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ORCIDDan Schonfeld
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- affiliation: University of Illinois at Chicago, USA
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2020 – today
- 2022
[j76]Mohammed Aloraini
, Mehdi Sharifzadeh, Dan Schonfeld:
Quantized Gaussian JPEG Steganography and Pool Steganalysis. IEEE Access 10: 38031-38044 (2022)- 2021
- [j75]Mohammed Aloraini, Mehdi Sharifzadeh, Dan Schonfeld:
Sequential and Patch Analyses for Object Removal Video Forgery Detection and Localization. IEEE Trans. Circuits Syst. Video Technol. 31(3): 917-930 (2021) - [c125]Mingyuan Liu, Dan Schonfeld, Wei Tang:
Exploit Visual Dependency Relations for Semantic Segmentation. CVPR 2021: 9726-9735 - [c124]Chirag Agarwal, Shahin Khobahi, Dan Schonfeld, Mojtaba Soltanalian:
CoroNet: a deep network architecture for enhanced identification of COVID-19 from chest x-ray images. Computer-Aided Diagnosis 2021 - 2020
- [j74]Lingdao Sha, Dan Schonfeld, Jing Wang:
Graph Laplacian Regularization With Sparse Coding for Image Restoration and Representation. IEEE Trans. Circuits Syst. Video Technol. 30(7): 2000-2014 (2020) - [j73]Mehdi Sharifzadeh, Mohammed Aloraini, Dan Schonfeld:
Adaptive Batch Size Image Merging Steganography and Quantized Gaussian Image Steganography. IEEE Trans. Inf. Forensics Secur. 15: 867-879 (2020) - [c123]Chirag Agarwal, Shahin Khobahi, Arindam Bose, Mojtaba Soltanalian, Dan Schonfeld:
DEEP-URL: A Model-Aware Approach to Blind Deconvolution Based on Deep Unfolded Richardson-Lucy Network. ICIP 2020: 3299-3303 - [i12]Chirag Agarwal, Shahin Khobahi, Arindam Bose, Mojtaba Soltanalian, Dan Schonfeld:
Deep-URL: A Model-Aware Approach To Blind Deconvolution Based On Deep Unfolded Richardson-Lucy Network. CoRR abs/2002.01053 (2020)
2010 – 2019
- 2019
- [c122]Haoyu Wang, Daniel J. Sandin, Dan Schonfeld:
Post-stitching Depth Adjustment for Stereoscopic Panorama. ICASSP 2019: 2282-2286 - [c121]Mehdi Sharifzadeh, Mohammed Aloraini, Dan Schonfeld:
Quantized Gaussian Embedding Steganography. ICASSP 2019: 2637-2641 - [c120]Chirag Agarwal, Anh Nguyen, Dan Schonfeld:
Improving Robustness to Adversarial Examples by Encouraging Discriminative Features. ICIP 2019: 3801-3505 - [c119]Mohammed Aloraini, Mehdi Sharifzadeh, Chirag Agarwal, Dan Schonfeld:
Statistical Sequential Analysis for Object-based Video Forgery Detection. Media Watermarking, Security, and Forensics 2019 - [c118]Mohammed Aloraini, Lingdao Sha, Mehdi Sharifzadeh, Dan Schonfeld:
Dictionary Learning and Sparse Coding for Digital Image Forgery Detection. Media Watermarking, Security, and Forensics 2019 - [c117]Igor Fortel, Mitchell Butler, Laura E. Korthauer, Liang Zhan, Olusola Ajilore, Ira Driscoll, Anastasios Sidiropoulos, Yanfu Zhang, Lei Guo, Heng Huang, Dan Schonfeld, Alex D. Leow:
Brain Dynamics Through the Lens of Statistical Mechanics by Unifying Structure and Function. MICCAI (5) 2019: 503-511 - [i11]Chirag Agarwal, Dan Schonfeld, Anh Nguyen:
Removing input features via a generative model to explain their attributions to classifier's decisions. CoRR abs/1910.04256 (2019) - 2018
- [c116]Haoyu Wang, Daniel J. Sandin, Dan Schonfeld:
Saliency-Based Feature Selection Strategy in Stereoscopic Panoramic Video Generation. ICASSP 2018: 1837-1841 - [c115]Chirag Agarwal, Mehdi Sharifzadeh, Dan Schonfeld:
CrossEncoders: A complex neural network compression framework. Visual Information Processing and Communication 2018 - [c114]Vasundhara Goyal, Dan Schonfeld:
Generation of Stereoscopic Image Sequences from Monocular Videos Using Epipolar Geometry. Visual Information Processing and Communication 2018 - [i10]Chirag Agarwal, Bo Dong, Dan Schonfeld, Anthony Hoogs:
An Explainable Adversarial Robustness Metric for Deep Learning Neural Networks. CoRR abs/1806.01477 (2018) - [i9]Chirag Agarwal, Anh Nguyen, Dan Schonfeld:
Improving Adversarial Robustness by Encouraging Discriminative Features. CoRR abs/1811.00621 (2018) - 2017
- [j72]George Kokkonis, Kostas E. Psannis, Manos Roumeliotis, Dan Schonfeld:
Real-time wireless multisensory smart surveillance with 3D-HEVC streams for internet-of-things (IoT). J. Supercomput. 73(3): 1044-1062 (2017) - [j71]Shangrong Huang, Jian Zhang, Dan Schonfeld, Lei Wang, Xian-Sheng Hua:
Two-Stage Friend Recommendation Based on Network Alignment and Series Expansion of Probabilistic Topic Model. IEEE Trans. Multim. 19(6): 1314-1326 (2017) - [c113]Lingdao Sha, Dan Schonfeld, Jing Wang:
Locally linear embedded sparse coding for image representation. ICASSP 2017: 2527-2531 - [c112]Lingdao Sha, Dan Schonfeld, Amit Sethi:
Color normalization of histology slides using graph regularized sparse NMF. Digital Pathology 2017: 1014010 - [c111]Lingdao Sha, Dan Schonfeld:
Dual graph regularized sparse coding for image representation. VCIP 2017: 1-4 - [c110]Mehdi Sharifzadeh, Chirag Agarwal, Mohammed Aloraini, Dan Schonfeld:
Convolutional neural network steganalysis's application to steganography. VCIP 2017: 1-4 - [c109]Haoyu Wang, Daniel J. Sandin, Dan Schonfeld:
A common feature-based disparity control strategy in stereoscopic panorama generation. VCIP 2017: 1-4 - [c108]Lingdao Sha, Dan Schonfeld, Jing Wang:
Graph Regularized Sparse Coding by Modified Online Dictionary Learning. Visual Information Processing and Communication 2017: 27-31 - [i8]Chirag Agarwal, Mehdi Sharifzadeh, Joe Klobusicky, Dan Schonfeld:
CrossNets : A New Approach to Complex Learning. CoRR abs/1705.07404 (2017) - [i7]Mehdi Sharifzadeh, Chirag Agarwal, Mahdi Salarian, Dan Schonfeld:
A New Parallel Message-distribution Technique for Cost-based Steganography. CoRR abs/1705.08616 (2017) - [i6]Mehdi Sharifzadeh, Chirag Agarwal, Mohammed Aloraini, Dan Schonfeld:
Convolutional Neural Network Steganalysis's Application to Steganography. CoRR abs/1711.02581 (2017) - 2016
- [j70]Songqing Zhao, Daniela Tuninetti, Rashid Ansari, Dan Schonfeld:
On Achievable Distortion Exponents for a Gaussian Source Transmitted Over Parallel Gaussian Channels With Correlated Fading and Asymmetric SNRs. IEEE Trans. Inf. Theory 62(7): 4135-4153 (2016) - 2015
- [j69]Dan Schonfeld:
Editor-in-Chief Message. IEEE Trans. Circuits Syst. Video Technol. 25(2): 181 (2015) - [j68]Dan Schonfeld:
Introduction of New Associate Editors. IEEE Trans. Circuits Syst. Video Technol. 25(2): 182-184 (2015) - [c107]Mehdi Sharifzadeh, Dan Schonfeld:
Statistical and information-theoretic optimization and performance bounds of video steganography. Allerton 2015: 1454-1457 - 2014
- [j67]Qun Li, Dan Schonfeld:
Multilinear Discriminant Analysis for Higher-Order Tensor Data Classification. IEEE Trans. Pattern Anal. Mach. Intell. 36(12): 2524-2537 (2014) - [j66]Dan Schonfeld:
Editor-in-Chief Message. IEEE Trans. Circuits Syst. Video Technol. 24(2): 181-182 (2014) - [j65]Dan Schonfeld:
Introduction of the Deputy Editor-in-Chief and Associate Editors. IEEE Trans. Circuits Syst. Video Technol. 24(2): 183-188 (2014) - [j64]Shmuel Friedland, Qun Li, Dan Schonfeld:
Compressive Sensing of Sparse Tensors. IEEE Trans. Image Process. 23(10): 4438-4447 (2014) - [c106]Qun Li, Dan Schonfeld:
General stereoscopic distortion rectification due to arbitrary viewer motion in binocular stereoscopic display. SD&A 2014: 90111Y - [c105]Lingdao Sha, Dan Schonfeld, Qun Li:
Parallax multi-viewer autostereoscopic three-dimensional display. SD&A 2014: 90111M - [i5]Shmuel Friedland, Qun Li, Dan Schonfeld, Edgar A. Bernal:
Two algorithms for compressed sensing of sparse tensors. CoRR abs/1404.1506 (2014) - 2013
- [j63]Qun Li, Xiangqiong Shi, Dan Schonfeld:
Robust HOSVD-Based Higher-Order Data Indexing and Retrieval. IEEE Signal Process. Lett. 20(10): 984-987 (2013) - [j62]Nidhal Bouaynaya, Roman Shterenberg, Dan Schonfeld:
Optimal Perturbation Control of General Topology Molecular Networks. IEEE Trans. Signal Process. 61(7): 1733-1742 (2013) - [c104]Haoyu Wang, Nidhal Bouaynaya, Roman Shterenberg, Dan Schonfeld:
Sparse biologically-constrained optimal perturbation of gene regulatory networks. ICASSP 2013: 1167-1171 - [c103]Jing Huang, Liming Wang, Dan Schonfeld:
Compressed-sensing game theory (CSGT): A novel polynomial complexity solution to Nash equilibria in dynamical games. ICASSP 2013: 6551-6555 - [c102]Qun Li, Dan Schonfeld, Shmuel Friedland:
Generalized tensor compressive sensing. ICME 2013: 1-6 - [i4]Shmuel Friedland, Qun Li, Dan Schonfeld:
Generalized Tensor Compressive Sensing. CoRR abs/1305.5777 (2013) - 2012
- [j61]Songqing Zhao, Daniela Tuninetti, Rashid Ansari, Dan Schonfeld:
Multiple description coding over multiple correlated erasure channels. Trans. Emerg. Telecommun. Technol. 23(6): 522-536 (2012) - [j60]Laurent Najman, Junior Barrera, B. S. Daya Sagar, Petros Maragos, Dan Schonfeld:
Introduction to the Issue on Filtering and Segmentation With Mathematical Morphology. IEEE J. Sel. Top. Signal Process. 6(7): 737-738 (2012) - [j59]Nidhal Bouaynaya, Mohammed Charif-Chefchaouni, Dan Schonfeld:
M-Idempotent and Self-Dual Morphological Filters. IEEE Trans. Pattern Anal. Mach. Intell. 34(4): 805-813 (2012) - [j58]Nidhal Bouaynaya, Roman Shterenberg, Dan Schonfeld:
Methods for Optimal Intervention in Gene Regulatory Networks [Applications Corner]. IEEE Signal Process. Mag. 29(1): 158-163 (2012) - [c101]Liming Wang, Dan Schonfeld:
Stability of an iterative dynamical system. ACC 2012: 3328-3333 - [c100]Jing Huang, Dan Schonfeld, Vikram Krishnamurthy:
A new context-sensitive grammars learning algorithm and its application in trajectory classification. ICIP 2012: 3093-3096 - [c99]Jing Huang, Dan Schonfeld:
Graph-Based Sequential Particle Filtering Framework for Articulated Motion Analysis. ICME 2012: 872-877 - [c98]Johnson J. GadElkarim, Dan Schonfeld, Olusola Ajilore, Liang Zhan, Aifeng Zhang, Jamie Feusner, Paul M. Thompson, Tony J. Simon, Anand R. Kumar, Alex D. Leow:
A Framework for Quantifying Node-Level Community Structure Group Differences in Brain Connectivity Networks. MICCAI (2) 2012: 196-203 - [c97]Liming Wang, Nicola Piotto, Dan Schonfeld:
Boosting quantization for Lp norm distortion measure. SSP 2012: 217-220 - [c96]Ghulam Rasool, Nidhal Bouaynaya, Hassan M. Fathallah-Shaykh, Dan Schonfeld:
Inference of genetic regulatory networks using regularized likelihood with covariance estimation. SSP 2012: 560-563 - [c95]Liming Wang, Dan Schonfeld:
Mapping equivalence under iterative dynamics for symbolic sequences. SSP 2012: 784-787 - [c94]Jing Huang, Dan Schonfeld:
A distributed context-free grammars learning algorithm and its application in video classification. VCIP 2012: 1-6 - [c93]Jing Huang, Dan Schonfeld:
A novel particle filtering framework for 2D-TO-3D conversion from a monoscopic 2D image sequence. VCIP 2012: 1-6 - [e3]Jian Zhang, Dan Schonfeld, David Dagan Feng:
2012 IEEE International Conference on Multimedia and Expo Workshops, Melbourne, Australia, July 9-13, 2012. IEEE Computer Society 2012, ISBN 978-1-4673-2027-6 [contents] - 2011
- [j57]Nidhal Bouaynaya, Roman Shterenberg, Dan Schonfeld:
Inverse perturbation for optimal intervention in gene regulatory networks. Bioinform. 27(1): 103-110 (2011) - [j56]Luigi Di Stefano, Carlo S. Regazzoni, Dan Schonfeld:
Advanced Video-Based Surveillance. EURASIP J. Image Video Process. 2011 (2011) - [j55]Dan Schonfeld, Jan Biemond, Gerard de Haan, André Kaup:
Introduction to the Issue on Recent Advances in Video Processing for Consumer Displays. IEEE J. Sel. Top. Signal Process. 5(2): 213-216 (2011) - [j54]Pan Pan, Dan Schonfeld:
Visual Tracking Using High-Order Particle Filtering. IEEE Signal Process. Lett. 18(1): 51-54 (2011) - [j53]Dan Schonfeld, Li Deng:
Signal Processing Trends in Media, Mobility, and Search [From the Editors]. IEEE Signal Process. Mag. 28(4): 2-6 (2011) - [j52]Liuling Gong, Nidhal Bouaynaya, Dan Schonfeld:
Information-Theoretic Model of Evolution over Protein Communication Channel. IEEE ACM Trans. Comput. Biol. Bioinform. 8(1): 143-151 (2011) - [j51]Pan Pan, Dan Schonfeld:
Video Tracking Based on Sequential Particle Filtering on Graphs. IEEE Trans. Image Process. 20(6): 1641-1651 (2011) - [c92]Nidhal Bouaynaya, Roman Shterenberg, Dan Schonfeld:
Robustness of inverse perturbation for discrete event control. EMBC 2011: 2422-2425 - [c91]Nidhal Bouaynaya, Mohammed Rasheed, Roman Shterenberg, Dan Schonfeld:
Intervention in general topology gene regulatory networks. GENSiPS 2011: 222-225 - [c90]Qun Li, Xiangqiong Shi, Dan Schonfeld:
A general framework for robust HOSVD-based indexing and retrieval with high-order tensor data. ICASSP 2011: 873-876 - [c89]Jing Huang, Dan Schonfeld:
Graph-based sequential particle filtering in lossy networks: Single and multiple collaborative cameras. ICASSP 2011: 1189-1192 - [c88]Liming Wang, Vikram Krishnamurthy, Dan Schonfeld:
Factor graph-based structural equilibria in dynamical games. ICASSP 2011: 1964-1967 - [c87]Jing Huang, Dan Schonfeld:
Particle filtering with missing frames and its application to video tracking over lossy networks. Visual Information Processing and Communication 2011: 78820F - [c86]Qun Li, Xiangqiong Shi, Dan Schonfeld:
