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Lina J. Karam, Ph.D. - Publications

Affiliations: 
1995- Electrical, Computer & Energy Engineering Arizona State University & Lebanese American University 
Area:
Signal Processing, Image and Video Processing and Compression, Computer Vision, Machine Learning, Deep Learning, Perceptual-based processing, Digital Filtering
Website:
https://www.linkedin.com/in/linakaram
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72 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Prakash CD, Karam LJ. It GAN Do Better: GAN-Based Detection of Objects on Images With Varying Quality. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 30: 9220-9230. PMID 34735343 DOI: 10.1109/TIP.2021.3124155  0.333
2019 Borkar TS, Karam LJ. DeepCorrect: Correcting DNN Models against Image Distortions. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31251188 DOI: 10.1109/Tip.2019.2924172  0.395
2019 Mounsef J, Karam L. Augmented SRC for face recognition under quality distortions Iet Biometrics. 8: 431-442. DOI: 10.1049/Iet-Bmt.2018.5242  0.807
2019 Prakash CD, Akhbari F, Karam LJ. Robust obstacle detection for advanced driver assistance systems using distortions of inverse perspective mapping of a monocular camera Robotics and Autonomous Systems. 114: 172-186. DOI: 10.1016/J.Robot.2018.12.004  0.423
2018 Dodge S, Karam L. Quality Robust Mixtures of Deep Neural Networks. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 30010576 DOI: 10.1109/Tip.2018.2855966  0.779
2018 Dodge S, Karam L. Visual Saliency Prediction Using a Mixture of Deep Neural Networks. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 29993885 DOI: 10.1109/Tip.2018.2834826  0.778
2018 Shrotre A, Karam L. Full Reference Objective Quality Assessment for Reconstructed Background Images Journal of Imaging. 4: 82. DOI: 10.3390/Jimaging4060082  0.427
2018 Dodge S, Mounsef J, Karam L. Unconstrained ear recognition using deep neural networks Iet Biometrics. 7: 207-214. DOI: 10.1049/Iet-Bmt.2017.0208  0.781
2017 Gide MS, Karam LJ. Computational Visual Attention Models Foundations and Trends® in Signal Processing. 10: 347-427. DOI: 10.1561/2000000055  0.768
2016 Golestaneh SA, Karam L. Reduced-Reference Quality Assessment Based on the Entropy of DWT Coefficients of Locally Weighted Gradient Magnitudes. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 25: 5293-5303. PMID 28113627 DOI: 10.1109/Tip.2016.2601821  0.81
2016 Gide MS, Karam LJ. A Locally Weighted Fixation Density-Based Metric for Assessing the Quality of Visual Saliency Predictions. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 25: 3852-61. PMID 27295671 DOI: 10.1109/Tip.2016.2577498  0.798
2016 Haddad BM, Yang S, Karam LJ, Ye J, Patel NS, Braun MW. Multifeature, sparse-based approach for defects detection and classification in semiconductor units Ieee Transactions On Automation Science and Engineering. DOI: 10.1109/Tase.2016.2594288  0.312
2015 Varadarajan S, Karam LJ. A No-Reference Texture Regularity Metric Based on Visual Saliency. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 24: 2784-96. PMID 25826803 DOI: 10.1109/Tip.2015.2416632  0.733
2015 Golestaneh SA, Subedar MM, Karam LJ. The effect of texture granularity on texture synthesis quality Proceedings of Spie. 9599: 959912. DOI: 10.1117/12.2189466  0.797
2015 Subedar MM, Karam LJ. A subjective study and an objective metric to quantify the granularity level of textures Electronic Imaging. 9394. DOI: 10.1117/12.2084501  0.34
2015 Karam LJ, Zhu T. Quality labeled faces in the wild (QLFW): A database for studying face recognition in real-world environments Electronic Imaging. 9394. DOI: 10.1117/12.2080393  0.523
2015 Li J, Bennett BL, Karam LJ, Pettinato JS. Stereo Vision Based Automated Solder Ball Height and Substrate Coplanarity Inspection Ieee Transactions On Automation Science and Engineering. DOI: 10.1109/Tase.2015.2403836  0.471
