# | 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 | The expectation-maximization algorithm | IEEE Signal Processing Magazine | 1996 | 2,215 |
13 | Wavelets and signal processing | IEEE Signal Processing Magazine | 1991 | 2,173 |
14 | A Survey of Dynamic Spectrum Access | IEEE Signal Processing Magazine | 2007 | 2,162 |
15 | Deep Reinforcement Learning: A Brief Survey | IEEE Signal Processing Magazine | 2017 | 2,112 |
16 | Mean squared error: Love it or leave it? A new look at Signal Fidelity Measures | IEEE Signal Processing Magazine | 2009 | 2,096 |
17 | Federated Learning: Challenges, Methods, and Future Directions | IEEE Signal Processing Magazine | 2020 | 2,045 |
18 | The MNIST Database of Handwritten Digit Images for Machine Learning Research [Best of the Web] | IEEE Signal Processing Magazine | 2012 | 2,024 |
19 | The dual-tree complex wavelet transform | IEEE Signal Processing Magazine | 2005 | 1,989 |
20 | MIMO Radar with Colocated Antennas | IEEE Signal Processing Magazine | 2007 | 1,973 |
21 | Generative Adversarial Networks: An Overview | IEEE Signal Processing Magazine | 2018 | 1,913 |
22 | Spectral unmixing | IEEE Signal Processing Magazine | 2002 | 1,898 |
23 | Geometric Deep Learning: Going beyond Euclidean data | IEEE Signal Processing Magazine | 2017 | 1,846 |
24 | Emotion recognition in human-computer interaction | IEEE Signal Processing Magazine | 2001 | 1,781 |
25 | MIMO Radar with Widely Separated Antennas | IEEE Signal Processing Magazine | 2008 | 1,730 |
26 | Localization via ultra-wideband radios: a look at positioning aspects for future sensor networks | IEEE Signal Processing Magazine | 2005 | 1,667 |
27 | Optimizing Spatial filters for Robust EEG Single-Trial Analysis | IEEE Signal Processing Magazine | 2008 | 1,598 |
28 | Compressed Sensing MRI | IEEE Signal Processing Magazine | 2008 | 1,596 |
29 | Rate-distortion optimization for video compression | IEEE Signal Processing Magazine | 1998 | 1,414 |
30 | Electromagnetic brain mapping | IEEE Signal Processing Magazine | 2001 | 1,373 |
31 | Linear and quadratic time-frequency signal representations | IEEE Signal Processing Magazine | 1992 | 1,345 |
32 | Energy-aware wireless microsensor networks | IEEE Signal Processing Magazine | 2002 | 1,291 |
33 | Splines: a perfect fit for signal and image processing | IEEE Signal Processing Magazine | 1999 | 1,249 |
34 | The JPEG 2000 still image compression standard | IEEE Signal Processing Magazine | 2001 | 1,183 |
35 | OFDM Versus Filter Bank Multicarrier | IEEE Signal Processing Magazine | 2011 | 1,107 |
36 | Network-based wireless location: challenges faced in developing techniques for accurate wireless location information | IEEE Signal Processing Magazine | 2005 | 1,080 |
37 | Multiple description coding: compression meets the network | IEEE Signal Processing Magazine | 2001 | 1,079 |
38 | Digital image restoration | IEEE Signal Processing Magazine | 1997 | 1,075 |
39 | What Is a Savitzky-Golay Filter? [Lecture Notes] | IEEE Signal Processing Magazine | 2011 | 1,060 |
40 | Progress in supervised neural networks | IEEE Signal Processing Magazine | 1993 | 1,054 |
41 | Of Mimicry and Man: The Ambivalence of Colonial Discourse | October | 1984 | 1,038 |
42 | Wireless multicarrier communications | IEEE Signal Processing Magazine | 2000 | 1,034 |
43 | Splitting the unit delay [FIR/all pass filters design] | IEEE Signal Processing Magazine | 1996 | 996 |
44 | Blind image deconvolution | IEEE Signal Processing Magazine | 1996 | 975 |
45 | Ultra-wideband communications - An idea whose time has come | IEEE Signal Processing Magazine | 2004 | 969 |
46 | Cognitive radar: a way of the future | IEEE Signal Processing Magazine | 2006 | 969 |
47 | Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis | IEEE Signal Processing Magazine | 2015 | 959 |
48 | Model-order selection | IEEE Signal Processing Magazine | 2004 | 924 |
49 | Detection algorithms for hyperspectral imaging applications | IEEE Signal Processing Magazine | 2002 | 922 |
50 | Spectrum Sensing for Cognitive Radio : State-of-the-Art and Recent Advances | IEEE Signal Processing Magazine | 2012 | 906 |
51 | Shifting the MIMO Paradigm | IEEE Signal Processing Magazine | 2007 | 886 |
52 | Hyperspectral image data analysis | IEEE Signal Processing Magazine | 2002 | 874 |
53 | Imaging via Compressive Sampling | IEEE Signal Processing Magazine | 2008 | 831 |
54 | Mobile positioning using wireless networks: possibilities and fundamental limitations based on available wireless network measurements | IEEE Signal Processing Magazine | 2005 | 822 |
