| # | Title | Journal | Year | Citations |
|---|
| 1 | Independent component analysis, A new concept? | Signal Processing | 1994 | 6,637 |
| 2 | Blind separation of sources, part I: An adaptive algorithm based on neuromimetic architecture | Signal Processing | 1991 | 2,129 |
| 3 | Digital image steganography: Survey and analysis of current methods | Signal Processing | 2010 | 1,251 |
| 4 | Topographic distance and watershed lines | Signal Processing | 1994 | 1,161 |
| 5 | A review of novelty detection | Signal Processing | 2014 | 1,122 |
| 6 | Novelty detection: a review—part 1: statistical approaches | Signal Processing | 2003 | 1,106 |
| 7 | Algorithms for simultaneous sparse approximation. Part I: Greedy pursuit | Signal Processing | 2006 | 1,091 |
| 8 | Wavelets for fault diagnosis of rotary machines: A review with applications | Signal Processing | 2014 | 1,081 |
| 9 | Fast fourier transforms: A tutorial review and a state of the art | Signal Processing | 1990 | 754 |
| 10 | Cyclostationarity: Half a century of research | Signal Processing | 2006 | 747 |
| 11 | Overview of total least-squares methods | Signal Processing | 2007 | 738 |
| 12 | A new 1D chaotic system for image encryption | Signal Processing | 2014 | 706 |
| 13 | Rotation, scale and translation invariant spread spectrum digital image watermarking | Signal Processing | 1998 | 665 |
| 14 | Novelty detection: a review—part 2: | Signal Processing | 2003 | 643 |
| 15 | Extensions of compressed sensing | Signal Processing | 2006 | 643 |
| 16 | Fault diagnosis of rotary machinery components using a stacked denoising autoencoder-based health state identification | Signal Processing | 2017 | 624 |
| 17 | A novel colour image encryption algorithm based on chaos | Signal Processing | 2012 | 623 |
| 18 | Watermarking of uncompressed and compressed video | Signal Processing | 1998 | 621 |
| 19 | A DCT-domain system for robust image watermarking | Signal Processing | 1998 | 611 |
| 20 | Underdetermined blind source separation using sparse representations | Signal Processing | 2001 | 597 |
| 21 | Generalized gradient vector flow external forces for active contours | Signal Processing | 1998 | 596 |
| 22 | A new method for grey-level picture thresholding using the entropy of the histogram | Signal Processing | 1980 | 572 |
| 23 | Multifocus image fusion using the nonsubsampled contourlet transform | Signal Processing | 2009 | 565 |
| 24 | On compressive sensing applied to radar | Signal Processing | 2010 | 546 |
| 25 | Multirate digital signal processing | Signal Processing | 1983 | 531 |
| 26 | Reversible image hiding scheme using predictive coding and histogram shifting | Signal Processing | 2009 | 529 |
| 27 | Algorithms for simultaneous sparse approximation. Part II: Convex relaxation | Signal Processing | 2006 | 500 |
| 28 | Selective review of offline change point detection methods | Signal Processing | 2020 | 486 |
| 29 | Speech enhancement for non-stationary noise environments | Signal Processing | 2001 | 479 |
| 30 | A fusion-based enhancing method for weakly illuminated images | Signal Processing | 2016 | 479 |
| 31 | Distance measures for signal processing and pattern recognition | Signal Processing | 1989 | 471 |
| 32 | A new color image encryption using combination of the 1D chaotic map | Signal Processing | 2017 | 467 |
| 33 | Active contours driven by local Gaussian distribution fitting energy | Signal Processing | 2009 | 463 |
| 34 | The Synchrosqueezing algorithm for time-varying spectral analysis: Robustness properties and new paleoclimate applications | Signal Processing | 2013 | 450 |
| 35 | Adaptive blind separation of independent sources: A deflation approach | Signal Processing | 1995 | 437 |
| 36 | Multi-dimensional sub-band coding: Some theory and algorithms | Signal Processing | 1984 | 436 |
| 37 | Using penalized contrasts for the change-point problem | Signal Processing | 2005 | 431 |
| 38 | Studies on fractional order differentiators and integrators: A survey | Signal Processing | 2011 | 430 |
| 39 | Robust image watermarking in the spatial domain | Signal Processing | 1998 | 426 |
| 40 | A color image cryptosystem based on dynamic DNA encryption and chaos | Signal Processing | 2019 | 426 |
| 41 | 2D Logistic-Sine-coupling map for image encryption | Signal Processing | 2018 | 415 |
| 42 | Discrete Gabor expansions | Signal Processing | 1990 | 411 |
| 43 | A novel image encryption scheme based on substitution-permutation network and chaos | Signal Processing | 2016 | 398 |
| 44 | High-fidelity reversible data hiding scheme based on pixel-value-ordering and prediction-error expansion | Signal Processing | 2013 | 397 |
| 45 | Tuning of fractional PID controllers with Ziegler–Nichols-type rules | Signal Processing | 2006 | 395 |
| 46 | The propagator method for source bearing estimation | Signal Processing | 1995 | 392 |
| 47 | Digital coding of waveforms. Principles and applications to speech and video | Signal Processing | 1985 | 385 |
| 48 | Robust audio watermarking using perceptual masking | Signal Processing | 1998 | 377 |
| 49 | Image super-resolution: The techniques, applications, and future | Signal Processing | 2016 | 375 |
| 50 | Covariance matrix estimation for CFAR detection in correlated heavy tailed clutter | Signal Processing | 2002 | 338 |
