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Multimedia Systems

Ausgabe 3/2023

Inhalt (60 Artikel)

Regular Paper

A multi-level feature weight fusion model for salient object detection

Zhang Shanqing, Chen Yujie, Meng Yiheng, Lu Jianfeng, Li Li, Bai Rui

Regular Paper

Use of deep learning in soccer videos analysis: survey

Sara Akan, Songül Varlı

Regular Paper

2C-Net: integrate image compression and classification via deep neural network

Linfeng Liu, Tong Chen, Haojie Liu, Shiliang Pu, Li Wang, Qiu Shen

Regular Paper

PAST-net: a swin transformer and path aggregation model for anthracnose instance segmentation

Yanxue Wang, Shansong Wang, Weijian Ni, Qingtian Zeng

Regular Paper

Image-text matching using multi-subspace joint representation

Hao Sun, Xiaolin Qin, Xiaojing Liu

Regular Paper

A multi-level approach with visual information for encrypted H.265/HEVC videos

Wenying Wen, Rongxin Tu, Yushu Zhang, Yuming Fang, Yong Yang

Regular Paper

A coincidental correctness test case identification framework with fuzzy C-means clustering

Heling Cao, Lei Li, Yonghe Chu, Miaolei Deng, Panpan Wang, Chenyang Zhao

Regular Paper

Model-based person identification in multi-gait scenario using hybrid classifier

Jasvinder Pal Singh, Uday Pratap Singh, Sanjeev Jain

Regular Paper

Deblurring transformer tracking with conditional cross-attention

Fuming Sun, Tingting Zhao, Bing Zhu, Xu Jia, Fasheng Wang

Regular Paper

BCMask: a finer leaf instance segmentation with bilayer convolution mask

Xingjian Gu, Yongjie Zhu, Shougang Ren, Xiangbo Shu

Regular Paper

A low-overhead compressed sensing-driven multi-party secret image sharing scheme

Dong Xie, Bin Wu, Fulong Chen, Taochun Wang, Zebang Hu, Yibo Zhang

Regular Paper

Adaptive Kalman Filter with power transformation for online multi-object tracking

Youyu Liu, Yi Li, Dezhang Xu, Qingyan Yang, Wanbao Tao

Regular Paper

Auto ROI & mask R-CNN model for QR code beautification (ARM-QR)

Min-Jen Tsai, Hung-Yu Wu, Di-Ting Lin

Regular Paper

Edge preserved universal pooling: novel strategies for pooling in convolutional neural networks

Adithya Sineesh, Mahesh Raveendranatha Panicker

Regular Paper

Style transfer network for complex multi-stroke text

Fangmei Chen, Yuying Wang, Sheng Xu, Fasheng Wang, Fuming Sun, Xu Jia

Regular Paper

Structural feature representation and fusion of human spatial cooperative motion for action recognition

Xin Chao, Zhenjie Hou, Yujian Mo, Haiyong Shi, Wenjing Yao

Regular Paper

GH-DDM: the generalized hybrid denoising diffusion model for medical image generation

Sicheng Zhang, Jin Liu, Bo Hu, Zhendong Mao

Regular Paper

A gated multi-hierarchical feature fusion network for recognizing steel plate surface defects

Huanjie Tao, Minghao Lu, Zhenwu Hu, Jianfeng An

Regular Paper

An efficient multi-path structure with staged connection and multi-scale mechanism for text-to-image synthesis

Jiajun Ding, Beili Liu, Jun Yu, Huanlei Guo, Ming Shen, Kenong Shen

Regular Paper

From macro to micro: rethinking multi-scale pedestrian detection

Yuzhe He, Ning He, Haigang Yu, Ren Zhang, Kang Yan

Regular Paper

Illu-NASNet: unsupervised illumination estimation based on dense spatio-temporal smoothness

ZhenFeng Zhang, ChuHua Huang, RenJing Huang, YaNan Li, YiFan Chen

Regular Paper

CSLSEP: an ensemble pruning algorithm based on clustering soft label and sorting for facial expression recognition

