Arash Amini

Journals

  • [J19] M. Fatemi, A. Amini, L. Baboulaz and M. Vetterli, "Shapes from Pixels,"  IEEE Trans. Image Proc., vol. 25, no. 3, pp. 1193-1206, Mar. 2016.
  • [J9] F. Marvasti, A. Amini, F. Haddadi, M. Soltanolkotabi, B. Khalaj, A. Aldroubi, S. Sanei and J. Chambers, "A unified approach to sparse signal processing," EURASIP J. Adv. Sig. Proc., vol. 44, 2012, doi:10.1186/1687-6180-2012-44.

Conferences

  • [C51] A. Ajorloo, A. Amini and F. Colone, "An Estimation-Theoretic Approach to Joint Antenna Placement and Power Allocation in Colocated MIMO Radar," RADAR 2024, Rennes, France, Oct. 2024.
  • [C50] E. Zinvandi, M. Alikhani, Z. Pourbahman, R. Kazemi and A. Amini, "Persian Web Document Retrieval Corpus," IWCIT 2024, Tehran, Iran, May 2024.
  • [C49] F. Kasraei and A. Amini, "Fast High-quality Directed Graph learning," IWCIT 2024, Tehran, Iran, May 2024.
  • [C48] M. Iraji, M. Eini, A. Amini and S. Rini, "Stationary Processes on Directed Graphs," IWCIT 2024, Tehran, Iran, May 2024.
  • [C47] A. Javaheri, A. Amini, F. Marvasti and D. P. Palomar, "Joint Signal Recovery and Graph Learning from Incomplete Time-Series," ICASSP 2024, Seol, South Korea, Apr. 2024.
  • [C46] M. Bokaei, S. Razavikia, A. Amini and S. Rini, "Single-snapshot DOA Estimation via Weighted Hankel-structured Matrix Completion," EUSIPCO 2022, Belgrade, Serbia, Aug. - Sep. 2022.
  • [C45] M. Bokaei, S. Razavikia, A. Amini and S. Rini, "Two-snapshot DOA Estimation via Hankel-structured Matrix Completion," ICASSP 2022, Singapore, May 2022.
  • [C44] S. Shoushtari, H. Mohammadzadeh and A. Amini, "Emotion Recognition Using Sparse Graph Analysis of Brain Connectivity," ICBME 2021, Tehran, Iran, Nov. 2021.
  • [C43] H. Zamani, P. Rostami, A. Amini and F. Marvasti, "Elliptical Shape Recovery from Blurred Pixels using Deep Learning," ICASSP 2021, Toronto, Canada, Jun. 2021.
  • [C42] M. Cherakhloo, H. Otroshi-Shahreza, M. Soltanian, S. Ranjkeshzadeh, H. Azadegan, A. Shirkhodaee, A. Amini and H. Behroozi,, "Measuring Image Blooming using Blurriness metrics," IST 2020, Tehran, Iran, Dec. 2020.
  • [C41] M. Charusaie, S. Rini, and A. Amini, "On the Compressibility of Affinely Singular Random Vectors," ISIT 2020, LA, CA., USA, Jun. 2020.
  • [C40] S. Malek, S. Salehkaleyber, and A. Amini, "Multi Variable-layer Neural Networks for Decoding Linear Codes," IWCIT 2020, Tehran, Iran, May 2020.
  • [C39] H. Zamani, M. Fakharzadeh, and A. Amini, "A Gradient Estimation Solution for Range Focusing in the Millimeter-Wave Imaging Systems," IEEE APS/URSI 2020, Montréal, Quebec, Canada, Jul. 2020.
  • [C38] H. Otroshi-Shahreza, A. Amini, and H. Behroozi, "No-Reference Video Quality Assessment using Recurrent Neural Networks," ICSPIS 2019, Shahrood, Iran, Dec. 2019.
  • [C37] H. Otroshi-Shahreza, A. Amini, and H. Behroozi, "In-the-wild No-Reference Image Quality Assessment using Deep Convolutional Neural Networks," ICSPIS 2019, Shahrood, Iran, Dec. 2019.
  • [C36] S. Alemohammad and A. Amini, "One-Bit Compressed Sensing Using Smooth Measure of l0-Norm," SAMPTA 2019, Bordeaux, France, Jul. 2019.
  • [C35] A. Ataei, A. Amini and A. Ghazizadeh, "Brain Activity Estimation using EEG-only Recordings Calibrated with joint EEG-fMRI Recordings using Compressive Sensing," SAMPTA 2019, Bordeaux, France, Jul. 2019.
  • [C34] S. Razavi-Kia, H. Zamani and A. Amini, "Recovery of a class of Binary Images from Fourier Samples," SAMPTA 2019, Bordeaux, France, Jul. 2019.
  • [C33] S. Razavi-Kia, H. Zamani and A. Amini, "Sampling and Recovery of Binary Shapes via Low-Rank structures," SAMPTA 2019, Bordeaux, France, Jul. 2019.
  • [C32] A. Ajorloo, A. Amini and MH Bastani, "Compressive Sensing-based Colocated MIMO Radar with Reduced Number of Transmit Antennas," IWCIT 2019, Tehran, Iran, Apr. 2019.
  • [C31] H. Zamani, M. Fakharzadeh, A. Amini, and M. Ranjbar Naeini, "Beam Pattern Analysis of 1.5-D Sparse Array for Millimeter-Wave Imaging Systems," IEEE APS/URSI 2019, Atlanta, Georgia, Jul. 2019.
  • [C30] H. Otroshi-Shahreza, A. Amini, and H. Behroozi, "No-reference image quality assessment using transfer learning," IST 2018, Tehran, Iran, Dec. 2018.
  • [C29] H. Mirfarshbafan, M. Shabany, A. Nezamalhosseini and A. Amini, "Near-ML Detection in Massive MIMO Systems with One-Bit ADCs: Algorithm and VLSI Design," ISCAS 2018, Florence, Italy, May 2018.
  • [C28] E. Asadi-Kangarshahi, S. Aziznejad, M. Amerimehr and A. Amini, "A Fast Matrix Completion Method for Index Coding," EUSIPCO 2017, Kos island, Greece, Aug-Sep 2017.
