Issue 3/2023
Content (60 Articles)
A multi-level feature weight fusion model for salient object detection
Zhang Shanqing, Chen Yujie, Meng Yiheng, Lu Jianfeng, Li Li, Bai Rui
Recent advancements of deep learning in detecting breast cancer: a survey
Anjali Gautam
2C-Net: integrate image compression and classification via deep neural network
Linfeng Liu, Tong Chen, Haojie Liu, Shiliang Pu, Li Wang, Qiu Shen
Short video fingerprint extraction: from audio–visual fingerprint fusion to multi-index hashing
Shuying Zhang, Jing Zhang, Yizhou Wang, Li Zhuo
SEViT: a large-scale and fine-grained plant disease classification model based on transformer and attention convolution
Qingtian Zeng, Liangwei Niu, Shansong Wang, Weijian Ni
PAST-net: a swin transformer and path aggregation model for anthracnose instance segmentation
Yanxue Wang, Shansong Wang, Weijian Ni, Qingtian Zeng
Edge-preserving image denoising using noise-enhanced patch-based non-local means
Deepak Dhillon, Rajlaxmi Chouhan
Layer-wise enhanced transformer with multi-modal fusion for image caption
Jingdan Li, Yi Wang, Dexin Zhao
Image-text matching using multi-subspace joint representation
Hao Sun, Xiaolin Qin, Xiaojing Liu
A multi-level approach with visual information for encrypted H.265/HEVC videos
Wenying Wen, Rongxin Tu, Yushu Zhang, Yuming Fang, Yong Yang
A coincidental correctness test case identification framework with fuzzy C-means clustering
Heling Cao, Lei Li, Yonghe Chu, Miaolei Deng, Panpan Wang, Chenyang Zhao
Model-based person identification in multi-gait scenario using hybrid classifier
Jasvinder Pal Singh, Uday Pratap Singh, Sanjeev Jain
An improved contrast enhancement for dark images with non-uniform illumination based on edge preservation
Thae Song Kim, Su Hyon Kim
Deblurring transformer tracking with conditional cross-attention
Fuming Sun, Tingting Zhao, Bing Zhu, Xu Jia, Fasheng Wang
BCMask: a finer leaf instance segmentation with bilayer convolution mask
Xingjian Gu, Yongjie Zhu, Shougang Ren, Xiangbo Shu
Microblog sentiment analysis via user representative relationship under multi-interaction hybrid neural networks
Chenquan Gan, Xiaopeng Cao, Qingyi Zhu
A two-stage forgery detection and localization framework based on feature classification and similarity metric
Neetu Singla, Sushama Nagpal, Jyotsna Singh
A low-overhead compressed sensing-driven multi-party secret image sharing scheme
Dong Xie, Bin Wu, Fulong Chen, Taochun Wang, Zebang Hu, Yibo Zhang
A literature survey on multimodal and multilingual automatic hate speech identification
Anusha Chhabra, Dinesh Kumar Vishwakarma
Adaptive Kalman Filter with power transformation for online multi-object tracking
Youyu Liu, Yi Li, Dezhang Xu, Qingyan Yang, Wanbao Tao
Auto ROI & mask R-CNN model for QR code beautification (ARM-QR)
Min-Jen Tsai, Hung-Yu Wu, Di-Ting Lin
Edge preserved universal pooling: novel strategies for pooling in convolutional neural networks
Adithya Sineesh, Mahesh Raveendranatha Panicker
Style transfer network for complex multi-stroke text
Fangmei Chen, Yuying Wang, Sheng Xu, Fasheng Wang, Fuming Sun, Xu Jia
Structural feature representation and fusion of human spatial cooperative motion for action recognition
Xin Chao, Zhenjie Hou, Yujian Mo, Haiyong Shi, Wenjing Yao
An integrated 3D-sparse deep belief network with enriched seagull optimization algorithm for liver segmentation
Joel Dickson, Arul Linsely, R. J. Alice Nineta
GH-DDM: the generalized hybrid denoising diffusion model for medical image generation
Sicheng Zhang, Jin Liu, Bo Hu, Zhendong Mao
A gated multi-hierarchical feature fusion network for recognizing steel plate surface defects