Shisong Huang, Danyang Li, Zhuhong Zhang, Yating Wu, Yumei Tang, Xing Chen, Yiqing Wu

Regular Paper

Structural local sparse and low-rank tracker using deep features

Pengqing Li, Hongjuan Zhang, Yansong Chen

Regular Paper

Resizing codebook of vector quantization without retraining

Lei Li, Tingting Liu, Chengyu Wang, Minghui Qiu, Cen Chen, Ming Gao, Aoying Zhou

Regular Paper

Biosignal based emotion-oriented video summarization

Seyma Derdiyok, Fatma Patlar Akbulut

Regular Paper

Single-image clothed 3D human reconstruction guided by a well-aligned parametric body model

Leyuan Liu, Yunqi Gao, Jianchi Sun, Jingying Chen

Regular Paper

RES-CapsNet: an improved capsule network for micro-expression recognition

Xin Shu, Jia Li, Liang Shi, Shucheng Huang

Editorial

Role of deep learning models and analytics in industrial multimedia environment

Nawab Muhammad Faseeh Qureshi, Varun G. Menon, Ali Kashif Bashir, Shahid Mumtaz, Irfan Mehmood

Special Issue Paper

A reference-based model using deep learning for image captioning

Tiago do Carmo Nogueira, Cássio Dener Noronha Vinhal, Gélson da Cruz Júnior, Matheus Rudolfo Diedrich Ullmann, Thyago Carvalho Marques

Special Issue Paper

A CNN-based scheme for COVID-19 detection with emergency services provisions using an optimal path planning

Ahmed Barnawi, Prateek Chhikara, Rajkumar Tekchandani, Neeraj Kumar, Mehrez Boulares

Special Issue Paper

A computer-aided speech analytics approach for pronunciation feedback using deep feature clustering

Faria Nazir, Muhammad Nadeem Majeed, Mustansar Ali Ghazanfar, Muazzam Maqsood

Special Issue Paper

Adaptively feature matching via joint transformational-spatial clustering

Linbo Wang, Li Tan, Xianyong Fang, Yanwen Guo, Shaohua Wan

Special Issue Paper

Medical image-based detection of COVID-19 using Deep Convolution Neural Networks

Loveleen Gaur, Ujwal Bhatia, N. Z. Jhanjhi, Ghulam Muhammad, Mehedi Masud

Special Issue Paper

3D shallow deep neural network for fast and precise segmentation of left atrium

Asma Kausar, Imran Razzak, Mohammad Ibrahim Shapiai, Amin Beheshti

Open Access Special Issue Paper

A graph-based CNN-LSTM stock price prediction algorithm with leading indicators

Jimmy Ming-Tai Wu, Zhongcui Li, Norbert Herencsar, Bay Vo, Jerry Chun-Wei Lin

Special Issue Paper

Pose-guided feature region-based fusion network for occluded person re-identification

Gengsheng Xie, Xianbin Wen, Liming Yuan, Jianchen Wang, Changlun Guo, Yansong Jia, Minghao Li

Special Issue Paper

MADP-IIME: malware attack detection protocol in IoT-enabled industrial multimedia environment using machine learning approach

Sumit Pundir, Mohammad S. Obaidat, Mohammad Wazid, Ashok Kumar Das, Devesh Pratap Singh, Joel J. P. C. Rodrigues

Special Issue Paper

Application of machine learning in ocean data

Ranran Lou, Zhihan Lv, Shuping Dang, Tianyun Su, Xinfang Li

Special Issue Paper

A novel category detection of social media reviews in the restaurant industry

Mohib Ullah Khan, Abdul Rehman Javed, Mansoor Ihsan, Usman Tariq

Special Issue Paper

Cyberbullying detection solutions based on deep learning architectures

Celestine Iwendi, Gautam Srivastava, Suleman Khan, Praveen Kumar Reddy Maddikunta

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