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- research-articleOctober 2017
Laplacian-Steered Neural Style Transfer
MM '17: Proceedings of the 25th ACM international conference on MultimediaPages 1716–1724https://doi.org/10.1145/3123266.3123425Neural Style Transfer based on Convolutional Neural Networks (CNN) aims to synthesize a new image that retains the high-level structure of a content image, rendered in the low-level texture of a style image. This is achieved by constraining the new ...
- research-articleOctober 2017
Beyond Human-level License Plate Super-resolution with Progressive Vehicle Search and Domain Priori GAN
MM '17: Proceedings of the 25th ACM international conference on MultimediaPages 1618–1626https://doi.org/10.1145/3123266.3123422In this paper, we address the challenging problem of vehicle license plate image super-resolution. Different from existing image super-resolution approaches only resorted to one single image, we propose to leverage complementary information from multiple ...
- research-articleOctober 2017
Mr.MAPP: Mixed Reality for MAnaging Phantom Pain
MM '17: Proceedings of the 25th ACM international conference on MultimediaPages 1558–1566https://doi.org/10.1145/3123266.3123419Phantom Limb Pain or simply, Phantom Pain is a severe chronic pain that is experienced as a vivid sensation of the pain in missing body part. Epidemiological studies obtained from a large samples indicate that the short-term incidence rate of the ...
- research-articleOctober 2017
Learning Object-Centric Transformation for Video Prediction
MM '17: Proceedings of the 25th ACM international conference on MultimediaPages 1503–1512https://doi.org/10.1145/3123266.3123349Future frame prediction for video sequences is a challenging task and worth exploring problem in computer vision. Existing methods often learn motion information for the entire image to predict next frames. However, different objects in the same scene ...
- research-articleOctober 2017
Real-Time False-Contours Removal for Inverse Tone Mapped HDR Content
MM '17: Proceedings of the 25th ACM international conference on MultimediaPages 1472–1479https://doi.org/10.1145/3123266.3123400High Dynamic Ranges (HDR) displays can show images with higher color contrast levels and peak luminosities than the commonly used Low Dynamic Range (LDR) displays. Although HDR displays are still expensive, they are reaching the consumer market in the ...
- research-articleOctober 2017
Semi-Dense Depth Interpolation using Deep Convolutional Neural Networks
MM '17: Proceedings of the 25th ACM international conference on MultimediaPages 1407–1415https://doi.org/10.1145/3123266.3123360With advances of recent technologies, augmented reality systems and autonomous vehicles gained a lot of interest from academics and industry. Both these areas rely on scene geometry understanding, which usually requires depth map estimation. However, in ...
- research-articleOctober 2017
Automatic Adjustment of Stereoscopic Content for Long-Range Projections in Outdoor Areas
MM '17: Proceedings of the 25th ACM international conference on MultimediaPages 100–108https://doi.org/10.1145/3123266.3123269Projecting stereoscopic content onto large general outdoor surfaces, say building facades, presents many challenges to be overcome, particularly when using red-cyan anaglyph stereo representation, so that as accurate as possible colour and depth ...