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Research Output 1900 2019

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2019

DeepCorrect: Correcting DNN Models Against Image Distortions

Borkar, T. S. & Karam, L., Dec 1 2019, In : IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 28, 12, p. 6022-6034 13 p.

Research output: Contribution to journalArticle

Additive noise
Image classification
Object recognition
Computer vision
Chemical activation
2 Citations (Scopus)
Comparative Study
Machine Vision
Neural Networks
Vision System
Image Quality
2 Citations (Scopus)

Robust obstacle detection for advanced driver assistance systems using distortions of inverse perspective mapping of a monocular camera

Prakash, C. D., Akhbari, F. & Karam, L., Apr 1 2019, In : Robotics and Autonomous Systems. 114, p. 172-186 15 p.

Research output: Contribution to journalArticle

Advanced driver assistance systems
Obstacle Detection
Driver Assistance
Camera
Cameras
2018
1 Citation (Scopus)

Full reference objective quality assessment for reconstructed background images

Shrotre, A. & Karam, L., Jan 1 2018, In : Journal of Imaging. 4, 6, 82.

Research output: Contribution to journalArticle

Open Access
Image quality
Benchmarking
Color
Location based services
Imaging techniques
2 Citations (Scopus)

Quality Robust Mixtures of Deep Neural Networks

Dodge, S. F. & Karam, L., Nov 1 2018, In : IEEE Transactions on Image Processing. 27, 11, p. 5553-5562 10 p., 8410945.

Research output: Contribution to journalArticle

Memory architecture
Network performance
Image quality
Deep neural networks
Computational complexity
6 Citations (Scopus)

Unconstrained ear recognition using deep neural networks

Dodge, S., Mounsef, J. & Karam, L., May 1 2018, In : IET Biometrics. 7, 3, p. 207-214 8 p.

Research output: Contribution to journalArticle

Feature extraction
Classifiers
Deep neural networks
Deep learning
1 Citation (Scopus)

Visual Saliency Prediction Using a Mixture of Deep Neural Networks

Dodge, S. & Karam, L., May 8 2018, (Accepted/In press) In : IEEE Transactions on Image Processing.

Research output: Contribution to journalArticle

Semantics
Deep neural networks
Neural networks
Deep learning
2017
2 Citations (Scopus)

Computational visual attention models

Gide, M. S. & Karam, L., 2017, In : Foundations and Trends in Signal Processing. 10, 4, p. 347-427 81 p.

Research output: Contribution to journalArticle

Benchmarking
Computer vision
Robotics
2016
5 Citations (Scopus)

3D blur discrimination

Subedar, M. M. & Karam, L., May 1 2016, In : ACM Transactions on Applied Perception. 13, 3, 12.

Research output: Contribution to journalArticle

Discrimination
Display devices
Binoculars
Vision Disparity
Stereoscopic Display
4 Citations (Scopus)

A Locally Weighted Fixation Density-Based Metric for Assessing the Quality of Visual Saliency Predictions

Gide, M. S. & Karam, L., Aug 1 2016, In : IEEE Transactions on Image Processing. 25, 8, p. 3852-3861 10 p., 7485871.

Research output: Contribution to journalArticle

Defects
Experiments
25 Citations (Scopus)

Reduced-Reference Quality Assessment Based on the Entropy of DWT Coefficients of Locally Weighted Gradient Magnitudes

Golestaneh, S. & Karam, L., Nov 1 2016, In : IEEE Transactions on Image Processing. 25, 11, p. 5293-5303 11 p., 7548344.

Research output: Contribution to journalArticle

Wavelet Analysis
Discrete wavelet transforms
Entropy
Image quality
Benchmarking
2015
2 Citations (Scopus)

A no-reference texture regularity metric based on visual saliency

Varadarajan, S. & Karam, L., Sep 1 2015, In : IEEE Transactions on Image Processing. 24, 9, p. 2784-2796 13 p., 7069250.

Research output: Contribution to journalArticle

Textures
Subjective testing
Image retrieval
Spatial distribution
Image processing
5 Citations (Scopus)

Stereo Vision Based Automated Solder Ball Height and Substrate Coplanarity Inspection

Li, J., Bennett, B. L., Karam, L. & Pettinato, J. S., Mar 11 2015, (Accepted/In press) In : IEEE Transactions on Automation Science and Engineering.