  • [C27] A. Ajorloo, A. Amini and MH Bastani, "An Approach to Power Allocation in MIMO Radar with Sparse Modeling for Coherence Minimization," EUSIPCO 2017, Kos island, Greece, Aug-Sep 2017.
  • [C26] H. Mohaqeq-Dolatabadi and A. Amini, "A Sampling Theorem for Convex Shapes with Algebraic Boundaries," SAMPTA 2017, Tallin, Estonia, July 2017.
  • [C25] H. Abin and A. Amini, "Complex-valued Deterministic Matrices with Low Coherence based on Algebraic Geometric Codes," SPARS 2017, Lisbon, Portugal, June 2017.
  • [C24] M. Khalaji, M. Ferdousizadeh, and A. Amini, "Sparsity Order Estimation under Constrained Budget," SPARS 2017, Lisbon, Portugal, June 2017.
  • [C23] A. Esmaeili, A. Amini and F. Marvasti, "Fast Methods for Recovering Sparse Paramters in Linear Low Rank Models," GlobalSIP 2016, Washington, D.C., USA, December 2016.
  • [C22] H. Araghi, A. Akhaee and A. Amini, "Approximate ML Estimator for Compensation of Timing Mismatch and Jitter noise in TI-ADCs," EUSIPCO 2016, Budapest, Hungary, September 2016.
  • [C21] A. Singh, P. Singh, A. Amini and F. Marvasti, "A New Set of Codes with Swift Decoding for Overloaded Synchronous CDMA," NCC 2016, Guwahati, India, March 2016.
  • [C20] R. Mohammadian, A. Amini, B. H. Khalaj and N. Omidvar, "MIMO-OFDM Pilot Symbol Design For Sparse Channel Estimation," APSIPA ASC 2015, Hong Kong, December 2015.
  • [C19] H. Araghi, A. Akhaee and A. Amini, "Timing Mismatch Compensation in TI-ADCs Using Bayesian Approach," EUSIPCO 2015, Nice, France, September 2015.
  • [C18] A. Amini, "Improved RIP Guarantees for certain Deterministic Matrices based on Coherence," SPARS 2015, Cambridge, UK, July 2015.
  • [C17] A. Hosseini, M. Barzegar, A. Amini and F. Marvasti, "Nonlinear Sampling for Sparse Recovery," SAMPTA 2015, Washington, USA, May 2015.
  • [C16] A. Amini, H. Baghsheikhi and F. Marvasti, "From Paley Graphs to Deterministic Sensing Matrices with Real-Valued Gramians," SAMPTA 2015, Washington, USA, May 2015.
  • [C15] A. Amini and M. Unser, "Optimal Interpolation Laws for Stable AR(1) Processes," SAMPTA 2013, Bremen, Germany, July 2013.
  • [C14] A. Amini and M. Unser, "Not All Lp-Norms Are Compatible with Sparse Stochastic Processes," SPARS 2013, Lausanne, Switzerland, July 2013.
  • [C13] A. Amini, U. Kamilov and M. Unser, "The Analog Formulation of Sparsity Implies Infinite Divisibility and Rules Out Bernoulli-Gaussian Priors," ITW 2012, Lausanne, Switzerland, September 2012.
  • [C12] A. Amini, U. Kamilov and M. Unser, "Bayesian Denoising of Generalized Poisson Processes with Finite Rate of Innovation," ICASSP 2012, Kyoto, Japan, March 2012.
  • [C11] U. Kamilov, A. Amini and M. Unser, "MMSE Denoising of Sparse Levy processes via Message-Passing," ICASSP 2012, Kyoto, Japan, March 2012.
  • [C10] R. Madani, A. Ayremlou, A. Amini and Farrokh Marvasti, "A proposed Optimized Spline Interpolation," SAMPTA 2011, Singapour, May 2011.
  • [C9] A. Amini, V. Montazerhodjat and F. Marvasti, "RIP-fulfilling Complex-Valued Matrices," ICC 2010, Cape Town, South Africa, May 2010.
  • [C8] A. Akhaee, A. Amini, Gh. Ghorbani and F. Marvasti, "A Solution to gain Attack on Watermarking Systems: Logarithmic Homogeneous Rational Dither Modulation," ICASSP 2010, Dallas, TX, USA, March 2010.
  • [C7] A. Amini and F. Marvasti, "Limits of Deterministic Compressed Sensing Considering Arbitrary Orthonormal Basis for Sparsity," SAMPTA 2009, Marseille, France, May 2009.
  • [C6] M. Soltanolkotabi, A. Amini and F. Marvasti, "OFDM Channel Estimation based on Adaptive Thresholding for Sparse Signal Detection" EUSIPCO 2009, Glasgow, Scotland, August 2009.
  • [C5] M. Soltanolkotabi, M. Soltanalian, A. Amini and F. Marvasti, "A Practical Sparse Channel Estimation for Current OFDM Standards," ICT 2009, Marrakech, Morocco, May 2009.
  • [C4] S. Zahedpour, S. Feizi-Khankandi, A. Amini and F. Marvasti, "Impulsive Noise Cancelation using CFAR and Iterative Techniques ," ICT 2008, St. Petersburg, Russia , June 2008.
  • [C3] S. Feizi-Khankandi, S. Zahedpour, A. Amini and F. Marvasti, "Image Denoising Using Soft-Decision and Iterative Method," ICT 2008, St. Petersburg, Russia , June 2008.
  • [C2] A. Amini and F. Marvasti, "Reconstruction of Multiband Signals From Non-Invertible Uniform And Periodic Nonuniform Samples using an Iterative Method," SAMPTA 2007, Thessaloniki, Greece, June 2007.
  • [C1] A. Amini and F. Marvasti, "Robust Bandpass Sampling Using Two Analysis Filters," SAMPTA 2007, Thessaloniki, Greece, June 2007.