2014 Xu Q, Varadarajan S, Chakrabarti C, Karam LJ. A distributed Canny edge detector: algorithm and FPGA implementation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 23: 2944-60. PMID 24983098 DOI: 10.1109/Tip.2014.2311656  0.706
2014 Zhu T, Karam L. A no-reference objective image quality metric based on perceptually weighted local noise Eurasip Journal On Image and Video Processing. 2014. DOI: 10.1186/1687-5281-2014-5  0.549
2014 Wu SL, Caviedes JE, Karam L, Heynderickx I. The Effect of Applying 2D Enhancement Algorithms on 3D Video Content Journal of Electrical and Computer Engineering. 2014: 1-11. DOI: 10.1155/2014/601392  0.359
2014 Dodge S, Karam L. An evaluation of attention models for use in SLAM Proceedings of Spie. 9025. DOI: 10.1117/12.2043042  0.792
2014 Subedar M, Karam LJ. Study of blur discrimination for 3D stereo viewing Proceedings of Spie. 9011. DOI: 10.1117/12.2042517  0.743
2014 Varadarajan S, Karam LJ. Adaptive texture synthesis based on perceived texture regularity 2014 6th International Workshop On Quality of Multimedia Experience, Qomex 2014. 76-80. DOI: 10.1109/QoMEX.2014.6982299  0.616
2014 Varadarajan S, Karam LJ. A reduced-reference perceptual quality metric for texture synthesis 2014 Ieee International Conference On Image Processing, Icip 2014. 531-535. DOI: 10.1109/ICIP.2014.7025106  0.638
2013 Kanberoglu B, Moore NZ, Frakes D, Karam LJ, Debbins JP, Preul MC. Integration of 3D1H-magnetic resonance spectroscopy data into neuronavigation systems for tumor biopsies Proceedings of Spie - the International Society For Optical Engineering. 8671. DOI: 10.1117/12.2007778  0.33
2013 Pulipaka A, Seeling P, Reisslein M, Karam LJ. Traffic and statistical multiplexing characterization of 3-D Video Representation Formats Ieee Transactions On Broadcasting. 59: 382-389. DOI: 10.1109/Tbc.2013.2244792  0.797
2013 Varadarajan S, Karam LJ. A no-reference perceptual texture regularity metric Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 1894-1898. DOI: 10.1109/ICASSP.2013.6637982  0.647
2012 Said AF, Bennett BL, Karam LJ, Siah A, Goodman K, Pettinato JS. Automated Void Detection in Solder Balls in the Presence of Vias and Other Artifacts Ieee Transactions On Components, Packaging and Manufacturing Technology. 2: 1890-1901. DOI: 10.1109/Tcpmt.2011.2182613  0.784
2012 Gupta R, Pulipaka A, Seeling P, Karam LJ, Reisslein M. H.264 coarse grain scalable (CGS) and medium grain scalable (MGS) encoded video: A trace based traffic and quality evaluation Ieee Transactions On Broadcasting. 58: 428-439. DOI: 10.1109/Tbc.2012.2191702  0.783
2012 Sharma G, Karam L, Wolfe P. Select Trends in Image, Video, and Multidimensional Signal Processing [In the Spotlight] Ieee Signal Processing Magazine. 29: 174-176. DOI: 10.1109/Msp.2011.943130  0.368
2011 Karam LJ, Sadaka NG, Ferzli R, Ivanovski ZA. An efficient selective perceptual-based super-resolution estimator. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 20: 3470-82. PMID 21672677 DOI: 10.1109/Tip.2011.2159324  0.728
2011 Narvekar ND, Karam LJ. A no-reference image blur metric based on the cumulative probability of blur detection (CPBD). Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 20: 2678-83. PMID 21447451 DOI: 10.1109/Tip.2011.2131660  0.42
2011 Chikkerur S, Sundaram V, Reisslein M, Karam LJ. Objective video quality assessment methods: A classification, review, and performance comparison Ieee Transactions On Broadcasting. 57: 165-182. DOI: 10.1109/Tbc.2011.2104671  0.651
2011 Said AF, Bennett BL, Karam LJ, Pettinato JS. Automated Detection and Classification of Non-Wet Solder Joints Ieee Transactions On Automation Science and Engineering. 8: 67-80. DOI: 10.1109/Tase.2010.2043097  0.782
2011 Ebrahimi T, Karam L, Pereira F, El-Maleh K, Burnett I. The Quality of Multimedia: Challenges and Trends [From the Guest Editors] Ieee Signal Processing Magazine. 28: 17-148. DOI: 10.1109/Msp.2011.942546  0.311
