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Bernice E. Rogowitz
Ph.D., Columbia University, Human Vision and Perception

Visual Perspectives Consulting:
for insight in visual analysis, visualization, color, perception and haptics                   


123 Pinesbridge Road, Ossining, NY, 10562
(914) 762-1231 

bernice.e.rogowitz@gmail.com
http://www.linkedin.com/in/bernicerogowitz
  

curriculum vitae


SPIE/IS&T CONFERENCE ON HUMAN VISION AND ELECTRONIC IMAGING-- The International Conference on Perception, Cognition and Electronic Media

I founded HVEI in order to build a multidisciplinary community of scientists and technologists working at the intersection between perception, cognition, and emerging electronic technologies.  Working with my co-chairs, Jan Allebach, Thrasos Pappas, Scott Daly and Huib de Ridder, the topics have evolved over the years, including early-vision models for digital coding, image quality, attention, visualization, multi-sensory interfaces, brain imaging, art and design.  Join us at  http://hvei.eecs.northwestern.edu/



RESEARCH TOPICS


Color in Visualization and UI Design-- why perception matters

The same data with two different color maps.  The rainbow colormap (left) obfuscates the features in this visualization of Florida; the perceptual colormap (right) provides a more faithful representation of the data.  Rogowitz and Treinsh, 1998.




Interactive Visualization - the Visualization and Visual Analysis  (ViVA) Workbench
At IBM Research, my group developed an interactive visualization and analysis package, which we licensed to SPSS and used in IBM offerings, such as FAMS.  ViVA offers over 20 linked visualizations, with color brushing, plus a library of over 250 mathematical functions.  Download it free from Source Forge!






Finding Patterns across Multiple Data Types


Working with Johns Hopkins University, we developed a method for linking a 3-D model of the heart with 2-D visualizations of parameters of an underlying finite element model.  A 3-d model of a heart is shown in the top left panel.  For every point in the heart, there are values of a finite element model, which are visualized in the scatterplot and histogram.  In this example, the analyst has marked two regions in the histogram, corresponding to two different ranges of the variable 'Calcium in the Subspace of the Heart Organelle' and can immediately see which areas of the 3-D heart have these values. Gresh, Rogowitz, Winslow, Scollan, Yung, 2001.  





Image Semantics and Search

Video Micro-Tags

Surveillance


RECENT PUBLICATIONS

Rogowitz, B.E. and Goodman, A., “Integrating human- and computer-based approaches for feature extraction and analysis,” Proceedings of the SPIE, Vol. 8291, SPIE/IS&T Conference on Human Vision and Electronic Imaging XVII (2012), 82910W.  

Rogowitz, B.E.and Matasci, N., ""Metadata mapper: a user interfaces web service for mapping data between independent visual analysis components, guided by perceptual rules,"  Proc. of the SPIE, Vol. 7865 (2011) 

Rogowitz, B.E., Pappas, T, and Allebach, J.  "Human Vision and Elecronic Imaging,"  chapter in Handbook of Optics, edited by Bass, M., Enoch, J, and Lakshminarayanan, V.  Volume III: Vision and Optics, McGraw Hill, 2010  


Citation for SPIE Fellow, January 20, 2009:

"Dr. Rogowitz's Fellow promotion is for specific achievements in human vision applications in electronic imaging.  She has been a leader in research in perceptual areas relevant to imaging and visualization systems, in developing interactive software systems based on her deep understanding of these issues, and building a community linking the engineering and human vision communities."  Click here for full citation

Bernice @ Glance

Areas of Research with references and screen shots 

Selected Publications

Patents 

SPIE/IS&T Conference on Human Vision and Electronic Imaging (1989-present)


Some additional links:





WHAT'S NEW?

   (March 9, 20112)

Here's a link to the paper Alyssa Goodman and I wrote on  integrating human- and computer-based approaches  for extracting features in visualization, graphics and imaging data.  The next step will be to strengthen this framework by exercising it with scenarios from a number of different fields. 

   (January 27, 2012)

The Human Vision and Electronic Imaging Conference, January 23- 26, 2012 was very exciting.   Our keynote speakers were Marc Levoy (Stanford) on computational photography, John McCann (McCann Imaging) on color constancy and high dynamic range imaging and Larry Maloney (NYU) on the perception of materials.  Carol O'Sullivan (Trinity College) gave the banquet talk on human motion perception and computer animation, and we enjoyed Art and Perception day, which culminated in a visit to the San Francisco Museum of Modern Art.   There were special session on perceptual and cognitive approaches to computational photography, perceiving materials, medical imaging, stereo imaging, image quality, and brain plasticity.  I presented a paper with Alyssa Goodman (Harvard) on a framework for integrating human- and machine-based approaches in exploratory image and data analysis, and taught a short course on Perception and Cognition for Emerging Imaging Technologies. 

   (January 6, 2012)

Our Radcliffe workshop proposal has been accepted!  With Alyssa Goodman and Hanspeter Pfister, I'll be organizing a workshop on integrating human- and algorithmic approaches to carving out and characterizing features in complex data.  