Huanjie Tao, Minghao Lu, Zhenwu Hu, Jianfeng An
A two stream face anti-spoofing framework using multi-level deep features and ELBP features
Aashania Antil, Chhavi Dhiman
SCMACDnet: multilevel fusion-based deep twin capsule network for change detection
N. Venugopal
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
MLCB-Net: a multi-level class balancing network for domain adaptive semantic segmentation
Wei Li, Xiwei Yang, Zhixin Li
From macro to micro: rethinking multi-scale pedestrian detection
Yuzhe He, Ning He, Haigang Yu, Ren Zhang, Kang Yan
Object tracking using fuzzy-based improved graph, interesting patches and multi-label MRF optimization
Ehsan Jafari, Ardeshir Dolati, Kamran Layeghi
Illu-NASNet: unsupervised illumination estimation based on dense spatio-temporal smoothness
ZhenFeng Zhang, ChuHua Huang, RenJing Huang, YaNan Li, YiFan Chen
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
Structural local sparse and low-rank tracker using deep features
Pengqing Li, Hongjuan Zhang, Yansong Chen
Resizing codebook of vector quantization without retraining
Lei Li, Tingting Liu, Chengyu Wang, Minghui Qiu, Cen Chen, Ming Gao, Aoying Zhou
Biosignal based emotion-oriented video summarization
Seyma Derdiyok, Fatma Patlar Akbulut
A survey on face presentation attack detection mechanisms: hitherto and future perspectives
Deepika Sharma, Arvind Selwal
Single-image clothed 3D human reconstruction guided by a well-aligned parametric body model
Leyuan Liu, Yunqi Gao, Jianchi Sun, Jingying Chen
RES-CapsNet: an improved capsule network for micro-expression recognition
Xin Shu, Jia Li, Liang Shi, Shucheng Huang
An overview of deep learning techniques for COVID-19 detection: methods, challenges, and future works
Ercan Gürsoy, Yasin Kaya
Feature fusion and optimization integrated refined deep residual network for diabetic retinopathy severity classification using fundus image
A. Mary Dayana, W. R. Sam Emmanuel, C. Harriet Linda
Convolutional neural network-based apple images classification and image quality measurement by light colors using the color-balancing approach
Birkan Büyükarıkan, Erkan Ülker
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
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
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
A computer-aided speech analytics approach for pronunciation feedback using deep feature clustering
Faria Nazir, Muhammad Nadeem Majeed, Mustansar Ali Ghazanfar, Muazzam Maqsood
Adaptively feature matching via joint transformational-spatial clustering
Linbo Wang, Li Tan, Xianyong Fang, Yanwen Guo, Shaohua Wan
Medical image-based detection of COVID-19 using Deep Convolution Neural Networks
Loveleen Gaur, Ujwal Bhatia, N. Z. Jhanjhi, Ghulam Muhammad, Mehedi Masud
3D shallow deep neural network for fast and precise segmentation of left atrium
Asma Kausar, Imran Razzak, Mohammad Ibrahim Shapiai, Amin Beheshti
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
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
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
Leveraging crowd knowledge to curate documentation for agile software industry using deep learning and expert ranking
Akshi Kumar
Application of machine learning in ocean data
Ranran Lou, Zhihan Lv, Shuping Dang, Tianyun Su, Xinfang Li
A novel category detection of social media reviews in the restaurant industry
Mohib Ullah Khan, Abdul Rehman Javed, Mansoor Ihsan, Usman Tariq
Cyberbullying detection solutions based on deep learning architectures
Celestine Iwendi, Gautam Srivastava, Suleman Khan, Praveen Kumar Reddy Maddikunta