Manish Narwaria

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 16

Top Topics

Top Venues

IEEE Signal Process. Mag.

J. Electronic Imaging

Signal Process. Image Commun.

Publications

Manish Narwaria
Explainable Machine Learning: The importance of a system-centric perspective [Lecture Notes]. IEEE Signal Process. Mag. 40 (2) (2023)
Manish Narwaria
System Design [Humor]. IEEE Signal Process. Mag. 40 (6) (2023)
Basant Pandagre, Manish Narwaria
Upsampling of Personalized HRTF for Spatial Audio Rendering: Why Deep Learning is Problematic? COMAD/CODS (2023)
Manish Narwaria
Explainable Machine Learning: The Importance of a System-Centric Perspective. CoRR (2023)
Manish Narwaria
Does explainable machine learning uncover the black box in vision applications? Image Vis. Comput. 118 (2022)
Manish Narwaria, Aditya Tatu
Interval-Based Least Squares for Uncertainty-Aware Learning in Human-Centric Multimedia Systems. IEEE Trans. Neural Networks Learn. Syst. 32 (11) (2021)
Mythili K., Manish Narwaria
Assessment of Machine Learning-Based Audiovisual Quality Predictors: Why Uncertainty Matters. ACM Trans. Multim. Comput. Commun. Appl. 17 (2) (2021)
Manish Narwaria
Does Explainable Machine Learning Uncover the Black Box in Vision Applications? CoRR (2021)
Manish Narwaria
The Transition From White Box to Black Box: Challenges and Opportunities in Signal Processing Education. IEEE Signal Process. Mag. 38 (3) (2021)
Rushikesh Nalla, Rajdeep Pinge, Manish Narwaria, Bhaskar Chaudhury
Priority based functional group identification of organic molecules using machine learning. COMAD/CODS (2018)
Manish Narwaria
Toward Better Statistical Validation of Machine Learning-Based Multimedia Quality Estimators. IEEE Trans. Broadcast. 64 (2) (2018)
Manish Narwaria, Lukas Krasula, Patrick Le Callet
Data Analysis in Multimedia Quality Assessment: Revisiting the Statistical Tests. IEEE Trans. Multim. 20 (8) (2018)
Rashi Gupta, Manish Narwaria
DA-IICT at MediaEval 2017: Objective Prediction of Media Interestingness. MediaEval (2017)
Manish Narwaria, Lukas Krasula, Patrick Le Callet
Data Analysis in Multimedia Quality Assessment: Revisiting the Statistical Tests. CoRR (2017)
Lukas Krasula, Manish Narwaria, Karel Fliegel, Patrick Le Callet
Preference of Experience in Image Tone-Mapping: Dataset and Framework for Objective Measures Comparison. IEEE J. Sel. Top. Signal Process. 11 (1) (2017)
Rajib Lochan Das, Manish Narwaria
Lorentzian Based Adaptive Filters for Impulsive Noise Environments. IEEE Trans. Circuits Syst. I Regul. Pap. (6) (2017)
Decebal Constantin Mocanu, Jeevan Pokhrel, Juan Pablo Garella, Janne Seppänen, Eirini Liotou, Manish Narwaria
No-reference video quality measurement: added value of machine learning. J. Electronic Imaging 24 (6) (2015)
Manish Narwaria, Matthieu Perreira Da Silva, Patrick Le Callet
HDR-VQM: An objective quality measure for high dynamic range video. Signal Process. Image Commun. 35 (2015)
Lukas Krasula, Manish Narwaria, Karel Fliegel, Patrick Le Callet
Influence of HDR reference on observers preference in tone-mapped images evaluation. QoMEX (2015)
Manish Narwaria, Rafal K. Mantiuk, Matthieu Perreira Da Silva, Patrick Le Callet
HDR-VDP-2.2: a calibrated method for objective quality prediction of high-dynamic range and standard images. J. Electronic Imaging 24 (1) (2015)