Research output: Contribution to journalArticle

Stereo vision
Soldering alloys
Inspection
Substrates
Confocal microscopy
2014
71 Citations (Scopus)

A distributed canny edge detector: Algorithm and FPGA implementation

Xu, Q., Varadarajan, S., Chakrabarti, C. & Karam, L., 2014, In : IEEE Transactions on Image Processing. 23, 7, p. 2944-2960 17 p., 6774938.

Research output: Contribution to journalArticle

Field programmable gate arrays (FPGA)
Edge detection
Detectors
Statistics
Static random access storage
26 Citations (Scopus)
Image quality
5 Citations (Scopus)

Neuronavigation using three-dimensional proton magnetic resonance spectroscopy data

Kanberoglu, B., Moore, N. Z., Frakes, D., Karam, L., Debbins, J. P. & Preul, M. C., Nov 13 2014, In : Stereotactic and Functional Neurosurgery. 92, 5, p. 306-314 9 p.

Research output: Contribution to journalArticle

Neuronavigation
Spectrum Analysis
Meningioma
Workflow
Imagery (Psychotherapy)

The effect of applying 2D enhancement algorithms on 3D video content

Wu, S. L., Caviedes, J., Karam, L. & Heynderickx, I., 2014, In : Journal of Electrical and Computer Engineering. 2014, 601392.

Research output: Contribution to journalArticle

Luminance
Glass
Display devices
Degradation
2013

Perception-based media processing

Karam, L., Kleijn, W. B. & MacLean, K., 2013, In : Proceedings of the IEEE. 101, 9, p. 1900-1904 5 p., 6582620.

Research output: Contribution to journalArticle

Processing
27 Citations (Scopus)

Traffic and statistical multiplexing characterization of 3-D Video Representation Formats

Pulipaka, A., Seeling, P., Reisslein, M. & Karam, L., 2013, In : IEEE Transactions on Broadcasting. 59, 2, p. 382-389 8 p., 6496153.

Research output: Contribution to journalArticle

Multiplexing
Telecommunication traffic
Bandwidth
2012
6 Citations (Scopus)

Automated void detection in solder balls in the presence of vias and other artifacts

Said, A. F., Bennett, B. L., Karam, L., Siah, A., Goodman, K. & Pettinato, J. S., 2012, In : IEEE Transactions on Components, Packaging and Manufacturing Technology. 2, 11, p. 1890-1901 12 p., 6317150.

Research output: Contribution to journalArticle

Soldering alloys
X rays
Inspection
Plating
Luminance
26 Citations (Scopus)

H.264 coarse grain scalable (CGS) and medium grain scalable (MGS) encoded video: A trace based traffic and quality evaluation

Gupta, R., Pulipaka, A., Seeling, P., Karam, L. & Reisslein, M., 2012, In : IEEE Transactions on Broadcasting. 58, 3, p. 428-439 12 p., 6194978.

Research output: Contribution to journalArticle

Scalable video coding
Scalability
Image coding
Signal to noise ratio
1 Citation (Scopus)

Quality of multimedia experience

Dane, G., Karam, L., El-Maleh, K., Baroncini, V. & Ebrahimi, T., 2012, In : Eurasip Journal on Image and Video Processing. 2012, 1, 5.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Select trends in image, video, and multidimensional signal processing [In the Spotlight]

Sharma, G., Karam, L. & Wolfe, P., 2012, In : IEEE Signal Processing Magazine. 29, 1, p. 174-176 3 p., 6105479.

Research output: Contribution to journalArticle

Multidimensional Signal Processing
Signal processing
Processing
Multidimensional Data
Signal Processing
2011
11 Citations (Scopus)

An efficient selective perceptual-based super-resolution estimator

Karam, L., Sadaka, N. G., Ferzli, R. & Ivanovski, Z. A., Dec 2011, In : IEEE Transactions on Image Processing. 20, 12, p. 3470-3482 13 p., 5873150.

