Manish Narwaria

Orcid: 0000-0001-7789-5322

According to our database1, Manish Narwaria authored at least 39 papers between 2009 and 2023.

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

Timeline

Legend:

Book 
In proceedings 
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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
System Design [Humor].
IEEE Signal Process. Mag., September, 2023

Explainable Machine Learning: The importance of a system-centric perspective [Lecture Notes].
IEEE Signal Process. Mag., March, 2023

Explainable Machine Learning: The Importance of a System-Centric Perspective.
CoRR, 2023

Upsampling of Personalized HRTF for Spatial Audio Rendering: Why Deep Learning is Problematic?
Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD), 2023

2022
Does explainable machine learning uncover the black box in vision applications?
Image Vis. Comput., 2022

2021
Assessment of Machine Learning-Based Audiovisual Quality Predictors: Why Uncertainty Matters.
ACM Trans. Multim. Comput. Commun. Appl., 2021

Interval-Based Least Squares for Uncertainty-Aware Learning in Human-Centric Multimedia Systems.
IEEE Trans. Neural Networks Learn. Syst., 2021

The Transition From White Box to Black Box: Challenges and Opportunities in Signal Processing Education.
IEEE Signal Process. Mag., 2021

2018
Data Analysis in Multimedia Quality Assessment: Revisiting the Statistical Tests.
IEEE Trans. Multim., 2018

Toward Better Statistical Validation of Machine Learning-Based Multimedia Quality Estimators.
IEEE Trans. Broadcast., 2018

Priority based functional group identification of organic molecules using machine learning.
Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, 2018

2017
Lorentzian Based Adaptive Filters for Impulsive Noise Environments.
IEEE Trans. Circuits Syst. I Regul. Pap., 2017

Preference of Experience in Image Tone-Mapping: Dataset and Framework for Objective Measures Comparison.
IEEE J. Sel. Top. Signal Process., 2017

DA-IICT at MediaEval 2017: Objective Prediction of Media Interestingness.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

2015
HDR-VQM: An objective quality measure for high dynamic range video.
Signal Process. Image Commun., 2015

HDR-VDP-2.2: a calibrated method for objective quality prediction of high-dynamic range and standard images.
J. Electronic Imaging, 2015

No-reference video quality measurement: added value of machine learning.
J. Electronic Imaging, 2015

Influence of HDR reference on observers preference in tone-mapped images evaluation.
Proceedings of the Seventh International Workshop on Quality of Multimedia Experience, 2015

2014
Saliency Detection for Stereoscopic Images.
IEEE Trans. Image Process., 2014

Tone mapping based HDR compression: Does it affect visual experience?
Signal Process. Image Commun., 2014

An objective method for High Dynamic Range source content selection.
Proceedings of the Sixth International Workshop on Quality of Multimedia Experience, 2014

Stereoscopic image retargeting based on 3D saliency detection.
Proceedings of the IEEE International Conference on Acoustics, 2014

On improving the pooling in HDR-VDP-2 towards better HDR perceptual quality assessment.
Proceedings of the Human Vision and Electronic Imaging XIX, 2014

Single exposure vs tone mapped High Dynamic Range images: A study based on quality of experience.
Proceedings of the 22nd European Signal Processing Conference, 2014

Robustness and prediction accuracy of Machine Learning for objective visual quality assessment.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Adaptive contrast adjustment for postprocessing of tone mapped high dynamic range images.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

2012
Learning based signal quality assessment for multimedia communications
PhD thesis, 2012

SVD-Based Quality Metric for Image and Video Using Machine Learning.
IEEE Trans. Syst. Man Cybern. Part B, 2012

Low-Complexity Video Quality Assessment Using Temporal Quality Variations.
IEEE Trans. Multim., 2012

Fourier Transform-Based Scalable Image Quality Measure.
IEEE Trans. Image Process., 2012

Image Quality Assessment Based on Gradient Similarity.
IEEE Trans. Image Process., 2012

Nonintrusive Quality Assessment of Noise Suppressed Speech With Mel-Filtered Energies and Support Vector Regression.
IEEE Trans. Speech Audio Process., 2012

Scalable image quality assessment with 2D mel-cepstrum and machine learning approach.
Pattern Recognit., 2012

2011
Video quality assessment using temporal quality variations and machine learning.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Machine learning based modeling of spatial and temporal factors for video quality assessment.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010
Objective image quality assessment based on support vector regression.
IEEE Trans. Neural Networks, 2010

Perceptual image quality assessment: recent progress and trends.
Proceedings of the Visual Communications and Image Processing 2010, 2010

Non-intrusive Speech Quality Assessment with Support Vector Regression.
Proceedings of the Advances in Multimedia Modeling, 2010

2009
Scalable image quality assessment based on structural vectors.
Proceedings of the 2009 IEEE International Workshop on Multimedia Signal Processing, 2009


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