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Section: Publications & Resources
The IEEE SPS congratulates the following SPS members who will receive the Society’s prestigious awards during ICASSP 2020 in Barcelona, Spain.
Section: Publications & Resources
IEEE has announced the recipients of the 2020 IEEE medals. IEEE medals are the highest honor of awards presented by IEEE. The medals will be presented at the 2020 IEEE Honors Ceremony. Three Signal Processing Society members have been awarded with IEEE medals for 2020
Section: Publications & Resources
The positions we take in our sleep could reveal important factors related to our physical/mental well-being as well as affect the symptoms of conditions such as sleep apnea, bedsores, or even carpal tunnel syndrome. Moreover, patients are usually required to maintain specific poses after certain surgeries to get a better recovery result and during pregnancy, pregnant women are recommended to avoid certain sleeping postures that could cause harm to the fetus.
Section: Publications & Resources
With the great endeavor of computer vision community, 2D human pose estimation has achieved considerable success in recent years, from the introduction of single-person pose estimation models such as the convolutional pose machine and stacked hourglass models to multi-person pose estimation networks such as OpenPose.
Section: Publications & Resources
Contactless fingerprint recognition is highly promising and an essential component in the automatic fingerprint identification system. However, due to the inherent characteristic of perspective distortions of contactless fingerprints, achieving a highly accurate contactless fingerprint recognition system is very challenging.
Section: Publications & Resources
Publication: IEEE Transactions on Image Processing
The prevailing characteristics of micro-videos result in the less descriptive power of each modality. The micro-video representations, several pioneer efforts proposed, are limited in implicitly exploring the consistency between different modality information but ignore the complementarity.
Section: Publications & Resources
Publication: IEEE Transactions on Image Processing
The prevailing characteristics of micro-videos result in the less descriptive power of each modality. The micro-video representations, several pioneer efforts proposed, are limited in implicitly exploring the consistency between different modality information but ignore the complementarity.
Section: Publications & Resources
Publication: IEEE Transactions on Image Processing
Collective activity recognition, which tells what activity a group of people is performing, is a cutting-edge research topic in computer vision. Different from action performed by individuals, collective activity needs to consider the complex interactions among different people. However, most previous works require exhaustive annotations such as accurate label information of individual actions, pairwise interactions, and poses, which could not be easily available in practice.
Section: Publications & Resources
Publication: IEEE Transactions on Multimedia
In this paper, a Hessian matrix based multi-focus image fusion method is proposed. First, the integral map is introduced for fast compute the Hessian matrix of source images at different scales, and the multi-scale Hessian matrix of source image is obtained. Second, the multi-scale Hessian matrix is used to decompose each source image into two kinds of regions: the feature and background regions.
Section: Publications & Resources
Publication: IEEE Transactions on Multimedia
We propose an approach for digitally altering people's outfits in images. Given images of a person and a desired clothing style, our method generates a new clothing item image. The new item displays the color and pattern of the desired style while geometrically mimicking the person's original item. Through superimposition, the altered image is made to look as if the person is wearing the new item.