Research output: Contribution to journalArticle

Computational complexity
Pixels
Visibility
Restoration
Signal to noise ratio
15 Citations (Scopus)

Automated detection and classification of non-wet solder joints

Said, A. F., Bennett, B. L., Karam, L. & Pettinato, J. S., Jan 2011, In : IEEE Transactions on Automation Science and Engineering. 8, 1, p. 67-80 14 p., 5454354.

Research output: Contribution to journalArticle

Soldering alloys
X rays
Inspection
Ball grid arrays
User interfaces
366 Citations (Scopus)

Objective video quality assessment methods: A classification, review, and performance comparison

Chikkerur, S., Sundaram, V., Reisslein, M. & Karam, L., Jun 2011, In : IEEE Transactions on Broadcasting. 57, 2 PART 1, p. 165-182 18 p., 5710601.

Research output: Contribution to journalArticle

Statistics
Computational complexity
Pixels
2010
11 Citations (Scopus)

BLAST-DVC: BitpLAne SelecTive distributed video coding

Chien, W. J. & Karam, L., Jul 2010, In : Multimedia Tools and Applications. 48, 3, p. 437-456 20 p.

Research output: Contribution to journalArticle

Image coding
2009
507 Citations (Scopus)

A no-reference objective image sharpness metric based on the notion of Just Noticeable Blur (JNB)

Ferzli, R. & Karam, L., 2009, In : IEEE Transactions on Image Processing. 18, 4, p. 717-728 12 p.

Research output: Contribution to journalArticle

38 Citations (Scopus)

Introduction to the issue on visual media quality assessment

Karam, L., Ebrahimi, T., Hemami, S. S., Pappas, T. N., Safranek, R. J., Wang, Z. & Watson, A. B., 2009, In : IEEE Journal on Selected Topics in Signal Processing. 3, 2, p. 189-192 4 p.

Research output: Contribution to journalArticle

Technical program chairs' overview

Karam, L. & Pappas, T., 2009, In : Unknown Journal. 5413593.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Transform-domain distributed video coding with rate-distortion-based adaptive quantisation

Chien, W. J. & Karam, L., 2009, In : IET Image Processing. 3, 6, p. 340-354 15 p.

Research output: Contribution to journalArticle

Image coding
Mathematical transformations
71 Citations (Scopus)

Trends in multicore DSP platforms: Examining architectures, programming models, software tools, emerging applications, and challenges

Karam, L., Alkamal, I., Gatherer, A., Frantz, G. A., Anderson, D. V. & Evans, B. L., 2009, In : IEEE Signal Processing Magazine. 26, 6, p. 38-49 12 p.

Research output: Contribution to journalArticle

Digital Signal Processor
Digital signal processors
Software Tools
Power Consumption
Programming Model
2008
Broadcasting
Textures
31 Citations (Scopus)

On the performance of autocorrelation estimation algorithms for fMRI analysis

Lenoski, B., Baxter, L. C., Karam, L., Maisog, J. & Debbins, J., 2008, In : IEEE Journal on Selected Topics in Signal Processing. 2, 6, p. 828-838 11 p.

Research output: Contribution to journalArticle

Autocorrelation
Magnetic Resonance Imaging
Testing
Time series
Poles
19 Citations (Scopus)

Traffic and quality characterization of the H.264/AVC scalable video coding extension

Van Der Auwera, G., Reisslein, M., David, P. T. & Karam, L., 2008, In : Advances in Multimedia. 2008, 164027.

Research output: Contribution to journalArticle

Scalable video coding
Scalability
Statistics
Image coding
2007
Broadcasting
Textures
2 Citations (Scopus)

Selective error detection for error-resilient wavelet-based image coding

Karam, L. & Lam, T. T., Dec 2007, In : IEEE Transactions on Image Processing. 16, 12, p. 2936-2942 7 p.

Research output: Contribution to journalArticle

Image Coding
Error Detection
Error detection
Image coding
Wavelets
12 Citations (Scopus)

Video texture and motion based modeling of rate Variability-Distortion (VD) curves

Van Der Auwera, G., Reisslein, M. & Karam, L., Sep 2007, In : IEEE Transactions on Broadcasting. 53, 3, p. 637-647 11 p.

