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Gaussian Mixture Model Clustering with Incomplete Data

期刊: ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021; 17 (1)

Gaussian mixturemodel (GMM) clustering has been extensively studied due to its effectiveness and efficiency. Though demonstrating promising performanc......

Robust Secret Image Sharing Resistant to Noise in Shares

期刊: ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021; 17 (1)

A secret image is split into n shares in the generation phase of secret image sharing (SIS) for a (k, n) threshold. In the recovery phase, the secret ......

Market2Dish: Health-aware Food Recommendation

期刊: ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021; 17 (1)

With the rising incidence of some diseases, such as obesity and diabetes, the healthy diet is arousing increasing attention. However, most existing fo......

Affinity Derivation for Accurate Instance Segmentation

期刊: ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021; 17 (1)

Affinity, which represents whether two pixels belong to a same instance, is an equivalent representation to the instance segmentation labels. Conventi......

Survey on Deep Multi-modal Data Analytics: Collaboration, Rivalry, and Fusion

期刊: ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021; 17 (1)

With the development of web technology, multi-modal or multi-view data has surged as a major stream for big data, where each modal/view encodes indivi......

A Fast Defogging Image Recognition Algorithm Based on Bilateral Hybrid Filtering

期刊: ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021; 17 (2)

With the rapid advancement of video and image processing technologies in the Internet of Things, it is urgent to address the issues in real-time perfo......

Is the Reign of Interactive Search Eternal? Findings from the Video Browser Showdown 2020

期刊: ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021; 17 (3)

Comprehensive and fair performance evaluation of information retrieval systems represents an essential task for the current information age. Whereas C......

Residual Refinement Network with Attribute Guidance for Precise Saliency Detection

期刊: ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021; 17 (3)

As an important topic in the multimedia and computer vision fields, salient object detection has been researched for years. Recently, state-of-the-art......

Global-Local Enhancement Network for NMF-Aware Sign Language Recognition

期刊: ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021; 17 (3)

Sign language recognition (SLR) is a challenging problem, involving complex manual features (i.e., hand gestures) and fine-grained non-manual features......

Automatic Comic Generation with Stylistic Multi-page Layouts and Emotion-driven Text Balloon Generation

期刊: ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021; 17 (2)

In this article, we propose a fully automatic system for generating comic books from videos without any human intervention. Given an input video along......

Label Consistent Flexible Matrix Factorization Hashing for Efficient Cross-modal Retrieval

期刊: ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021; 17 (3)

Hashing methods have sparked a great revolution on large-scale cross-media search due to its effectiveness and efficiency. Most existing approaches le......

Video Decolorization Based on the CNN and LSTM Neural Network

期刊: ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021; 17 (3)

Video decolorization is the process of transferring three-channel color videos into single-channel grayscale videos, which is essentially the decolori......

Multi-human Parsing with a Graph-based Generative Adversarial Model

期刊: ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021; 17 (1)

Human parsing is an important task in human-centric image understanding in computer vision and multimedia systems. However, most existing works on hum......

DLRF-Net: A Progressive Deep Latent Low-Rank Fusion Network for Hierarchical Subspace Discovery

期刊: ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021; 17 (1)

Low-rank coding-based representation learning is powerful for discovering and recovering the subspace structures in data, which has obtained an impres......

Exploring Image Enhancement for Salient Object Detection in Low Light Images

期刊: ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021; 17 (1)

Low light images captured in a non-uniform illumination environment usually are degraded with the scene depth and the corresponding environment lights......

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