Yuming Fang, Junle Wang, Manish Narwaria, Patrick Le Callet, Weisi Lin
Saliency Detection for Stereoscopic Images. IEEE Trans. Image Process. 23 (6) (2014)
Manish Narwaria, Matthieu Perreira Da Silva, Patrick Le Callet, Romuald Pépion
Tone mapping based HDR compression: Does it affect visual experience? Signal Process. Image Commun. 29 (2) (2014)
Junle Wang, Yuming Fang, Manish Narwaria, Weisi Lin, Patrick Le Callet
Stereoscopic image retargeting based on 3D saliency detection. ICASSP (2014)
Andrew Hines, Paul Kendrick, Adriaan Barri, Manish Narwaria, Judith A. Redi
Robustness and prediction accuracy of Machine Learning for objective visual quality assessment. EUSIPCO (2014)
Manish Narwaria, Matthieu Perreira Da Silva, Patrick Le Callet, Romuald Pépion
Single exposure vs tone mapped High Dynamic Range images: A study based on quality of experience. EUSIPCO (2014)
Manish Narwaria, Matthieu Perreira Da Silva, Patrick Le Callet, Romuald Pépion
On improving the pooling in HDR-VDP-2 towards better HDR perceptual quality assessment. Human Vision and Electronic Imaging (2014)
Manish Narwaria, Claire Mantel, Matthieu Perreira Da Silva, Patrick Le Callet, Søren Forchhammer
An objective method for High Dynamic Range source content selection. QoMEX (2014)
Yuming Fang, Junle Wang, Manish Narwaria, Patrick Le Callet, Weisi Lin
Saliency detection for stereoscopic images. VCIP (2013)
Manish Narwaria, Matthieu Perreira Da Silva, Patrick Le Callet, Romuald Pépion
Adaptive contrast adjustment for postprocessing of tone mapped high dynamic range images. ISCAS (2013)
Manish Narwaria, Weisi Lin, Ian Vince McLoughlin, Sabu Emmanuel, Liang-Tien Chia
Fourier Transform-Based Scalable Image Quality Measure. IEEE Trans. Image Process. 21 (8) (2012)
Manish Narwaria, Weisi Lin
SVD-Based Quality Metric for Image and Video Using Machine Learning. IEEE Trans. Syst. Man Cybern. Part B 42 (2) (2012)
Manish Narwaria, Weisi Lin, Anmin Liu
Low-Complexity Video Quality Assessment Using Temporal Quality Variations. IEEE Trans. Multim. 14 (3-1) (2012)
Anmin Liu, Weisi Lin, Manish Narwaria
Image Quality Assessment Based on Gradient Similarity. IEEE Trans. Image Process. 21 (4) (2012)
Manish Narwaria, Weisi Lin, Ian Vince McLoughlin, Sabu Emmanuel, Liang-Tien Chia
Nonintrusive Quality Assessment of Noise Suppressed Speech With Mel-Filtered Energies and Support Vector Regression. IEEE Trans. Speech Audio Process. 20 (4) (2012)
Manish Narwaria, Weisi Lin, A. Enis Çetin
Scalable image quality assessment with 2D mel-cepstrum and machine learning approach. Pattern Recognit. 45 (1) (2012)
Manish Narwaria, Weisi Lin
Machine learning based modeling of spatial and temporal factors for video quality assessment. ICIP (2011)
Manish Narwaria, Weisi Lin
Video quality assessment using temporal quality variations and machine learning. ICME (2011)
Manish Narwaria, Weisi Lin, Ian Vince McLoughlin, Sabu Emmanuel, Liang-Tien Chia
Non-intrusive Speech Quality Assessment with Support Vector Regression. MMM (2010)
Manish Narwaria, Weisi Lin
Objective image quality assessment based on support vector regression. IEEE Trans. Neural Networks 21 (3) (2010)
Weisi Lin, Manish Narwaria
Perceptual image quality assessment: recent progress and trends. VCIP (2010)
Manish Narwaria, Weisi Lin
Scalable image quality assessment based on structural vectors. MMSP (2009)