Robust HOSVD-based multi-camera motion trajectory indexing and retrieval. Visual Information Processing and Communication 2011: 78820E - 2010
- [j50]Chong Chen, Dan Schonfeld:
Pose estimation from multiple cameras based on Sylvester's equation. Comput. Vis. Image Underst. 114(6): 652-666 (2010) - [j49]Dan Schonfeld:
Introduction to the Deputy-Editor-in-Chief. IEEE Trans. Circuits Syst. Video Technol. 20(2): 166 (2010) - [j48]Junlan Yang, Dan Schonfeld:
Virtual Focus and Depth Estimation From Defocused Video Sequences. IEEE Trans. Image Process. 19(3): 668-679 (2010) - [j47]Chong Chen, Dan Schonfeld:
A Particle Filtering Framework for Joint Video Tracking and Pose Estimation. IEEE Trans. Image Process. 19(6): 1625-1634 (2010) - [j46]Rama Chellappa, Wendi Rabiner Heinzelman, Janusz Konrad, Dan Schonfeld, Marilyn Wolf:
Special Section on Distributed Camera Networks: Sensing, Processing, Communication, and Implementation. IEEE Trans. Image Process. 19(10): 2513-2515 (2010) - [c85]Nidhal Bouaynaya, Roman Shterenberg, Dan Schonfeld:
Optimal perturbation control of gene regulatory networks. GENSiPS 2010: 1-4 - [c84]Liming Wang, Dan Schonfeld:
Dynamics, stability and consistency in representation of genomic sequences. GENSiPS 2010: 1-4 - [c83]Liming Wang, Dan Schonfeld:
Game theoretic model for control of gene regulatory networks. ICASSP 2010: 542-545 - [c82]Liuling Gong, Dan Schonfeld:
Learning from high-dimensional noisy data via projections onto multi-dimensional ellipsoids. ICASSP 2010: 1970-1973 - [c81]Xiangqiong Shi, Dan Schonfeld, Daniela Tuninetti:
Message error analysis of loopy belief propagation. ICASSP 2010: 2078-2081 - [c80]Xu Chen, Dan Schonfeld, Ashfaq A. Khokhar:
Non-linear kernel space invariant representation for view-invariant motion trajectory retrieval and classification. ICASSP 2010: 5582-5585 - [c79]Xu Chen, Dan Schonfeld, Ashfaq A. Khokhar:
Bilinear invariant representation for video classification and retrieval. ICIP 2010: 2385-2388 - [c78]Lei Gao, David Zaretsky, Gaurav Mittal, Dan Schonfeld, Prith Banerjee:
Automatic Generation of Stream Descriptors for Streaming Architectures. ICPP 2010: 307-312 - [c77]Carlo Giulietti, Dan Schonfeld, Rashid Ansari:
A novel cache optimization algorithm and protocol for video streaming in pure peer-to-peer networks. AVSTP2P@MM 2010: 19-24 - [p1]Xiang Ma, Xu Chen, Ashfaq A. Khokhar, Dan Schonfeld:
Motion Trajectory-Based Video Retrieval, Classification, and Summarization. Video Search and Mining 2010: 53-82 - [e2]Dan Schonfeld, Caifeng Shan, Dacheng Tao, Liang Wang:
Video Search and Mining. Studies in Computational Intelligence 287, Springer 2010, ISBN 978-3-642-12899-8 [contents] - [i3]Xiangqiong Shi, Dan Schonfeld, Daniela Tuninetti:
Message Error Analysis of Loopy Belief Propagation for the Sum-Product Algorithm. CoRR abs/1009.2305 (2010)
2000 – 2009
- 2009
- [j45]Xiang Ma, Faisal I. Bashir, Ashfaq A. Khokhar, Dan Schonfeld:
Event Analysis Based on Multiple Interactive Motion Trajectories. IEEE Trans. Circuits Syst. Video Technol. 19(3): 397-406 (2009) - [j44]Junlan Yang, Dan Schonfeld, Magdi A. Mohamed:
Robust Video Stabilization Based on Particle Filter Tracking of Projected Camera Motion. IEEE Trans. Circuits Syst. Video Technol. 19(7): 945-954 (2009) - [j43]Nidhal Bouaynaya, Dan Schonfeld:
On the Optimality of Motion-Based Particle Filtering. IEEE Trans. Circuits Syst. Video Technol. 19(7): 1068-1072 (2009) - [j42]Xiang Ma, Dan Schonfeld, Ashfaq A. Khokhar:
Video Event Classification and Image Segmentation Based on Noncausal Multidimensional Hidden Markov Models. IEEE Trans. Image Process. 18(6): 1304-1313 (2009) - [j41]Hunsop Hong, Dan Schonfeld:
Attraction-Repulsion Expectation-Maximization Algorithm for Image Reconstruction and Sensor Field Estimation. IEEE Trans. Image Process. 18(9): 2004-2011 (2009) - [j40]Liming Wang, Dan Schonfeld:
Mapping equivalence for symbolic sequences: theory and applications. IEEE Trans. Signal Process. 57(12): 4895-4905 (2009) - [j39]Xu Chen, Dan Schonfeld, Ashfaq A. Khokhar:
Localization and Trajectory Estimation of Mobile Objects Using Minimum Samples. IEEE Trans. Veh. Technol. 58(8): 4439-4446 (2009) - [c76]Songqing Zhao, Daniela Tuninetti, Rashid Ansari, Dan Schonfeld:
Distortion exponent for multiple description coding. Allerton 2009: 1250-1255 - [c75]Dan Schonfeld:
MotionSearch: Context-Based Video Retrieval and Activity Recognition in Video Surveillance. AVSS 2009: 194 - [c74]Nidhal Bouaynaya, Dan Schonfeld, Radhakrishnan Nagarajan:
Analysis of temporal gene expression profiles using time-dependent MUSIC algorithm. GENSiPS 2009: 1-4 - [c73]Liming Wang, Dan Schonfeld:
Consistency in representation and transformation of genomic sequences. GENSiPS 2009: 1-4 - [c72]Xiang Ma, Dan Schonfeld, Ashfaq A. Khokhar:
Dynamic updating and downdating matrix SVD and tensor HOSVD for adaptive indexing and retrieval of motion trajectories. ICASSP 2009: 1129-1132 - [c71]Liuling Gong, Dan Schonfeld:
Space Kernel Analysis. ICASSP 2009: 1577-1580 - [c70]Pan Pan, Fatih Porikli, Dan Schonfeld:
A new method for tracking performance evaluation based on a reflective model and perturbation analysis. ICASSP 2009: 3529-3532 - [c69]Xu Chen, Dan Schonfeld, Ashfaq A. Khokhar:
View-invariant tensor null-space representation for multiple motion trajectory retrieval and classification. ICASSP 2009: 3545-3548 - [c68]Daniela Tuninetti, Songqing Zhao, Rashid Ansari, Dan Schonfeld:
The Effect of Fading Correlation on Average Source MMSE Distortion. ICC 2009: 1-6 - [c67]Xiang Ma, Ashfaq A. Khokhar, Dan Schonfeld:
Robust video mining based on local similarity alignment of motion trajectories. ICIP 2009: 281-284 - [c66]Chong Chen, Dan Schonfeld:
Robust 3D pose estimation from multiple video cameras. ICIP 2009: 541-544 - [c65]Xu Chen, Dan Schonfeld, Ashfaq A. Khokhar:
Localized Null Space representation for dynamic updating and downdating in image and video databases. ICIP 2009: 801-804 - [c64]Junlan Yang, Dan Schonfeld:
New results on performance analysis of super-resolution image reconstruction. ICIP 2009: 1517-1520 - [c63]Nidhal Bouaynaya, Dan Schonfeld:
Adaptive mathematical morphology: A unified representation theory. ICIP 2009: 2265-2268 - [c62]Chong Chen, Dan Schonfeld:
Geometrical plenoptic sampling. ICIP 2009: 3769-3772 - [c61]Pan Pan, Dan Schonfeld:
Sequential particle filtering for conditional density propagation on graphs. ICIP 2009: 4109-4112 - [c60]Lei Gao, Gaurav Mittal, David Zaretsky, Dan Schonfeld, Prithviraj Banerjee:
An Automated Algorithm to Generate Stream Programs. ISCAS 2009: 1505-1508 - [c59]