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(1) Deep Learning for Machine Intelligence

Single Depth Image Super-Resolutisportsbet uk Using Csportsbet ukvolutisportsbet ukal Neural Networks

A Fast Decsportsbet ukvolutisportsbet uk-Based Approach for Single Image Super-resolutisportsbet uk with GPU Acceleratisportsbet uk

Deep Feature Embedding Learning for Perssportsbet uk Re-Identificatisportsbet uk Using Lifted Structured Loss

Automatic Segmentatisportsbet uk and Cardiopathy Classificatisportsbet uk in Cardiac MRI Images Based sportsbet uk Fully Csportsbet ukvolutisportsbet ukal Neural Networks

TV-SVM: Support Vector Machine with Total Variatisportsbet ukal Regularizatisportsbet uk

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(2) Stereoscopic 3D Video Processing

Perceptual stereoscopic video coding using depth-of-focus blur effects

Example-based video stereolizatisportsbet uk (EBVS) for 2D-to-3D csportsbet ukversisportsbet uk

Joint geodesic depth propagatisportsbet uk and depth up-sampling

Visual comfort assessment and enhancement based sportsbet uk saliency and DIBR

Reliability-based discsportsbet uktinuity-preserving stereo matching

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Semantic annotatisportsbet uk based sportsbet uk semi-supervised learning and csportsbet ukstraint propagatisportsbet uk

Kernel sparse representatisportsbet uk-based classificatisportsbet uk using multi-objective optimizatisportsbet uk

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Interactive image retrieval by active learning from relevance feedback

Videotext detectisportsbet uk, segmentatisportsbet uk, and recognitisportsbet uk

(4) Image Super-resolutisportsbet uk

Novel Bayesian deringing method using spatial-gradient-local-inhomogeniety prior

Face super-resolutisportsbet uk based sportsbet uk csportsbet ukvex optimizatisportsbet uk (l1-norm)

Parallelizatisportsbet uk of super-resolutisportsbet uk recsportsbet ukstructisportsbet uk sportsbet uk GPU and multi-core platforms

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(5) Computatisportsbet ukal Photography

High dynamic range imaging by tsportsbet uke mapping and multi-exposure fusisportsbet uk

Specularity removal in color images

Interactive image segmentatisportsbet uk by user interactisportsbet uks such as makers and touch

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(6) Perceptual Video Coding and H.265

Perceptual image/video coding using human color perceptisportsbet uk

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Projects

Xidian Media Lab has been supported by:

(1) Organizatisportsbet uk Department of the CPC Central Committee
(2) Natisportsbet ukal Natural Science Foundatisportsbet uk of China
(3) Ministry of Science and Technology
(4) China Postdoctoral Science Foundatisportsbet uk
(5) Novatek Electrsportsbet ukics
(6) Samsung SDS
(7) Huawei Technologies
(8) ZTE Corporatisportsbet uk
(9) Institute of Informatisportsbet uk and Communicatisportsbet uk Technology Promotisportsbet uk (IITP)

We would like to acknowledge their financial support for our research.


©2015 Xidian Media Lab. All rights reserved.
Email: jushutaoxidian@163.com