SIMPLIcity / ALIP: Content Based Image Retrieval / Search (1995-2002, WIPE, Virtual Microscope, Automatic Linguistic Indexing of Pictures)
The ALIP system selects among 600 trained concepts to annotate
images automatically. We show annotation results here.
The research has been started when J. Wang and J. Li were with
Stanford and is continued at Penn State.
An on-line real-time image annotation
demonstration is expected to be developed and made
available in the future. At that time, you will be able to submit your
own images for automatic annotation. For now,
we provide some automatic annotation examples.
For more technical information, please refer to our publications:
- Jia Li, James Z. Wang, ``Automatic linguistic indexing of pictures
by a statistical modeling approach,''
IEEE Trans. on Pattern Analysis and Machine Intelligence,
vol. 25, no. 9, pp. 947-963, 2003.
(Download)
- James Z. Wang, Jia Li,
``Learning-based linguistic indexing of pictures with 2-D MHMMs,''
Proc. ACM Multimedia,
pp. 436-445, Juan Les Pins, France, ACM, December 2002.
(Download)
- Jia Li, Robert M. Gray, Richard A. Olshen, ``Multiresolution image
classification by hierarchical modeling with two dimensional hidden
Markov models,'' IEEE Transactions on Information Theory,
46(5):1826-41, August 2000.
(Download)
Images on this web site are for viewing ONLY. The copyrights belong
to the original publishers. Please do NOT download from our site
without our permission. We will terminate your access if such event
is detected. If you would like to compare results, please contact
James Wang via email to arrange.
<- Click
random to see more
examples randomly selected from 60,000
images.
Below are some random results. Click to view more. You may want to enlarge your browser window.
Click to View More
Honesty is the habitual absence of the intent to deceive. -- anonymous
2001-2003, Jia Li and James Z. Wang