| # | Title | Journal | Year | Citations |
|---|
| 1 | An Introduction To Compressive Sampling | IEEE Signal Processing Magazine | 2008 | 7,855 |
| 2 | Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups | IEEE Signal Processing Magazine | 2012 | 7,242 |
| 3 | Scaling Up MIMO: Opportunities and Challenges with Very Large Arrays | IEEE Signal Processing Magazine | 2013 | 4,222 |
| 4 | Compressive Sensing [Lecture Notes] | IEEE Signal Processing Magazine | 2007 | 3,610 |
| 5 | Two decades of array signal processing research: the parametric approach | IEEE Signal Processing Magazine | 1996 | 3,548 |
| 6 | The Ecological Approach to Visual Perception | Journal of Aesthetics and Art Criticism | 1980 | 3,328 |
| 7 | The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains | IEEE Signal Processing Magazine | 2013 | 2,745 |
| 8 | Super-resolution image reconstruction: a technical overview | IEEE Signal Processing Magazine | 2003 | 2,613 |
| 9 | Single-pixel imaging via compressive sampling | IEEE Signal Processing Magazine | 2008 | 2,583 |
| 10 | Locating the nodes: cooperative localization in wireless sensor networks | IEEE Signal Processing Magazine | 2005 | 2,487 |
| 11 | Semidefinite Relaxation of Quadratic Optimization Problems | IEEE Signal Processing Magazine | 2010 | 2,486 |
| 12 | Co-creation and the new landscapes of design | CoDesign | 2008 | 2,437 |
| 13 | Talking about pictures: A case for photo elicitation | Visual Studies | 2002 | 2,265 |
| 14 | The expectation-maximization algorithm | IEEE Signal Processing Magazine | 1996 | 2,215 |
| 15 | Wavelets and signal processing | IEEE Signal Processing Magazine | 1991 | 2,173 |
| 16 | A Survey of Dynamic Spectrum Access | IEEE Signal Processing Magazine | 2007 | 2,162 |
| 17 | Deep Reinforcement Learning: A Brief Survey | IEEE Signal Processing Magazine | 2017 | 2,112 |
| 18 | Mean squared error: Love it or leave it? A new look at Signal Fidelity Measures | IEEE Signal Processing Magazine | 2009 | 2,096 |
| 19 | Federated Learning: Challenges, Methods, and Future Directions | IEEE Signal Processing Magazine | 2020 | 2,045 |
| 20 | Performative Acts and Gender Constitution: An Essay in Phenomenology and Feminist Theory | Theatre Journal | 1988 | 2,024 |
| 21 | The MNIST Database of Handwritten Digit Images for Machine Learning Research [Best of the Web] | IEEE Signal Processing Magazine | 2012 | 2,024 |
| 22 | The dual-tree complex wavelet transform | IEEE Signal Processing Magazine | 2005 | 1,989 |
| 23 | MIMO Radar with Colocated Antennas | IEEE Signal Processing Magazine | 2007 | 1,973 |
| 24 | Generative Adversarial Networks: An Overview | IEEE Signal Processing Magazine | 2018 | 1,913 |
| 25 | Spectral unmixing | IEEE Signal Processing Magazine | 2002 | 1,898 |
| 26 | Geometric Deep Learning: Going beyond Euclidean data | IEEE Signal Processing Magazine | 2017 | 1,846 |
| 27 | Emotion recognition in human-computer interaction | IEEE Signal Processing Magazine | 2001 | 1,781 |
| 28 | MIMO Radar with Widely Separated Antennas | IEEE Signal Processing Magazine | 2008 | 1,730 |
| 29 | Localization via ultra-wideband radios: a look at positioning aspects for future sensor networks | IEEE Signal Processing Magazine | 2005 | 1,667 |
| 30 | Optimizing Spatial filters for Robust EEG Single-Trial Analysis | IEEE Signal Processing Magazine | 2008 | 1,598 |
| 31 | Compressed Sensing MRI | IEEE Signal Processing Magazine | 2008 | 1,596 |
| 32 | Rate-distortion optimization for video compression | IEEE Signal Processing Magazine | 1998 | 1,414 |
