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Image Quality Assessment Using Kernel Sparse Coding

期刊: IEEE TRANSACTIONS ON MULTIMEDIA, 2021; 23 ()

One key in image quality assessment (IQA) is the design of image representations that can capture the changes of image structures caused by distortion......

Hybrid-Attention Enhanced Two-Stream Fusion Network for Video Venue Prediction

期刊: IEEE TRANSACTIONS ON MULTIMEDIA, 2021; 23 ()

Video venue category prediction has been drawing more attention in the multimedia community for various applications such as personalized location rec......

Staged Sketch-to-Image Synthesis via Semi-supervised Generative Adversarial Networks

期刊: IEEE TRANSACTIONS ON MULTIMEDIA, 2021; 23 ()

Sketch-based image synthesis is a challenging problem in computer graphics and vision. Existing approaches either require exact edge maps or rely on t......

Factorized Tensor Dictionary Learning for Visual Tensor Data Completion

期刊: IEEE TRANSACTIONS ON MULTIMEDIA, 2021; 23 ()

This paper aims at developing a dictionary-learning-based method for completing the visual tensor data with missing elements. Traditional dictionary l......

Learning Deep Multi-Level Similarity for Thermal Infrared Object Tracking

期刊: IEEE TRANSACTIONS ON MULTIMEDIA, 2021; 23 ()

Existing deep Thermal InfraRed (TIR) trackers only use semantic features to represent the TIR object, which lack the sufficient discriminative capacit......

DLGAN: Depth-Preserving Latent Generative Adversarial Network for 3D Reconstruction

期刊: IEEE TRANSACTIONS ON MULTIMEDIA, 2021; 23 ()

Although deep networks based methods outperform traditional 3D reconstruction methods which require multiocular images or class labels to recover the ......

Group Re-Identification With Group Context Graph Neural Networks

期刊: IEEE TRANSACTIONS ON MULTIMEDIA, 2021; 23 ()

Group re-identification aims to match groups of people across disjoint cameras. In this task, the contextual information from neighbor individuals can......

Building High-Fidelity Human Body Models From User-Generated Data

期刊: IEEE TRANSACTIONS ON MULTIMEDIA, 2021; 23 ()

We propose a key point-based approach, refers to as KPhub-PC, to estimate high-fidelity human body models from low-quality point clouds acquired with ......

Object Cosegmentation in Noisy Videos With Multilevel Hypergraph

期刊: IEEE TRANSACTIONS ON MULTIMEDIA, 2021; 23 ()

With the target of simultaneously segmenting semantically related videos to identify the common objects, video object cosegmentation has attracted the......

cmSalGAN: RGB-D Salient Object Detection With Cross-View Generative Adversarial Networks

期刊: IEEE TRANSACTIONS ON MULTIMEDIA, 2021; 23 ()

Image salient object detection (SOD) is an active research topic in computer vision and multimedia area. Fusing complementary information of RGB and d......

VehicleNet: Learning Robust Visual Representation for Vehicle Re-Identification

期刊: IEEE TRANSACTIONS ON MULTIMEDIA, 2021; 23 ()

One fundamental challenge of vehicle re-identification (re-id) is to learn robust and discriminative visual representation, given the significant intr......

GAC-GAN: A General Method for Appearance-Controllable Human Video Motion Transfer

期刊: IEEE TRANSACTIONS ON MULTIMEDIA, 2021; 23 ()

Human video motion transfer has a wide range of applications in multimedia, computer vision, and graphics. Recently, due to the rapid development of G......

R-Net: A Relationship Network for Efficient and Accurate Scene Text Detection

期刊: IEEE TRANSACTIONS ON MULTIMEDIA, 2021; 23 ()

This paper introduces a novel bi-directional con-volutional framework to cope with the large-variance scale problem in scene text detection. Due to th......

3D Skeletal Gesture Recognition via Discriminative Coding on Time-Warping Invariant Riemannian Trajectories

期刊: IEEE TRANSACTIONS ON MULTIMEDIA, 2021; 23 ()

Learning 3D skeleton-based representation for gesture recognition has progressively stood out because of its invariance to the viewpoint and backgroun......

An Accurate, Robust Visual Odometry and Detail-Preserving Reconstruction System

期刊: IEEE TRANSACTIONS ON MULTIMEDIA, 2021; 23 ()

Tracking and mapping functions in a monocular SLAM system remain active due to their challenging nature. In this paper, we propose a novel approach to......

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