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Computer Science

D-Index
59
Citations
11914
World Ranking
3473
National Ranking
1672

Research.com Recognitions

  • 2014 - Fellow, National Academy of Inventors
  • 2014 - Member of the National Academy of Engineering For development of algorithms for digital image half-toning for imaging and printing.
  • 2013 - IEEE Daniel E. Noble Award for Emerging Technologies “For the development of the Tone Dependent Error Diffusion algorithm used widely in inkjet and laser printers.”
  • 2007 - SPIE Fellow
  • 1991 - IEEE Fellow For contributions to the theory of sampling and reproduction of multidimensional signals.

Overview

Jan P. Allebach is affiliated with Purdue University West Lafayette in the United States. The researcher's work spans multiple fields with a concentration in Computer Science and Engineering, featuring a substantial focus on Computer Vision and Pattern Recognition, Biomedical Engineering, Atomic and Molecular Physics and Optics, Industrial and Manufacturing Engineering, and Media Technology.

The scientist's research topics cover diverse areas including Color Science and Applications, Industrial Vision Systems and Defect Detection, Image Enhancement Techniques, Advanced Vision and Imaging, Advanced Image Processing Techniques, Biosensors and Analytical Detection, and Analytical Chemistry and Sensors.

Jan P. Allebach has contributed to numerous publications, with frequent appearances in the following venues:

  • Electronic Imaging
  • arXiv (Cornell University)
  • 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
  • 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
  • 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

The researcher has co-authored extensively with a group of colleagues, including George T.-C. Chiu, Qian Lin, Xiaoyu Xiang, Ali Shakouri, and Yousun Bang.

Recent publications illustrate a range of interests in computer vision and biosensing applications, featuring the following papers:

  • The Cell Tracking Challenge: 10 years of objective benchmarking (2023, Nature Methods)
  • Microfluidic paper-based aptasensor devices for multiplexed detection of pathogenic bacteria (2022, Biosensors and Bioelectronics)
  • Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis (2022, 2022 IEEE/CVF Winter Conference on Applications of Computer Vision)
  • Steady-State and Transient Performance of Ion-Sensitive Electrodes Suitable for Wearable and Implantable Electro-Chemical Sensing (2021, IEEE Transactions on Biomedical Engineering)
  • One-Stage Object Referring with Gaze Estimation (2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops)

Jan P. Allebach's contributions to the academic and engineering community have been recognized by several awards and honors. These include membership in the National Academy of Engineering in 2014 for development of algorithms for digital image half-toning for imaging and printing, fellowship in the National Academy of Inventors in 2014, the IEEE Daniel E. Noble Award for Emerging Technologies in 2013 for development of the Tone Dependent Error Diffusion algorithm used in inkjet and laser printers, SPIE Fellowship awarded in 2007, and IEEE Fellowship granted in 1991 for contributions to the theory of sampling and reproduction of multidimensional signals.

Best Publications

  • Synthesis of digital holograms by direct binary search

    Michael A. Seldowitz;Jan P. Allebach;Donald W. Sweeney

  • Edge-directed interpolation

    J. Allebach;Ping Wah Wong

  • Adaptive Bilateral Filter for Sharpness Enhancement and Noise Removal

    Buyue Zhang;J.P. Allebach

  • Model-based halftoning using direct binary search

    Mostafa Analoui;Jan P. Allebach

  • The analysis and design of multidimensional FIR perfect reconstruction filter banks for arbitrary sampling lattices

    E. Viscito;J.P. Allebach

  • Optimal image scaling using pixel classification

    C.B. Atkins;C.A. Bouman;J.P. Allebach

  • Iterative reconstruction of bandlimited images from nonuniformly spaced samples

    K. Sauer;J. Allebach

  • Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution

    Xiaoyu Xiang;Yapeng Tian;Yulun Zhang;Yun Fu

  • Impact of HVS models on model-based halftoning

    Sang Ho Kim;J.P. Allebach

  • Printer identification based on graylevel co-occurrence features for security and forensic applications

    Aravind K. Mikkilineni;Pei Ju Chiang;Gazi N. Ali;Geprge T.C. Chiu

  • A comparison of techniques for color gamut mismatch compensation

    R. S. Gentile;E. Walowit;J. P. Allebach

  • A dual interpretation for direct binary search and its implications for tone reproduction and texture quality

    D.J. Lieberman;J.P. Allebach

  • Tone-dependent error diffusion

    Pingshan Li;J.P. Allebach

  • Scanner identification using sensor pattern noise

    Nitin Khanna;Aravind K. Mikkilineni;George T. C. Chiu;Jan P. Allebach

  • Forensic techniques for classifying scanner, computer generated and digital camera images

    N. Khanna;G.T.-C. Chiu;J.P. Allebach;E.J. Delp

  • A survey of forensic characterization methods for physical devices

    Nitin Khanna;Aravind K. Mikkilineni;Anthony F. Martone;Gazi N. Ali

  • Printer and scanner forensics

    Pei-Ju Chiang;N. Khanna;A. Mikkilineni;M.V.O. Segovia

  • Iterative Approaches To Computer-Generated Holography

    Brian K. Jennison;Jan P. Allebach;Donald W. Sweeney

  • Analysis of halftone dot profile and aliasing in the discrete binary representation of images

    J. P. Allebach;B. Liu

  • FM screen design using DBS algorithm

    J. Allebach;Qian Lin

  • Digital color halftoning

    F.A. Baqai;J.-H. Lee;A.U. Agar;J.P. Allebach

Frequent Co-Authors

George T.-C. Chiu
George T.-C. Chiu Purdue University West Lafayette
Edward J. Delp
Edward J. Delp Purdue University West Lafayette
Charles A. Bouman
Charles A. Bouman Purdue University West Lafayette
Lia Stanciu
Lia Stanciu Purdue University West Lafayette
Yuehwern Yih
Yuehwern Yih Purdue University West Lafayette
Thrasyvoulos N. Pappas
Thrasyvoulos N. Pappas Northwestern University
S. V. N. Vishwanathan
S. V. N. Vishwanathan Purdue University West Lafayette
Michael D. Zoltowski
Michael D. Zoltowski Purdue University West Lafayette
Bede Liu
Bede Liu Princeton University
Ali Shakouri
Ali Shakouri Purdue University West Lafayette

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