Patents

  • [P3] H . Otroshi-Shahreza, A. Amini and H. Behroozi, "Quality assessment of digital media", US Patent App. 17/527,030, 2022 (filed: Nov. 15, 2021).
  • [P2] H . Otroshi-Shahreza, A. Amini and H. Behroozi, "Quality assessment of an image", US Patent 11308598, Apr. 19, 2022 (filed: Feb. 14, 2020).
  • [P1] H . Otroshi-Shahreza, A. Amini and H. Behroozi, "Quality assessment of a video", US Patent 11176654, Nov. 16, 2021 (filed: Mar. 26, 2020).

Invited Talks

  • [IT11] A. Amini, "Learning Large Graphs", Mathematics and AI Sciences, Iran Academy of Science, Tehran, Iran, 30 Nov., 2023
  • [IT10] A. Amini and M.B. Iraji, "Stationary Graph Signals", 12th Seminar on Linear Algebra and its Applications (SLAA1402), Sahand U. of Tech., Sahand, Iran, 19 Jul., 2023.
  • [IT9] A. Amini, "An overview of Graph Signal Processing", ReAct series, Sharif U. of Tech., Tehran, Iran, 30 Dec., 2021.
  • [IT8] A. Amini, "Compressed Sensing and related Optimizations", Math Department, Sharif U. of Tech., Tehran, Iran, 7 Apr., 2021.
  • [IT7] A. Amini, "List Estimation", CS Department, Kharazmi U., Tehran, Iran, Dec., 2020.
  • [IT6] A. Amini, "Evaluation and Improvement of Video Data Quality", EE Department, Sharif U. of Tech., Tehran, Iran, 6 May, 2020.
  • [IT5] A. Amini, "Operator Discretization and Splines", Tehran Math House, Tehran, Iran, 10 Nov., 2016.
  • [IT4] A. Amini, "Some of the Current Trends in Sparse Signal Processing", IWSP workshop, ITRC, Tehran, Iran, 2 May, 2016.
  • [IT3] A. Amini, "Continuous-domain stochastic models for compressed sensing", Math Department, Sharif U. of Tech., Tehran, Iran, 3 Nov., 2013.
  • [IT2] A. Amini, "Sparse stochastic processes", EE Department, Sharif U. of Tech., Tehran, Iran, 14 Nov., 2012.
  • [IT1] A. Amini and M. Unser, "Stochastic models and techniques for sparse signals", IEICE conference, Okyama, Japan, 22 Mar. 2012.

Thesis