| 33 | The Black Atlantic: Modernity and Double Consciousness. | African American Review | 1997 | 1,385 |
| 34 | Electromagnetic brain mapping | IEEE Signal Processing Magazine | 2001 | 1,373 |
| 35 | Linear and quadratic time-frequency signal representations | IEEE Signal Processing Magazine | 1992 | 1,345 |
| 36 | Energy-aware wireless microsensor networks | IEEE Signal Processing Magazine | 2002 | 1,291 |
| 37 | Splines: a perfect fit for signal and image processing | IEEE Signal Processing Magazine | 1999 | 1,249 |
| 38 | The JPEG 2000 still image compression standard | IEEE Signal Processing Magazine | 2001 | 1,183 |
| 39 | OFDM Versus Filter Bank Multicarrier | IEEE Signal Processing Magazine | 2011 | 1,107 |
| 40 | Talking about pictures: A case for photo elicitation | Visual Studies | 2002 | 1,082 |
| 41 | Network-based wireless location: challenges faced in developing techniques for accurate wireless location information | IEEE Signal Processing Magazine | 2005 | 1,080 |
| 42 | Multiple description coding: compression meets the network | IEEE Signal Processing Magazine | 2001 | 1,079 |
| 43 | Digital image restoration | IEEE Signal Processing Magazine | 1997 | 1,075 |
| 44 | What Is a Savitzky-Golay Filter? [Lecture Notes] | IEEE Signal Processing Magazine | 2011 | 1,060 |
| 45 | Progress in supervised neural networks | IEEE Signal Processing Magazine | 1993 | 1,054 |
| 46 | Of Mimicry and Man: The Ambivalence of Colonial Discourse | October | 1984 | 1,038 |
| 47 | Wireless multicarrier communications | IEEE Signal Processing Magazine | 2000 | 1,034 |
| 48 | Splitting the unit delay [FIR/all pass filters design] | IEEE Signal Processing Magazine | 1996 | 996 |
| 49 | Blind image deconvolution | IEEE Signal Processing Magazine | 1996 | 975 |
| 50 | Ultra-wideband communications - An idea whose time has come | IEEE Signal Processing Magazine | 2004 | 969 |
| 51 | Cognitive radar: a way of the future | IEEE Signal Processing Magazine | 2006 | 969 |
| 52 | Post‐feminism and popular culture | Feminist Media Studies | 2004 | 962 |
| 53 | Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis | IEEE Signal Processing Magazine | 2015 | 959 |
| 54 | The Condition of Postmodernity: An Enquiry into the Origins of Cultural Change | Journal of Architectural Education | 1991 | 928 |
| 55 | Model-order selection | IEEE Signal Processing Magazine | 2004 | 924 |
| 56 | Detection algorithms for hyperspectral imaging applications | IEEE Signal Processing Magazine | 2002 | 922 |
| 57 | Spectrum Sensing for Cognitive Radio : State-of-the-Art and Recent Advances | IEEE Signal Processing Magazine | 2012 | 906 |
| 58 | Shifting the MIMO Paradigm | IEEE Signal Processing Magazine | 2007 | 886 |
| 59 | Hyperspectral image data analysis | IEEE Signal Processing Magazine | 2002 | 874 |
| 60 | Imaging via Compressive Sampling | IEEE Signal Processing Magazine | 2008 | 831 |
| 61 | The effectiveness of creativity training: A quantitative review | Creativity Research Journal | 2004 | 825 |
| 62 | Mobile positioning using wireless networks: possibilities and fundamental limitations based on available wireless network measurements | IEEE Signal Processing Magazine | 2005 | 822 |
| 63 | Space-time processing for wireless communications | IEEE Signal Processing Magazine | 1997 | 820 |
| 64 | Subspace Clustering | IEEE Signal Processing Magazine | 2011 | 820 |
| 65 | Coalitional game theory for communication networks | IEEE Signal Processing Magazine | 2009 | 805 |