   (October 9, 2011)

Just out! - the advance program for the Human Vision and Electronic Imaging Conference, January 23- 26, 2012.  This year there are special sessions on perceptual and cognitive issues in Representing Materials, Computational Photography, Medical Imaging, Art, Stereo Imaging, and Image Quality, plus, tutorials on January 22nd.

   (August 15, 2011)

The IEEE Visualization conference is coming up.   Here's the outline for the tutorial I'll be presenting on Perception and Cognition for Visualization, Visual Data Analysis and Computer Graphics.   I'll be posting the charts in October.   

   (April 26, 2011)

The 2012 Conference on Human Vision and Electronic Imaging call for papers is now available.  The conference will be held at the San Francisco Hyatt airport hotel, January 22-26.  This year, we are planning special sessions on 1) perceiving material properties, 2) attention and visual search, 3) artistic rendering, 4) semiotics of perception, 5) object recognition, 6) computational photography, 7) auditory/visual integration, and 8) perceptual image quality.  Hope you can join us for another year of multidisciplinary exploration at the frontier of human perception and electronic media. 

   (March 15, 2011)

Although scientific software often provides complementary functions, it is difficult to create an application that supports interactive exploration across applications.  To address this problem, Naim Matasci and I have just published a paper on an architecture for sharing data between components, which we call  the Metadata mapper.  In this system, the user can identify metadata in one component (e.g., a region of interest) and corresponding regions can be highlighted in another.  Rules guide the data mapping, and the choices the user makes are constrained by the capabilities of the target component and guidance on human perception and cognition.  For example, the analyst may select a geographic region, in one application, and have all the species living in that region highlighted on a phylogenetic tree.  If the tree component can support the representation of continuous variables, then the user may select a color map to represent the number of represented species in a particular branch (clade) of the tree.  Which colormap are offered to the analyst depend on the data type and principles of magnitude and color perception.  Although this work was done in the context of bioinformatics data analysis, the principles are generalizable to any component architecture.

   (February 10, 2011)

The 2011 Conference on Human Vision and Electronic Imaging was fabulous.  I especially enjoyed the keynotes: Georges Grinstein on visualization and visual analysis opportunities, Anton Koning on 3-D medical environments, Jan Koenderink on the visual "priors" we bring to any visual experience, and Nao Tsuchiya on new research in attention and consciousness.  We'll be posting their presentations on the HVEI website.  I really enjoyed our special sessions Attention, and Perceptual challenges for bioinformatics data visualization and the joint sessions on Stereo and Image Quality brought several communities together.  I'll be posting the charts from my short course soon.  And, thanks again to iPlant and RIT for sponsoring social events for us.  

   (December 9, 2010)

I participated in the National Academies Keck Futures Initiative (NAKFI) Future of Imaging Conference in Irvine, sponsored by the National Academies of Science, Engineering and Medicine, November 16-19.  This was a fabulous multi-disciplinary conference, focused on defining research challenges in this emerging area.  The main activities were poster presentations and workshops.  I presented a poster called "Perception, Cognition and Semantics in Imaging".  My workshop team developed a framework for integrating human and machine intelligence for representing and comparing features in visual representations, combining approaches from human vision and cognition, machine vision, computer vision, and artificial intelligence.   More details can be shared after the report is filed!

   (October 23, 2010) 

IEEE Visualization Conference  October 21-28, 2010.  I served on the Theory of Visualization Panel, where my contribution focused perceptual guidance for mapping data onto visual representations and interactive tools for finding features in the data.  Georges Grinstein and I hosted the VisLies session on Tuesday night, a riotous exploration of the ways in which data can be misrepresented, contorted, or tortured through visualization.

   (September 24, 2010)  

Here is the  Advance Program for the SPIE/IS&T  Conference on Human Vision and Electronic Imaging (HVEI), which I chair with Thrasos Pappas.  HVEI will be held at the San Francisco Airport Hyatt, January 24-27, 2011.  Some highlights of this year's program include:

  • Special Sessions on:  Perceptual and Cognitive Issues in Visualizing Bioinformatics data and Attention and Visual Search
  • Joint Sessions with other Conferences on:  Stereo and Attention and Image Quality.
  • Keynote speakers:  Georges Grinstein, Jan Koenderink, Anton Koning, and Kristof Koch. 
  • Banquet Speaker:  Mark Changizi.

   (July 28, 2010)

The ViVA visualization and visual analysis software package that my group developed at IBM Research is now available for download on Source Forge:  https://sourceforge.net/projects/iplant-viva/

   (January, 2010) 

I'm working for the University of Texas, Austin's Center for Advanced Computing (TACC) on an NSF grant called iPlant.  My contribution is at the interface between plant and computer science, providing discovery tools and methods that will enable new scientific insights.  I'm participating in two working groups, one on Visualization and Visual Analysis for genome to phenome (G2P) data analysis and one on visualizing a 500,000 species tree of life.  I'm eager to hear about relevant work you are doing in these areas.   

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Bernice Rogowitz,
Aug 16, 2011 9:25 AM
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Bernice Rogowitz,
Apr 24, 2011 3:50 PM