55 | Space-time processing for wireless communications | IEEE Signal Processing Magazine | 1997 | 820 |
56 | Subspace Clustering | IEEE Signal Processing Magazine | 2011 | 820 |
57 | Coalitional game theory for communication networks | IEEE Signal Processing Magazine | 2009 | 805 |
58 | Exploitation of spectral redundancy in cyclostationary signals | IEEE Signal Processing Magazine | 1991 | 801 |
59 | Genetic algorithms and their applications | IEEE Signal Processing Magazine | 1996 | 762 |
60 | Particle Filtering | IEEE Signal Processing Magazine | 2003 | 756 |
61 | Signal processing with higher-order spectra | IEEE Signal Processing Magazine | 1993 | 751 |
62 | Textures: A Photographic Album for Artists and Designers | Leonardo | 1968 | 746 |
63 | Detection, classification, and tracking of targets | IEEE Signal Processing Magazine | 2002 | 745 |
64 | Is the Rectum a Grave? | October | 1987 | 735 |
65 | The variational approximation for Bayesian inference | IEEE Signal Processing Magazine | 2008 | 735 |
66 | Phase Retrieval with Application to Optical Imaging: A contemporary overview | IEEE Signal Processing Magazine | 2015 | 735 |
67 | Image forgery detection | IEEE Signal Processing Magazine | 2009 | 728 |
68 | Watermarking digital image and video data. A state-of-the-art overview | IEEE Signal Processing Magazine | 2000 | 709 |
69 | 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 |
70 | Expression, Perception, and Induction of Musical Emotions: A Review and a Questionnaire Study of Everyday Listening | Journal of New Music Research | 2004 | 690 |
71 | The Body and the Archive | October | 1986 | 679 |
72 | Information-driven dynamic sensor collaboration | IEEE Signal Processing Magazine | 2002 | 678 |
73 | Frequency-domain and multirate adaptive filtering | IEEE Signal Processing Magazine | 1992 | 666 |
74 | Automotive radars: A review of signal processing techniques | IEEE Signal Processing Magazine | 2017 | 663 |
75 | Principles of Perceptual Learning and Development | Leonardo | 1973 | 660 |
76 | Dictionary Learning | IEEE Signal Processing Magazine | 2011 | 657 |
77 | Rate-distortion methods for image and video compression | IEEE Signal Processing Magazine | 1998 | 639 |
78 | Visual Domain Adaptation: A survey of recent advances | IEEE Signal Processing Magazine | 2015 | 636 |
79 | An Introduction to factor graphs | IEEE Signal Processing Magazine | 2004 | 622 |
80 | Active noise control | IEEE Signal Processing Magazine | 1993 | 609 |
81 | General System Theory: Foundations, Development, Applications | Leonardo | 1977 | 602 |
82 | A Generative Theory of Tonal Music | Computer Music Journal | 1984 | 596 |
83 | Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods | IEEE Signal Processing Magazine | 2014 | 580 |
84 | Gramophone, Film, Typewriter | October | 1987 | 579 |
85 | Compression via channel coding - Distributed source coding for sensor networks | IEEE Signal Processing Magazine | 2004 | 579 |
86 | Imaging the body with diffuse optical tomography | IEEE Signal Processing Magazine | 2001 | 578 |
87 | Anomaly detection from hyperspectral imagery | IEEE Signal Processing Magazine | 2002 | 578 |
88 | Video transcoding architectures and techniques: an overview | IEEE Signal Processing Magazine | 2003 | 575 |
89 | Big Data Analysis with Signal Processing on Graphs: Representation and processing of massive data sets with irregular structure | IEEE Signal Processing Magazine | 2014 | 569 |
90 | Music Structure and Emotional Response: Some Empirical Findings | Psychology of Music | 1991 | 566 |
91 | Digital watermarking: algorithms and applications | IEEE Signal Processing Magazine | 2001 | 540 |
92 | Antagonism and Relational Aesthetics | October | 2004 | 528 |
93 | Advanced Deep-Learning Techniques for Salient and Category-Specific Object Detection: A Survey | IEEE Signal Processing Magazine | 2018 | 527 |
94 | Deep Multimodal Learning: A Survey on Recent Advances and Trends | IEEE Signal Processing Magazine | 2017 | 509 |
95 | Perception of Temporal Patterns | Music Perception | 1985 | 507 |
96 | An overview of sigma-delta converters | IEEE Signal Processing Magazine | 1996 | 502 |
97 | Surrogate Gradient Learning in Spiking Neural Networks: Bringing the Power of Gradient-Based Optimization to Spiking Neural Networks | IEEE Signal Processing Magazine | 2019 | 501 |
98 | Hidden Order: How Adaptation Builds Complexity | Leonardo | 1996 | 498 |
99 | Clock Synchronization of Wireless Sensor Networks | IEEE Signal Processing Magazine | 2011 | 498 |
100 | Iterative, soft signal processing for digital communications - From the guest editors | IEEE Signal Processing Magazine | 2004 | 497 |