Research output: Contribution to journalArticle

Textures
Statistics
Video streaming
Multiplexing
2006
111 Citations (Scopus)

JPEG2000 encoding with perceptual distortion control

Liu, Z., Karam, L. & Watson, A. B., Jul 2006, In : IEEE Transactions on Image Processing. 15, 7, p. 1763-1778 16 p.

Research output: Contribution to journalArticle

JPEG2000
Encoding
Image quality
Visual Perception
Human Perception
2005
34 Citations (Scopus)

Mutual information-based analysis of JPEG2000 contexts

Liu, Z. & Karam, L., Apr 2005, In : IEEE Transactions on Image Processing. 14, 4, p. 411-422 12 p.

Research output: Contribution to journalArticle

JPEG2000
Image compression
Mutual Information
Dynamic programming
Probability distributions
2002
132 Citations (Scopus)

Adaptive image coding with perceptual distortion control

Höntsch, I. & Karam, L., Mar 2002, In : IEEE Transactions on Image Processing. 11, 3, p. 213-222 10 p.

Research output: Contribution to journalArticle

Image Coding
Image coding
Coding
Masking
Discrete cosine transforms
17 Citations (Scopus)

Robust hyperspectral image coding with channel-optimized trellis-coded quantization

Abousleman, G. P., Lam, T. T. & Karam, L., Apr 2002, In : IEEE Transactions on Geoscience and Remote Sensing. 40, 4, p. 820-830 11 p.

Research output: Contribution to journalArticle

coders
Image coding
coding
Channel coding
Image quality
2001
15 Citations (Scopus)

Canonic signed digit Chebyshev FIR filter design

Hasan, Y. M., Karam, L., Falkinburg, M., Helwig, A. & Ronning, M., Jun 2001, In : IEEE Signal Processing Letters. 8, 6, p. 167-169 3 p.

Research output: Contribution to journalArticle

Chebyshev filters
Filter Design
FIR filters
Impulse Response
Signed
2000
27 Citations (Scopus)

Image coding with robust channel-optimized trellis-coded quantization

Lam, T. T., Abousleman, G. P. & Karam, L., Jun 2000, In : IEEE Journal on Selected Areas in Communications. 18, 6, p. 940-951 12 p.

Research output: Contribution to journalArticle

Image coding
Channel coding
Bit error rate
104 Citations (Scopus)

Locally adaptive perceptual image coding

Höntsch, I. & Karam, L., Sep 2000, In : IEEE Transactions on Image Processing. 9, 9, p. 1472-1483 12 p.

Research output: Contribution to journalArticle

Image Coding
Masking
Image compression
Image coding
Quantization
90 Citations (Scopus)

Morphological text extraction from images

Hasan, Y. M. Y. & Karam, L., Nov 2000, In : IEEE Transactions on Image Processing. 9, 11, p. 1978-1983 6 p.

Research output: Contribution to journalArticle

Thresholding
Skew
Text
5 Citations (Scopus)

Wavelet-based perceptually lossless coding of R-G-B images

Marino, F., Acharya, T. & Karam, L., 2000, In : Integrated Computer-Aided Engineering. 7, 2, p. 117-134 18 p.

Research output: Contribution to journalArticle

Wavelets
Compression
Coding
Digital cameras
Application specific integrated circuits
1999
32 Citations (Scopus)

Chebyshev digital FIR filter design

Karam, L. & McClellan, J. H., Jul 1999, In : Signal Processing. 76, 1, p. 17-36 20 p.

Research output: Contribution to journalArticle

FIR filters
Digital filters
MATLAB
Signal processing
Specifications
10 Citations (Scopus)

Two-dimensional FIR filter design by transformation

Karam, L., 1999, In : IEEE Transactions on Signal Processing. 47, 5, p. 1474-1478 5 p.

Research output: Contribution to journalArticle

FIR filters
1997
25 Citations (Scopus)

Efficient design of digital filters for 2-d and 3-d depth migration

Karam, L., 1997, In : IEEE Transactions on Signal Processing. 45, 4, p. 1036-1044 9 p.

Research output: Contribution to journalArticle

Digital filters
Extrapolation