighted Fixation Density-Based Metric for Assessing the Quality of Visual Saliency Predictions. CoRR (2017)
S. Alireza Golestaneh, Lina J. Karam
Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes. CoRR (2017)
Samuel F. Dodge, Lina J. Karam
Quality Resilient Deep Neural Networks. CoRR (2017)
Samuel F. Dodge, Lina J. Karam
Can the Early Human Visual System Compete with Deep Neural Networks? ICCV Workshops (2017)
Milind S. Gide, Samuel F. Dodge, Lina J. Karam
The Effect of Distortions on the Prediction of Visual Attention. CoRR (2016)
Samuel F. Dodge, Lina J. Karam
Understanding How Image Quality Affects Deep Neural Networks. CoRR (2016)
S. Alireza Golestaneh, Lina J. Karam
Reduced-reference synthesized-texture quality assessment based on multi-scale spatial and statistical texture attributes. ICIP (2016)
Juan Andrade, Lina J. Karam
Robust radial distortion correction based on alternate optimization. ICIP (2016)
Tong Zhu, Lina J. Karam
Efficient perceptual-based spatially varying out-of-focus blur detection. ICIP (2016)
Milind S. Gide, Lina J. Karam
A Locally Weighted Fixation Density-Based Metric for Assessing the Quality of Visual Saliency Predictions. IEEE Trans. Image Process. 25 (8) (2016)
Aditee Shrotre, Lina J. Karam
Visual quality assessment of reconstructed background images. QoMEX (2016)
Lina J. Karam
General chair's welcome. ICIP (2016)
Milind S. Gide, Samuel F. Dodge, Lina J. Karam
Visual attention quality database for benchmarking performance evaluation metrics. ICIP (2016)
S. Alireza Golestaneh, Lina J. Karam
Reduced-Reference Quality Assessment Based on the Entropy of DWT Coefficients of Locally Weighted Gradient Magnitudes. IEEE Trans. Image Process. 25 (11) (2016)
Bashar Haddad, Lina J. Karam, Jieping Ye, Nital Patel, Martin W. Braun
Multi-feature sparse-based defect detection and classification in semiconductor units. ICIP (2016)
Mahesh M. Subedar, Lina J. Karam
3D Blur Discrimination. ACM Trans. Appl. Percept. 13 (3) (2016)
Samuel F. Dodge, Lina J. Karam
Understanding how image quality affects deep neural networks. QoMEX (2016)
Jinjin Li, Bonnie L. Bennett, Lina J. Karam, Jeffrey S. Pettinato
Stereo Vision Based Automated Solder Ball Height and Substrate Coplanarity Inspection. IEEE Trans Autom. Sci. Eng. 13 (2) (2016)
Srenivas Varadarajan, Lina J. Karam
A No-Reference Texture Regularity Metric Based on Visual Saliency. IEEE Trans. Image Process. 24 (9) (2015)
S. Alireza Golestaneh, Lina J. Karam
Reduced-reference quality assessment based on the entropy of DNT coefficients of locally weighted gradients. ICIP (2015)
Mahesh M. Subedar, Lina J. Karam
A no reference texture granularity index and application to visual media compression. ICIP (2015)
Mahesh M. Subedar, Lina J. Karam
A subjective study and an objective metric to quantify the granularity level of textures. Human Vision and Electronic Imaging (2015)
Lina J. Karam, Tong Zhu
Quality labeled faces in the wild (QLFW): a database for studying face recognition in real-world environments. Human Vision and Electronic Imaging (2015)
Sin Lin Wu, Jorge E. Caviedes, Lina J. Karam, Ingrid Heynderickx
The Effect of Applying 2D Enhancement Algorithms on 3D Video Content. J. Electr. Comput. Eng. 2014 (2014)
Srenivas Varadarajan, Lina J. Karam
Adaptive texture synthesis based on perceived texture regularity. QoMEX (2014)
Charan D. Prakash, Jinjin Li, Farshad Akhbari, Lina J. Karam
Sparse Depth Calculation Using Real-Time Key-Point Detection and Structure from Motion for Advanced Driver Assist Systems. ISVC (1) (2014)
Qian Xu, Lina J. Karam
Change detection on SAR images using divisive normalization-based image representation. ICASSP (2014)
Samuel F. Dodge, Lina J. Karam
An evaluation of attention models for use in SLAM. Intelligent Robots and Computer Vision: Algorithms and Techniques (2014)
Qian Xu, Srenivas Varadarajan, Chaitali Chakrabarti, Lina J. Karam
A Distributed Canny Edge Detector: Algorithm and FPGA Implementation. IEEE Trans. Image Process. 23 (7) (2014)
Tejas S. Borkar, Lina J. Karam
Automated Bird Plumage Coloration Quantification in Digital Images. ISVC (2) (2014)
Mahesh Subedar, Lina J. Karam
