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ORCIDMonson H. Hayes III
Monson H. Hayes – Monson Hayes
Person information
- affiliation: Georgia Institute of Technology, Atlanta, USA
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2020 – today
- 2024
[j38]Hanseok Ko
, Monson Hayes, John H. L. Hansen:
Meeting the Challenges of a Growing ICASSP: Highlights from ICASSP 2024 [Conference Highlights]. IEEE Signal Process. Mag. 41(3): 6-14 (2024)- 2021
- [j37]Xiaoying Qiu, Xuan Sun, Monson Hayes:
Enhanced Security Authentication Based on Convolutional-LSTM Networks. Sensors 21(16): 5379 (2021) - 2020
- [j36]Xiaoying Qiu, Jianmei Dai, Monson Hayes:
A Learning Approach for Physical Layer Authentication Using Adaptive Neural Network. IEEE Access 8: 26139-26149 (2020)
2010 – 2019
- 2019
- [j35]Ghadi Salem, Jonathan Krynitsky, Monson Hayes, Thomas Pohida, Xavier P. Burgos-Artizzu:
Three-Dimensional Pose Estimation for Laboratory Mouse From Monocular Images. IEEE Trans. Image Process. 28(9): 4273-4287 (2019) - [c93]Xiaoying Qiu, Ting Jiang, Sheng Wu, Chunxiao Jiang, Haipeng Yao, Monson H. Hayes, Abderrahim Benslimane:
Wireless User Authentication Based on KLT and Gaussian Mixture Model. WCNC 2019: 1-5 - 2018
- [j34]Xiaoying Qiu, Ting Jiang, Sheng Wu, Monson Hayes:
Physical Layer Authentication Enhancement Using a Gaussian Mixture Model. IEEE Access 6: 53583-53592 (2018) - [j33]Marcelino Lázaro, Monson H. Hayes, Aníbal R. Figueiras-Vidal:
Training neural network classifiers through Bayes risk minimization applying unidimensional Parzen windows. Pattern Recognit. 77: 204-215 (2018) - 2016
- [j32]Jinwoo Kang, David V. Anderson, Monson H. Hayes:
Face recognition for vehicle personalization with near infrared frame differencing. IEEE Trans. Consumer Electron. 62(3): 316-324 (2016) - [c92]Ghadi Salem, Jonathan Krynitsky, Brett Kirkland, Eugene Lin, Aaron Chan, Simeon Anfinrud, Sarah Anderson, Marcial Garmendia-Cedillos, Rhamy Belayachi, Juan Alonso-Cruz, Joshua Yu, Anthony Iano-Fletcher, George Dold, Tom Talbot, Alexxai V. Kravitz, James B. Mitchell, Guanhang Wu, John U. Dennis, Monson Hayes, Kristin Branson, Thomas Pohida:
Scalable Vision System for Mouse Homecage Ethology. ACIVS 2016: 626-637 - [c91]Ghadi Salem, Jonathan Krynitsky, Monson H. Hayes III, Thomas Pohida, Xavier P. Burgos-Artizzu:
Cascaded regression for 3D pose estimation for mouse in fisheye lens distorted monocular images. GlobalSIP 2016: 1032-1036 - [c90]Ghadi Salem, Jonathan Krynitsky, Thomas Pohida, Monson H. Hayes, Xavier P. Burgos-Artizzu:
Three dimensional pose estimation of mouse from monocular images in compact systems. ICPR 2016: 1750-1755 - 2015
- [c89]Jinwoo Kang, David V. Anderson, Monson H. Hayes III:
Direct Image Alignment for Active Near Infrared Image Differencing. ACIVS 2015: 334-344 - [c88]Jinwoo Kang, David V. Anderson, Monson H. Hayes:
Face recognition in vehicles with near infrared frame differencing. SP/SPE 2015: 358-363 - [c87]Jinwoo Kang, Monson H. Hayes:
Face recognition for vehicle personalization with near-IR frame differencing and pose clustering. ICCE 2015: 455-456 - 2014
- [j31]Smita Vemulapalli, Monson Hayes:
Audio-video based character recognition for handwritten mathematical content in classroom videos. Integr. Comput. Aided Eng. 21(3): 219-234 (2014) - 2013
- [c86]Seungwon Lee, Joonki Paik, Monson H. Hayes:
Distance Estimation with a Two or Three Aperture SLR Digital Camera. ACIVS 2013: 25-36 - [c85]Seungwon Lee, Nahyun Kim, Kyungwon Jung, Monson H. Hayes, Joonki Paik:
Single image-based depth estimation using dual off-axis color filtered aperture camera. ICASSP 2013: 2247-2251 - [c84]Inhye Yoon, Monson H. Hayes, Joonki Paik:
Wavelength-adaptive image formation model and geometric classification for defogging unmanned aerial vehicle images. ICASSP 2013: 2454-2458 - [c83]Jaehyun Im, Inhye Yoon, Monson H. Hayes, Joonki Paik:
Dark channel prior-based spatially adaptive contrast enhancement for back lighting compensation. ICASSP 2013: 2464-2468 - [c82]Seungwon Lee, Nahyun Kim, Inho Paek, Monson H. Hayes, Joonki Paik:
Moving object detection using unstable camera for consumer surveillance systems. ICCE 2013: 145-146 - [c81]Nahyun Kim, Seungwon Lee, Ewoo Chon, Monson H. Hayes, Joonki Paik:
Adaptively partitioned block-based backlit image enhancement for consumer mobile devices. ICCE 2013: 393-394 - [c80]Smita Vemulapalli, Monson H. Hayes:
Grammar-assisted audio-video equation recognition. DSP 2013: 1-6 - [c79]Seonah Mok, Jaehwan Jeon, Monson H. Hayes III, Joonki Paik:
Participating interface. SIGGRAPH ASIA Art Gallery 2013: 24:1-24:4 - 2012
- [j30]Seungwon Lee, Junghyun Lee, Monson H. Hayes, Joon Ki Paik:
Adaptive background generation for automatic detection of initial object region in multiple color-filter aperture camera-based surveillance system. IEEE Trans. Consumer Electron. 58(1): 104-110 (2012) - [j29]Inhye Yoon, Seonyung Kim, Donggyun Kim, Monson H. Hayes, Joon Ki Paik:
Adaptive defogging with color correction in the HSV color space for consumer surveillance system. IEEE Trans. Consumer Electron. 58(1): 111-116 (2012) - [j28]Sangjin Kim, Eunsung Lee, Monson H. Hayes, Joon Ki Paik:
Multifocusing and Depth Estimation Using a Color Shift Model-Based Computational Camera. IEEE Trans. Image Process. 21(9): 4152-4166 (2012) - [j27]Amol Borkar, Monson Hayes, Mark T. Smith:
A Novel Lane Detection System With Efficient Ground Truth Generation. IEEE Trans. Intell. Transp. Syst. 13(1): 365-374 (2012) - [c78]Roushanak Rahmat, Aamir Saeed Malik, Nidal S. Kamel, Tae-Sun Choi, Monson H. Hayes:
3D Shape from Focus Using LULU Operators. ACIVS 2012: 237-245 - [c77]Seungwon Lee, Junghyun Lee, Monson H. Hayes, Aggelos K. Katsaggelos, Joon Ki Paik:
Single camera-based full depth map estimation using color shifting property of a multiple color-filter aperture. ICASSP 2012: 801-804 - [c76]Seonyung Kim, Donggyun Kim, Tae-Chan Kim, Monson Hayes, Joonki Paik:
Selective frequency decomposition in the wavelet domain for single image-based super-resolution. ICCE 2012: 124-125 - [c75]Junghyun Lee, Seungwon Lee, Inho Paek, Monson H. Hayes, Joonki Paik:
Adaptive background generation for automatic detection of initial object region in multiple color-filter aperture camera-based surveillance system. ICCE 2012: 195-196 - [c74]Seungwon Lee, Junghyun Lee, Ewoo Chon, Monson H. Hayes, Joonki Paik:
Moving object segmentation using motion orientation histogram in adaptively partitioned blocks for consumer surveillance system. ICCE 2012: 197-198 - [c73]Inhye Yoon, Seonyung Kim, Donggyun Kim, Monson H. Hayes, Joonki Paik:
Adaptive defogging with color correction in the HSV color space for consumer video surveillance systems. ICCE 2012: 606-607 - [c72]Jaehwan Jeon, Jinhee Lee, Eunsung Lee, Monson H. Hayes, Joonki Paik:
Regularized adaptive super-resolution using kernel estimation-based edge reconnection and kernel orientation constraints. ICIP 2012: 2213-2216 - 2011
- [j26]Jaehyun Im, Jaehwan Jeon, Monson H. Hayes, Joon Ki Paik:
Single image-based ghost-free high dynamic range imaging using local histogram stretching and spatially-adaptive denoising. IEEE Trans. Consumer Electron. 57(4): 1478-1484 (2011) - [c71]Amol Borkar, Monson Hayes, Mark T. Smith:
A New Multi-camera Approach for Lane Departure Warning. ACIVS 2011: 58-69 - [c70]Amol Borkar, Monson Hayes, Mark T. Smith:
Polar randomized hough transform for lane detection using loose constraints of parallel lines. ICASSP 2011: 1037-1040 - [c69]Smita Vemulapalli, Monson Hayes:
Ambiguity detection methods for improving handwritten mathematical character recognition accuracy in classroom videos. DSP 2011: 1-6 - [c68]Smita Vemulapalli, Monson Hayes:
Synchronization and combination techniques for audio-video based handwritten mathematical content recognition in classroom videos. ISDA 2011: 941-946 - 2010
- [c67]Amol Borkar, Monson Hayes, Mark T. Smith:
A Template Matching and Ellipse Modeling Approach to Detecting Lane Markers. ACIVS (2) 2010: 179-190 - [c66]Amol Borkar, Monson Hayes, Mark T. Smith:
An efficient method to generate ground truth for evaluating lane detection systems. ICASSP 2010: 1090-1093 - [c65]Amol Borkar, Monson Hayes, Mark T. Smith:
Detecting lane markers in complex urban environments. MASS 2010: 727-732
2000 – 2009
- 2009
- [c64]Amol Borkar, Monson Hayes, Mark T. Smith:
Lane Detection and Tracking Using a Layered Approach. ACIVS 2009: 474-484 - [c63]Amol Borkar, Monson Hayes, Mark T. Smith, Sharathchandra Pankanti:
A layered approach to robust lane detection at night. CIVVS 2009: 51-57 - [c62]Amol Borkar, Monson Hayes, Mark T. Smith:
Robust lane detection and tracking with ransac and Kalman filter. ICIP 2009: 3261-3264 - 2008
- [j25]Ghassan AlRegib, Monson H. Hayes, Elliot Moore, Douglas B. Williams:
Technology and Tools to Enhance Distributed Engineering Education. Proc. IEEE 96(6): 951-969 (2008) - [j24]Monson H. Hayes, John R. Treichler:
Adaptive Filtering [Best of the Web]. IEEE Signal Process. Mag. 25(6): 169-172 (2008) - [j23]Elliot Moore II, Tristan T. Utschig, Kevin A. Haas, Benjamin Klein, P. Douglas Yoder, Ying Zhang, Monson H. Hayes:
Tablet PC Technology for the Enhancement of Synchronous Distributed Education. IEEE Trans. Learn. Technol. 1(2): 105-116 (2008) - 2006
- [c61]Jinwoo Kang, Amol Borkar, Angelique Yeung, Nancy Nong, Marc Smith, Monson Hayes:
Short Wavelength Infrared Face Recognition for Personalization. ICIP 2006: 2757-2760 - 2005
- [j22]Aziz Umit Batur, Monson H. Hayes III:
Adaptive active appearance models. IEEE Trans. Image Process. 14(11): 1707-1721 (2005) - 2004
- [j21]Aziz Umit Batur, Monson H. Hayes III:
Segmented Linear Subspaces for Illumination-Robust Face Recognition. Int. J. Comput. Vis. 57(1): 49-66 (2004) - [j20]SangKeun Lee, Monson H. Hayes:
Properties of the singular value decomposition for efficient data clustering. IEEE Signal Process. Lett. 11(11): 862-866 (2004) - [j19]Paul S. Hong, David V. Anderson, Douglas B. Williams, Joel R. Jackson, Thomas P. Barnwell III, Monson H. Hayes, Ronald W. Schafer, John D. Echard:
DSP for practicing engineers: a case study in Internet course delivery. IEEE Trans. Educ. 47(3): 301-310 (2004) - [c60]SangKeun Lee, Monson H. Hayes:
An application for interactive video abstraction. ICASSP (5) 2004: 905-908 - [c59]SangKeun Lee, Monson H. Hayes:
A simple and fast color-based human face detection scheme for content-based indexing and retrieval. ICIP 2004: 701-704 - 2003
- [j18]Bahadir K. Gunturk, Aziz Umit Batur, Yucel Altunbasak, Monson H. Hayes III, Russell M. Mersereau:
Eigenface-domain super-resolution for face recognition. IEEE Trans. Image Process. 12(5): 597-606 (2003) - [c58]Aziz Umit Batur, Monson H. Hayes:
A Novel Convergence Scheme for Active Appearance Models. CVPR (1) 2003: 359-368 - [c57]Aziz Umit Batur, Bruce E. Flinchbaugh, Monson H. Hayes III:
A DSP-based approach for the implementation of face recognition algorithms. ICASSP (2) 2003: 253-256 - [c56]SangKeun Lee, Monson H. Hayes III:
A fast clustering algorithm for video abstraction. ICIP (2) 2003: 563-566 - 2002
- [c55]SangKeun Lee, Monson H. Hayes:
Real-time camera motion classification for content-based indexing and retrieval using templates. ICASSP 2002: 3664-3667 - [c54]Monson H. Hayes, Joel R. Jackson:
Synchronous and asynchronous distributed DSP education. DSP 2002: 1247-1251 - [c53]Monson H. Hayes, Michele L. Jamrozik:
A compressed domain video object segmentation system. ICIP (1) 2002: 113-116 - [c52]Bahadir K. Gunturk, Aziz Umit Batur, Yucel Altunbasak, Monson H. Hayes III, Russell M. Mersereau:
Eigenface-based super-resolution for face recognition. ICIP (2) 2002: 845-848 - 2001
- [j17]Monson H. Hayes, Michael Mayercik:
Distance learning across the Atlantic. IEEE Trans. Educ. 44(2): 11 (2001) - [j16]Monson H. Hayes, Michele L. Jamrozik:
Internet Distance Learning: The Problems, the Pitfalls, and the Future. J. VLSI Signal Process. 29(1-2): 63-69 (2001) - [c51]Aziz Umit Batur, Monson H. Hayes III:
Linear Subspaces for Illumination Robust Face Recognition. CVPR (2) 2001: 296-301 - [c50]Joel R. Jackson, Thomas P. Barnwell III, Douglas B. Williams, Monson H. Hayes III, David V. Anderson, Ronald W. Schafer:
DSP for practicing engineers: an online course for continuing DSP education. ICASSP 2001: 2721-2724 - [c49]SangKeun Lee, Monson H. Hayes III:
Scene Change Detection Using Adaptive Threshold And Sub-Macroblock Images In Compressed Seqeunces. ICME 2001 - [c48]SangKeun Lee, Monson H. Hayes:
Efficient scene segmentation for content-based indexing in the compressed domain. MMSP 2001: 473-478 - 2000
- [c47]Ara V. Nefian, Monson H. Hayes III:
Maximum Likelihood Training of the Embedded HMM for Face Detection and Recognition. ICIP 2000: 33-36 - [c46]David V. Anderson, Lonnie D. Harvel, Monson H. Hayes III, Yoshihide Ishiguro, Joel R. Jackson, Maria da Graça Campos Pimentel:
Internet Course Delivery - Making it Easier and More Effective. IEEE International Conference on Multimedia and Expo (I) 2000: 84-87
1990 – 1999
- 1999
- [c45]Qin Jiang, Joon-Jae Lee, Monson H. Hayes III:
A wavelet based stereo image coding algorithm. ICASSP 1999: 3157-3160 - [c44]Ara V. Nefian, Monson H. Hayes III:
An embedded HMM-based approach for face detection and recognition. ICASSP 1999: 3553-3556 - [c43]Darnell J. Moore, Irfan A. Essa, Monson H. Hayes:
Exploiting Human Actions and Object Context for Recognition Tasks. ICCV 1999: 80-86 - [c42]Jeffery R. Price, Monson H. Hayes III:
Steerable Filter Cascades. ICIP (2) 1999: 880-884 - [c41]Monson H. Hayes, Michele L. Jamrozik:
Internet distance learning: the problems, the pitfalls, and the future. MMSP 1999: 569-574 - 1998
- [j15]Jeffery R. Price, Monson H. Hayes III:
Resampling and reconstruction with fractal interpolation functions. IEEE Signal Process. Lett. 5(9): 228-230 (1998) - [j14]Jeffery R. Price, Monson H. Hayes III:
Correction to "Resampling and reconstruction with fractal interpolation functions". IEEE Signal Process. Lett. 5(12): 331 (1998) - [j13]Halûk Aydinoglu, Monson H. Hayes III:
Stereo image coding: a projection approach. IEEE Trans. Image Process. 7(4): 506-516 (1998) - [c40]Ara V. Nefian, Monson H. Hayes III:
Hidden Markov models for face recognition. ICASSP 1998: 2721-2724 - [c39]Ara V. Nefian, Monson H. Hayes III:
Face Detection and Recognition using Hidden Markov Models. ICIP (1) 1998: 141-145 - [c38]Monson H. Hayes:
Some approaches to Internet distance learning with streaming media. MMSP 1998: 514-519 - 1996
- [c37]Halûk Aydinoglu, Monson H. Hayes III:
Performance analysis of stereo coding algorithms. ICASSP 1996: 2191-2194 - 1995
- [j12]Fatma Ayhan Sakarya, Monson H. Hayes:
Estimating 2-D DOA angles using nonlinear array configurations. IEEE Trans. Signal Process. 43(9): 2212-2216 (1995) - [c36]Halûk Aydinoglu, Faouzi Kossentini, Monson H. Hayes III:
A new framework for multi-view image coding. ICASSP 1995: 2173-2176 - [c35]Baldine-Brunel Paul, Monson H. Hayes III:
Video coding based on iterated function systems. ICASSP 1995: 2269-2272 - [c34]Antai Peng, Monson H. Hayes III:
Modeling human facial expressions at multiple resolutions. ICASSP 1995: 2627-2629 - [c33]Halûk Aydinoglu, Faouzi Kossentini, Qin Jiang, Monson H. Hayes:
Region-based stereo image coding. ICIP 1995: 57-60 - [c32]Antai Peng, Monson H. Hayes:
Iterative Human Facial Expression Modeling. ICSC 1995: 479-486 - [c31]Halûk Aydinoglu, Monson H. Hayes:
Stereo Image Coding. ISCAS 1995: 247-250 - 1994
- [j11]Fatma Ayhan Sakarya, Monson H. Hayes III:
A subspace rotation-based technique for estimating 2-D arrival angles using nonlinear array configurations. IEEE Trans. Signal Process. 42(2): 409-411 (1994) - [c30]Halûk Aydinoglu, Monson H. Hayes:
Compression of Multi-View Images. ICIP (2) 1994: 385-389 - [c29]Baldine-Brunel Paul, Monson H. Hayes:
Fractal-Based Compression of Motion Video Sequences. ICIP (1) 1994: 755-759 - [c28]Monson H. Hayes, Greg Vines:
IFS Image Coding Using an Orthonormal Basis. ISCAS 1994: 621-624 - 1993
- [j10]Wooshik Kim, Monson H. Hayes:
Phase retrieval using a window function. IEEE Trans. Signal Process. 41(3): 1409-1412 (1993) - [j9]Greg Vines, Monson H. Hayes III:
Nonlinear address maps in a one-dimensional fractal model. IEEE Trans. Signal Process. 41(4): 1721-1724 (1993) - [c27]Greg Vines, Monson H. Hayes III:
Adaptive IFS image coding with proximity maps. ICASSP (5) 1993: 349-352 - [c26]Sam Liu, Monson Hayes:
Video compression using quadtree segmentation and component quantization. ICASSP (5) 1993: 429-432 - 1992
- [j8]W. Armin Kittel, Monson H. Hayes:
Symbolic representation of process monitoring signals. Signal Process. 29(1): 93-106 (1992) - [j7]David S. Mazel, Monson H. Hayes:
Using iterated function systems to model discrete sequences. IEEE Trans. Signal Process. 40(7): 1724-1734 (1992) - [c25]W. Armin Kittel, Monson H. Hayes:
Monitoring rotating machine signals. ICASSP 1992: 65-68 - [c24]Wooshik Kim, Monson H. Hayes:
Phase retrieval using a window function. ICASSP 1992: 149-152 - [c23]J. Huang, S. Liu, Monson H. Hayes III, Russell M. Mersereau:
A multi-frame pel-recursive algorithm for varying frame-to-frame displacement estimation. ICASSP 1992: 241-244 - [c22]Sam Liu, Monson Hayes:
Segmentation-based coding of motion difference and motion field images for low bit-rate video compression. ICASSP 1992: 525-528 - 1991
- [j6]D. Mitchell Wilkes, Salvatore D. Morgera, Fazal Noor, Monson H. Hayes III:
A Hermitian Toeplitz matrix is unitarily similar to a real Toeplitz-plus-Hankel matrix. IEEE Trans. Signal Process. 39(9): 2146-2148 (1991) - [c21]Wooshik Kim, Monson H. Hayes:
The phase retrieval problem in X-ray crystallography. ICASSP 1991: 1765-1768 - [c20]Fatma Ayhan Sakarya, Monson H. Hayes III:
Estimating 2-D angles of arrival using overlapping volume arrays. ICASSP 1991: 3353-3356 - [c19]David S. Mazel, Monson H. Hayes III:
Hidden-variable fractal interpolation of discrete sequences. ICASSP 1991: 3393-3396 - 1990
- [j5]David S. Mazel, Jeffrey S. Geronimo, Monson H. Hayes III:
On the geometric sequences of reflection coefficients. IEEE Trans. Acoust. Speech Signal Process. 38(10): 1810-1812 (1990) - [c18]Wooshik Kim, Monson H. Hayes:
Iterative phase retrieval using two Fourier transform intensities. ICASSP 1990: 1563-1566
1980 – 1989
- 1988
- [j4]Craig E. Morris, Mark A. Richards, Monson H. Hayes:
Fast reconstruction of linearly distorted signals. IEEE Trans. Acoust. Speech Signal Process. 36(7): 1017-1025 (1988) - [c17]David S. Mazel, Monson H. Hayes III:
Reflections on Levinson's recursion [lattice filters]. ICASSP 1988: 1632-1635 - [c16]D. M. Wikes, Monson H. Hayes:
Iterated Toeplitz approximation of covariance matrices. ICASSP 1988: 1663-1666 - 1987
- [j3]D. Mitchell Wilkes, Monson H. Hayes III:
An eigenvalue recursion for Toeplitz matrices. IEEE Trans. Acoust. Speech Signal Process. 35(6): 907-909 (1987) - [j2]Erlendur Karlsson, Monson H. Hayes III:
Least squares ARMA modeling of linear time-varying systems: Lattice filter structures and fast RLS algorithms. IEEE Trans. Acoust. Speech Signal Process. 35(7): 994-1014 (1987) - [c15]Erlendur Karlsson, Monson H. Hayes:
Performance analysis of new least squares ARMA lattice modeling algorithms. ICASSP 1987: 984-987 - [c14]