Subfield · Media Technology
Most cited papers in Media Technology
What are the most cited papers in Media Technology?
The most cited paper in Media Technology is "U-Net: Convolutional Networks for Biomedical Image Segmentation" (Olaf Ronneberger, Philipp F. Fischer, Thomas Brox, 2015), with 92,751 citations. Next come "Very Deep Convolutional Networks for Large-Scale Image Recognition" (75,434) and "NIH Image to ImageJ: 25 years of image analysis" (67,169).
Showing 50 of 100 papers. Every paper with more than 3,075 citations is listed.
| # | Paper | ||
|---|---|---|---|
| 1 | U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger, Philipp F. Fischer, Thomas Brox · Lecture notes in computer science | 2015 | 92,751 |
| 2 | Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan, Andrew Zisserman · arXiv (Cornell University) | 4 Sep 2014 | 75,434 |
| 3 | NIH Image to ImageJ: 25 years of image analysis Caroline A Schneider, Wayne S. Rasband, Kevin W. Eliceiri · Nature Methods | 28 Jun 2012 | 67,169 |
| 4 | Image quality assessment: from error visibility to structural similarity Zhou Wang, Alan Conrad Bovik, Hamid R. Sheikh et al. · IEEE Transactions on Image Processing | Apr 2004 | 58,409 |
| 5 | Textural Features for Image Classification Robert M. Haralick, K. Shanmugam, Its'Hak Dinstein · IEEE Transactions on Systems Man and Cybernetics | Nov 1973 | 22,878 |
| 6 | A theory for multiresolution signal decomposition: the wavelet representation Stéphane Mallat · IEEE Transactions on Pattern Analysis and Machine Intelligence | Jul 1989 | 21,434 |
| 7 | The Pascal Visual Object Classes (VOC) Challenge Mark Everingham, Luc Van Gool, Christopher K. I. Williams et al. · International Journal of Computer Vision | 8 Sep 2009 | 20,137 |
| 8 | The Internet of Things: A survey Luigi Atzori, Antonio Iera, Giacomo Morabito · Computer Networks | 2 Jun 2010 | 15,532 |
| 9 | A flexible new technique for camera calibration Zheng Zhang · IEEE Transactions on Pattern Analysis and Machine Intelligence | 2000 | 14,989 |
| 10 | A Multi-Modal Distributed Real-Time IoT System for Urban Traffic Control (Invited Paper) Khanam, Zeba, Achari, Vejey Pradeep Suresh, Boukhennoufa, Issam et al. · DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) | 2024 | 14,399 |
| 11 | Robust Real-Time Face Detection Paul A. Viola, Michael Jones · International Journal of Computer Vision | 22 Jan 2004 | 14,253 |
| 12 | A Global Geometric Framework for Nonlinear Dimensionality Reduction Joshua B. Tenenbaum, Vin de Silva, John C. Langford · Science | 22 Dec 2000 | 13,882 |
| 13 | The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Zhang, Phillip Isola, Alexei A. Efros et al. | Jun 2018 | 13,833 |
| 14 | Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network Christian Ledig, Lucas Theis, Ferenc Huszár et al. | Jul 2017 | 12,615 |
| 15 | The VideoToolbox software for visual psychophysics: transforming numbers into movies Denis G. Pelli · Spatial Vision | 1997 | 11,776 |
| 16 | Mean shift: a robust approach toward feature space analysis Dorin Comaniciu, Peter Meer · IEEE Transactions on Pattern Analysis and Machine Intelligence | May 2002 | 11,456 |
| 17 | Image Super-Resolution Using Deep Convolutional Networks Chao Dong, Chen Change Loy, Kaiming He et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence | 2 Jun 2015 | 10,149 |
| 18 | Principal component analysis: a review and recent developments Ian T. Jolliffe, Jorge F. C. L. Cadima · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences | 7 Mar 2016 | 10,078 |
| 19 | Active learning increases student performance in science, engineering, and mathematics Scott Freeman, Sarah L. Eddy, Miles J. McDonough et al. · Proceedings of the National Academy of Sciences | 12 May 2014 | 9,713 |
| 20 | Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering Kostadin Dabov, Alessandro Foi, Vladimir Y. Katkovnik et al. · IEEE Transactions on Image Processing | Aug 2007 | 9,395 |
| 21 | SLIC Superpixels Compared to State-of-the-Art Superpixel Methods Radhakrishna Achanta, Anil Shaji, Kevin Christopher Smith et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence | 30 May 2012 | 9,302 |
| 22 | Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising Kai Zhang, Wangmeng Zuo, Yunjin Chen et al. · IEEE Transactions on Image Processing | Feb 2017 | 9,223 |