| 66 | Diffracting Diffraction: Cutting Together-Apart | Parallax | 2014 | 803 |
| 67 | Exploitation of spectral redundancy in cyclostationary signals | IEEE Signal Processing Magazine | 1991 | 801 |
| 68 | Genetic algorithms and their applications | IEEE Signal Processing Magazine | 1996 | 762 |
| 69 | Divergent Thinking as an Indicator of Creative Potential | Creativity Research Journal | 2012 | 758 |
| 70 | Particle Filtering | IEEE Signal Processing Magazine | 2003 | 756 |
| 71 | Signal processing with higher-order spectra | IEEE Signal Processing Magazine | 1993 | 751 |
| 72 | Textures: A Photographic Album for Artists and Designers | Leonardo | 1968 | 746 |
| 73 | Detection, classification, and tracking of targets | IEEE Signal Processing Magazine | 2002 | 745 |
| 74 | Is the Rectum a Grave? | October | 1987 | 735 |
| 75 | The variational approximation for Bayesian inference | IEEE Signal Processing Magazine | 2008 | 735 |
| 76 | Phase Retrieval with Application to Optical Imaging: A contemporary overview | IEEE Signal Processing Magazine | 2015 | 735 |
| 77 | Image forgery detection | IEEE Signal Processing Magazine | 2009 | 728 |
| 78 | Reliability, Validity, and Factor Structure of the Creative Achievement Questionnaire | Creativity Research Journal | 2005 | 712 |
| 79 | Watermarking digital image and video data. A state-of-the-art overview | IEEE Signal Processing Magazine | 2000 | 709 |
| 80 | Game-Theoretic Methods for the Smart Grid: An Overview of Microgrid Systems, Demand-Side Management, and Smart Grid Communications | IEEE Signal Processing Magazine | 2012 | 698 |
| 81 | 4D Printing: Multi‐Material Shape Change | Architectural Design | 2014 | 696 |
| 82 | Expression, Perception, and Induction of Musical Emotions: A Review and a Questionnaire Study of Everyday Listening | Journal of New Music Research | 2004 | 690 |
| 83 | In Praise of Convergent Thinking | Creativity Research Journal | 2006 | 684 |
| 84 | The Body and the Archive | October | 1986 | 679 |
| 85 | Information-driven dynamic sensor collaboration | IEEE Signal Processing Magazine | 2002 | 678 |
| 86 | Frequency-domain and multirate adaptive filtering | IEEE Signal Processing Magazine | 1992 | 666 |
| 87 | Automotive radars: A review of signal processing techniques | IEEE Signal Processing Magazine | 2017 | 663 |
| 88 | Principles of Perceptual Learning and Development | Leonardo | 1973 | 660 |
| 89 | Taxes and Trade in the Roman Empire (200 B.C.–A.D. 400) | Journal of Roman Studies | 1980 | 659 |
| 90 | Dictionary Learning | IEEE Signal Processing Magazine | 2011 | 657 |
| 91 | Rate-distortion methods for image and video compression | IEEE Signal Processing Magazine | 1998 | 639 |
| 92 | Visual Domain Adaptation: A survey of recent advances | IEEE Signal Processing Magazine | 2015 | 636 |
| 93 | An Introduction to factor graphs | IEEE Signal Processing Magazine | 2004 | 622 |
| 94 | Active noise control | IEEE Signal Processing Magazine | 1993 | 609 |
| 95 | General System Theory: Foundations, Development, Applications | Leonardo | 1977 | 602 |
| 96 | A Generative Theory of Tonal Music | Computer Music Journal | 1984 | 596 |
| 97 | The dialectics of sketching | Creativity Research Journal | 1991 | 583 |
| 98 | The Rise and Function of the Holy Man in Late Antiquity | Journal of Roman Studies | 1971 | 582 |
| 99 | Models of the Creative Process: Past, Present and Future | Creativity Research Journal | 2001 | 582 |
| 100 | Film Bodies: Gender, Genre, and Excess | Film Quarterly | 1991 | 581 |
