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1-10 of 21 Reviews about "
Image Representation (I.4.10)
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Date Reviewed
Understanding image representations by measuring their equivariance and equivalence
Lenc K., Vedaldi A. International Journal of Computer Vision 127(5): 456-476, 2019. Type: Article
As the number of artificial intelligence (AI)-based systems that support key aspects of our life, including health and security, increases exponentially, the demand for explainable AI has reached a peak in recent years. In the field of...
Jun 17 2019
A discriminatively learned CNN embedding for person reidentification
Zheng Z., Zheng L., Yang Y. ACM Transactions on Multimedia Computing, Communications, and Applications 14(1): 1-20, 2017. Type: Article
For knowing whether the same person appears in two images (reidentification), one can either use identification models (that is, classifying the person to its identity) or verification models (that is, classifying whether both the imag...
May 4 2018
A new image retrieval model based on monogenic signal representation
Zeng Z., Song L., Zheng Q., Chi Y. Journal of Visual Communication and Image Representation 33(C): 85-93, 2015. Type: Article
The directional monogenic binary pattern (DMBP), a new texture descriptor to improve the description of the structure and orientation of the texture in an image, which in turn will improve image retrieval results, is proposed in this p...
Apr 12 2016
Center symmetric local binary co-occurrence pattern for texture, face and bio-medical image retrieval
Verma M., Raman B. Journal of Visual Communication and Image Representation 32(C): 224-236, 2015. Type: Article
Content-based image retrieval (CBIR) is vital for organizing and querying large image sets in useful ways. The general approach is to provide an image, or an image description, and find images that “look like this one....
Dec 15 2015
Exploring image binarization techniques
Chaki N., Shaikh S., Saeed K., Springer Publishing Company, Incorporated, New York, NY, 2014. 82 pp. Type: Book (978-8-132219-06-4)
An important aspect of making the workplace efficient is accessing information contained within prior documents in an accurate manner. Typically, these documents have been stored over a number of years but are no longer available in an...
Mar 4 2015
Fast communication: face-image retrieval based on singular values and potential-field representation
Jian M., Lam K. Signal Processing 1009-15, 2014. Type: Article
The importance of face-image retrieval cannot be overemphasized. This paper presents a method for retrieving face images from a database. The method is based on singular value decomposition (SVD) and potential-field representation....
Oct 20 2014
Learning group-based dictionaries for discriminative image representation
Lei H., Mei K., Zheng N., Dong P., Zhou N., Fan J. Pattern Recognition 47(2): 899-913, 2014. Type: Article
Being able to correctly find and identify images based on either visual or language cues is an activity easily performed by humans. Unsupervised computing environments have yet to reach the same level of accuracy, as is evident from th...
May 27 2014
Human skeleton tracking from depth data using geodesic distances and optical flow
Schwarz L., Mkhitaryan A., Mateus D., Navab N. Image and Vision Computing 30(3): 217-226, 2012. Type: Article
Tracking the full body of a human from intensity images is a challenging task because appearance-based features vary widely with illumination and changes of pose. To overcome this problem, the authors of this paper propose a graph-base...
Aug 26 2013
An interactive 3D medical visualization system based on a light field display
Agus M., Bettio F., Giachetti A., Gobbetti E., Iglesias Guitián J., Marton F., Nilsson J., Pintore G. The Visual Computer 25(9): 883-893, 2009. Type: Article
Agus et al. present a light-field-display-based three-dimensional (3D) medical visualization prototype that uses volumetric rendering to enhance depth and shape perception....
Feb 17 2010
An efficient algorithm for superresolution in medium field imaging
Yau A., Bose N., Ng M. Multidimensional Systems and Signal Processing 18(2-3): 173-188, 2007. Type: Article
In a previous work, the authors presented a method to correct the image blurring that occurs prior to the geometric transformation of video images. As the authors indicate, this happens when the dominating blur is either atmospheric tu...
Feb 29 2008
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