| 23 | Orthonormal bases of compactly supported wavelets Ingrid C. Daubechies · Communications on Pure and Applied Mathematics | Oct 1988 | 8,242 |
| 24 | Bilateral filtering for gray and color images Carlo Tomasi, Roberto Manduchi | 27 Nov 2002 | 8,211 |
| 25 | A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics David Martín, Charless C. Fowlkes, Doron Tal et al. | 13 Nov 2002 | 8,139 |
| 26 | Accurate Image Super-Resolution Using Very Deep Convolutional Networks Jiwon Kim, Jung Kwon Lee, Kyoung Mu Lee | Jun 2016 | 7,784 |
| 27 | Determining Optical Flow Berthold K. P. Horn, Brian G. Schunck · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE | 12 Nov 1981 | 7,486 |
| 28 | Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm Yuntang Zhang, Michael Brady, Stephen M. Smith · IEEE Transactions on Medical Imaging | 2001 | 7,426 |
| 29 | A Non-Local Algorithm for Image Denoising Antoni Buades, B. Coll, Jean‐Michel Morel | 27 Jul 2005 | 7,245 |
| 30 | Random forest in remote sensing: A review of applications and future directions Mariana Belgiu, Lucian Drăguţ · ISPRS Journal of Photogrammetry and Remote Sensing | 14 Feb 2016 | 7,201 |
| 31 | Fundamentals of digital image processing Anil Kumar Jain | 3 Oct 1988 | 7,013 |
| 32 | Making a “Completely Blind” Image Quality Analyzer A. Mittal, Rajiv Soundararajan, Alan Conrad Bovik · IEEE Signal Processing Letters | 14 Nov 2012 | 6,737 |
| 33 | Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope Aude Oliva, Antonio B. Torralba · International Journal of Computer Vision | May 2001 | 6,449 |
| 34 | Single Image Haze Removal Using Dark Channel Prior Kaiming He, Jian Cheng Sun, Xiaoou Tang · IEEE Transactions on Pattern Analysis and Machine Intelligence | 15 Sep 2010 | 6,281 |
| 35 | Multiscale structural similarity for image quality assessment Zhou Wang, Eero P. Simoncelli, Alan Conrad Bovik | 8 Jul 2004 | 6,069 |
| 36 | No-Reference Image Quality Assessment in the Spatial Domain A. Mittal, Anush Krishna Moorthy, Alan Conrad Bovik · IEEE Transactions on Image Processing | 17 Aug 2012 | 6,046 |
| 37 | A versatile camera calibration technique for high-accuracy 3D machine vision metrology using off-the-shelf TV cameras and lenses R. Tsai · IEEE Journal on Robotics and Automation | Aug 1987 | 5,863 |
| 38 | A universal image quality index Zhou Wang, Alan Conrad Bovik · IEEE Signal Processing Letters | Mar 2002 | 5,783 |
| 39 | CTFFIND4: Fast and accurate defocus estimation from electron micrographs Alexis L. Rohou, Nikolaus Grigorieff · Journal of Structural Biology | 13 Aug 2015 | 5,758 |
| 40 | Learning a Deep Convolutional Network for Image Super-Resolution Chao Dong, Chen Change Loy, Kaiming He et al. · Lecture notes in computer science | 2014 | 5,746 |
| 41 | Image Super-Resolution Using Very Deep Residual Channel Attention Networks Yulun Zhang, Kunpeng Li, Kai Li et al. · Lecture notes in computer science | 2018 | 5,660 |
| 42 | CellProfiler: image analysis software for identifying and quantifying cell phenotypes Anne E. Carpenter, Thouis R. Jones, Michael R. Lamprecht et al. · Genome biology | 31 Oct 2006 | 5,571 |
| 43 | Convergence Culture: Where Old and New Media Collide Curt Carbonell · The Journal of Popular Culture | 21 Jul 2007 | 5,554 |
| 44 | Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries Michael Elad, Michal Aharon · IEEE Transactions on Image Processing | 15 Nov 2006 | 5,442 |
| 45 | Dimensionality Reduction by Learning an Invariant Mapping Raia T. Hadsell, Sumit Chopra, Yann LeCun | 10 Jul 2006 | 5,318 |
| 46 | FSIM: A Feature Similarity Index for Image Quality Assessment Lin Zhang, Lei Zhang, Xuanqin Mou et al. · IEEE Transactions on Image Processing | 31 Jan 2011 | 5,283 |
| 47 | Face recognition using eigenfaces Matthew Turk, Alex Pentland | 10 Dec 2002 | 5,228 |
| 48 | Internet of Things in Industries: A Survey Li Da Xu, Wu He, Shancang Li · IEEE Transactions on Industrial Informatics | 31 Jan 2014 | 5,190 |
| 49 | Training Products of Experts by Minimizing Contrastive Divergence Geoffrey E. Hinton · Neural Computation | Aug 2002 | 5,049 |
| 50 | Sentinel-2: ESA's Optical High-Resolution Mission for GMES Operational Services Matthias Drusch, Umberto Del Bello, Stefane Carlier et al. · Remote Sensing of Environment | 28 Feb 2012 | 4,842 |
Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for a field when OpenAlex files it under one of the field's topics; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.