Study of blur discrimination for 3D stereo viewing. SD&A (2014)
Tong Zhu, Lina J. Karam
A no-reference objective image quality metric based on perceptually weighted local noise. EURASIP J. Image Video Process. 2014 (2014)
Srenivas Varadarajan, Lina J. Karam
A reduced-reference perceptual quality metric for texture synthesis. ICIP (2014)
Berkay Kanberoglu, Nina Z. Moore, David H. Frakes, Lina J. Karam, Josef P. Debbins, Mark C. Preul
Integration of 3D 1H-magnetic resonance spectroscopy data into neuronavigation systems for tumor biopsies. Medical Imaging: Image-Guided Procedures (2013)
Qian Xu, Lina J. Karam
Change detection on SAR images by a parametric estimation of the KL-divergence between Gaussian Mixture Models. ICASSP (2013)
Akshay Pulipaka, Patrick Seeling, Martin Reisslein, Lina J. Karam
Traffic and Statistical Multiplexing Characterization of 3D Video Representation Formats (Extended Version). CoRR (2013)
Akshay Pulipaka, Patrick Seeling, Martin Reisslein, Lina J. Karam
Traffic and Statistical Multiplexing Characterization of 3-D Video Representation Formats. IEEE Trans. Broadcast. 59 (2) (2013)
Srenivas Varadarajan, Lina J. Karam
A no-reference perceptual texture regularity metric. ICASSP (2013)
Samuel F. Dodge, Lina J. Karam
Is Bottom-Up Attention Useful for Scene Recognition? CoRR (2013)
Charan D. Prakash, Lina J. Karam
Camera calibration using adaptive segmentation and ellipse fitting for localizing control points. ICIP (2012)
Milind S. Gide, Lina J. Karam
Improved foveation- and saliency-based visual attention prediction under a quality assessment task. QoMEX (2012)
Gaurav Sharma, Lina J. Karam, Patrick J. Wolfe
Select Trends in Image, Video, and Multidimensional Signal Processing [In the Spotlight]. IEEE Signal Process. Mag. 29 (1) (2012)
Hong Ren Wu, Weisi Lin, Lina J. Karam
An Overview of Perceptual Processing for Digital Pictures. ICME Workshops (2012)
Samuel F. Dodge, Lina J. Karam
Attentive gesture recognition. ICIP (2012)
Jinjin Li, Lina J. Karam
Sparse depth estimation using multi-view 3D modeling. ESPA (2012)
Gokce Dane, Lina J. Karam, Khaled El-Maleh, Vittorio Baroncini, Touradj Ebrahimi
Quality of multimedia experience. EURASIP J. Image Video Process. 2012 (2012)
Rohan Gupta, Akshay Pulipaka, Patrick Seeling, Lina J. Karam, Martin Reisslein
H.264 Coarse Grain Scalable (CGS) and Medium Grain Scalable (MGS) Encoded Video: A Trace Based Traffic and Quality Evaluation. IEEE Trans. Broadcast. 58 (3) (2012)
Kazuhisa Yamagishi, Lina J. Karam, Jun Okamoto, Takanori Hayashi
Subjective characteristics for stereoscopic high definition video. QoMEX (2011)
Jinane Mounsef, Lina J. Karam
Automated analysis of leaf venation patterns. CIVI (2011)
Asaad F. Said, Bonnie L. Bennett, Lina J. Karam, Jeffrey S. Pettinato
Automated Detection and Classification of Non-Wet Solder Joints. IEEE Trans Autom. Sci. Eng. 8 (1) (2011)
Lina J. Karam, Nabil G. Sadaka, Rony Ferzli, Zoran A. Ivanovski
An Efficient Selective Perceptual-Based Super-Resolution Estimator. IEEE Trans. Image Process. 20 (12) (2011)
Nabil G. Sadaka, Lina J. Karam
Efficient Super-Resolution driven by saliency selectivity. ICIP (2011)
Touradj Ebrahimi, Lina J. Karam, Fernando Pereira, Khaled El-Maleh, Ian S. Burnett
The Quality of Multimedia: Challenges and Trends [From the Guest Editors]. IEEE Signal Process. Mag. 28 (6) (2011)
Shyamprasad Chikkerur, Vijay Sundaram, Martin Reisslein, Lina J. Karam
Objective Video Quality Assessment Methods: A Classification, Review, and Performance Comparison. IEEE Trans. Broadcast. 57 (2) (2011)
Niranjan D. Narvekar, Lina J. Karam
A No-Reference Image Blur Metric Based on the Cumulative Probability of Blur Detection (CPBD). IEEE Trans. Image Process. 20 (9) (2011)
Wei-Jung Chien, Lina J. Karam
BLAST-DVC: BitpLAne SelecTive distributed video coding. Multim. Tools Appl. 48 (3) (2010)
Asaad F. Said, Bonnie L. Bennett, Lina J. Karam, Jeffrey S. Pettinato
Robust automatic void detection in solder balls. ICASSP (2010)
Jinane Mounsef, Lina J. Karam, Patricia Estes, Daniela Zamescu
-type and wild-type neurons. BCB (2010)

Lina J. Karam.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Lina J. Karam