2010 Subedar MM, Karam LJ. Increased depth perception with sharpness enhancement for stereo video Proceedings of Spie. 7524. DOI: 10.1117/12.840344  0.421
2010 Varadarajan S, Chakrabarti C, Karam LJ, Bauza JM. A distributed psycho-visually motivated Canny edge detector Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 822-825. DOI: 10.1109/ICASSP.2010.5494923  0.604
2010 Varadarajan S, Karam LJ, Florencio D. Background subtraction using spatio-temporal continuities 2010 2nd European Workshop On Visual Information Processing, Euvip2010. 144-148. DOI: 10.1109/EUVIP.2010.5699142  0.564
2010 Pulipaka A, Seeling P, Reisslein M, Karam LJ. Overview and traffic characterization of coarse-grain quality scalable (CGS) H.264 SVC encoded video 2010 7th Ieee Consumer Communications and Networking Conference, Ccnc 2010. DOI: 10.1109/CCNC.2010.5421761  0.558
2009 Ferzli R, Karam LJ. A no-reference objective image sharpness metric based on the notion of just noticeable blur (JNB). Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 18: 717-28. PMID 19278916 DOI: 10.1109/Tip.2008.2011760  0.794
2009 Narvekar ND, Chien WJ, Sadaka NG, Abousleman GP, Karam LJ. Deghosting based on in-loop selective filtering using motion vector information for low-bit-rate-video coding Proceedings of Spie. 7351: 735107. DOI: 10.1117/12.820315  0.79
2009 Karam LJ, AlKamal I, Gatherer A, Frantz GA, Anderson DV, Evans BL. Trends in multicore DSP platforms Ieee Signal Processing Magazine. 26: 38-49. DOI: 10.1109/Msp.2009.934113  0.511
2009 Karam LJ, Ebrahimi T, Hemami SS, Pappas TN, Safranek RJ, Wang Z, Watson AB. Introduction to the issue on visual media quality assessment Ieee Journal On Selected Topics in Signal Processing. 3: 189-192. DOI: 10.1109/Jstsp.2009.2015485  0.357
2009 Varadarajan S, Karam LJ, Florencio D. Background recovery from video sequences using motion parameters Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 989-992. DOI: 10.1109/ICASSP.2009.4959752  0.584
2009 Chien W, Karam L. Transform-domain distributed video coding with rate–distortion-based adaptive quantisation Iet Image Processing. 3: 340-354. DOI: 10.1049/Iet-Ipr.2008.0207  0.796
2009 Chien W, Karam LJ. BLAST-DVC: BitpLAne SelecTive distributed video coding Multimedia Tools and Applications. 48: 437-456. DOI: 10.1007/S11042-009-0314-8  0.795
2008 Van Der Auwera G, Reisslein M, David PT, Karam LJ. Traffic and quality characterization of the H.264/AVC scalable video coding extension Advances in Multimedia. 2008. DOI: 10.1155/2008/164027  0.541
2008 Van der Auwera G, Reisslein M, Karam LJ. Corrections to Video Texture and Motion Based Modeling of Rate Variability-Distortion (VD) Curves Ieee Transactions On Broadcasting. 54: 166-166. DOI: 10.1109/Tbc.2007.913494  0.531
2008 Lenoski B, Baxter LC, Karam LJ, Maisog J, Debbins J. On the Performance of Autocorrelation Estimation Algorithms for fMRI Analysis Ieee Journal of Selected Topics in Signal Processing. 2: 828-838. DOI: 10.1109/Jstsp.2008.2007819  0.352
2008 Varadarajan S, Karam LJ. An improved perception-based no-reference objective image sharpness metric using iterative edge refinement Proceedings - International Conference On Image Processing, Icip. 401-404. DOI: 10.1109/ICIP.2008.4711776  0.659
2007 Karam LJ, Lam TT. Selective error detection for error-resilient wavelet-based image coding. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 16: 2936-42. PMID 18092593 DOI: 10.1109/Tip.2007.909321  0.69
2007 Van der Auwera G, Reisslein M, Karam LJ. Corrections to "Video texture and motion based modeling of rate variability-distortion (VD) curves" Ieee Transactions On Broadcasting. 53: 811-811. DOI: 10.1109/Tbc.2007.908936  0.565
2007 Van Der Auwera G, Reisslein M, Karam LJ. Video texture and motion based modeling of rate Variability-Distortion (VD) curves Ieee Transactions On Broadcasting. 53: 637-647. DOI: 10.1109/Tbc.2007.903624  0.579
2006 Liu Z, Karam LJ, Watson AB. JPEG2000 encoding with perceptual distortion control. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 15: 1763-78. PMID 16830900 DOI: 10.1109/Tip.2006.873460  0.536
2006 Chien WJ, Lam TT, Abousleman GP, Karam LJ. Automatic network-adaptive ultra-low-bit-rate video coding Proceedings of Spie - the International Society For Optical Engineering. 6246. DOI: 10.1117/12.665069  0.793
2006 Van Der Auwera G, Reisslein M, Karam LJ. Video texture and motion based modeling of rate Variability-Distortion (VD) curves of I, P, and B frames 2006 Ieee International Conference On Multimedia and Expo, Icme 2006 - Proceedings. 2006: 1405-1408. DOI: 10.1109/ICME.2006.262802  0.536
2006 Ferzli R, Bazzi R, Karam LJ. A captcha based on the Human Visual Systems masking characteristics 2006 Ieee International Conference On Multimedia and Expo, Icme 2006 - Proceedings. 2006: 517-520. DOI: 10.1109/ICME.2006.262439  0.76
2005 Liu Z, Karam LJ. Mutual information-based analysis of JPEG2000 contexts. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 14: 411-22. PMID 15825477 DOI: 10.1109/Tip.2004.841199  0.466
2005 Lam TT, Karam LJ, Bazzi RA, Abousleman GP. Reduced-delay selective ARQ for low bit-rate image and multimedia data transmission Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. DOI: 10.1109/ICASSP.2005.1415403  0.622
2003 Yasin M, Karam LJ, Spanias A. On-line laboratories for image and two-dimensional signal processing Frontiers in Education. 1. DOI: 10.1109/Fie.2003.1263347  0.318
2002 Höntsch I, Karam LJ. Adaptive image coding with perceptual distortion control. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 11: 213-22. PMID 18244625 DOI: 10.1109/83.988955  0.78
2002 Abousleman GP, Lam TT, Karam LJ. Robust hyperspectral image coding with channel-optimized trellis-coded quantization Ieee Transactions On Geoscience and Remote Sensing. 40: 820-830. DOI: 10.1109/Tgrs.2002.1006360  0.642
2001 Giguet D, Abousleman GP, Karam LJ. Image coding over noisy channels with memory Proceedings of Spie. 4391: 181-190. DOI: 10.1117/12.421198  0.32
2000 Höntsch I, Karam LJ. Locally adaptive perceptual image coding. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 9: 1472-83. PMID 18262986 DOI: 10.1109/83.862622  0.515
2000 Hasan YY, Karam LJ. Morphological text extraction from images. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 9: 1978-83. PMID 18262934 DOI: 10.1109/83.877220  0.379
2000 Marino F, Acharya T, Karam LJ. Wavelet-based perceptually lossless coding of R-G-B images Integrated Computer-Aided Engineering. 7: 117-134. DOI: 10.3233/Ica-2000-7203  0.328
2000 Lam TT, Abousleman GP, Karam LJ. Image coding with robust channel-optimized trellis-coded quantization Ieee Journal On Selected Areas in Communications. 18: 940-951. DOI: 10.1109/49.848248  0.643
2000 Hasan Y, Karam L. Morphological reversible contour representation Ieee Transactions On Pattern Analysis and Machine Intelligence. 22: 227-240. DOI: 10.1109/34.841755  0.416
1999 Karam LJ, McClellan JH. Chebyshev digital FIR filter design Signal Processing. 76: 17-36. DOI: 10.1016/S0165-1684(98)00244-8  0.577
1997 Karam L, McClellan J. Efficient design of digital filters for 2-D and 3-D depth migration Ieee Transactions On Signal Processing. 45: 1036-1044. DOI: 10.1109/78.564191  0.559
1995 Karam LJ, McClellan JH. Complex Chebyshev Approximation for FIR Filter Design Ieee Transactions On Circuits and Systems Ii: Analog and Digital Signal Processing. 42: 207-216. DOI: 10.1109/82.372870  0.578
1993 Evans BL, Karam LJ, West KA, McClellan JH. Learning Signals and Systems with Mathematica Ieee Transactions On Education. 36: 72-78. DOI: 10.1109/13.204820  0.642
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