An empirical study of preprocessing techniques with convolutional neural networks for accurate detection of chronic ocular diseases using fundus images (English)
Free access
- New search for: Mayya, Veena
- Further information on Mayya, Veena:
- https://orcid.org/0000-0002-8091-5053
- New search for: S, Sowmya Kamath
- Further information on S, Sowmya Kamath:
- https://orcid.org/0000-0002-0888-7238
- New search for: Kulkarni, Uma
- Further information on Kulkarni, Uma:
- https://orcid.org/0000-0002-0815-1933
- New search for: Surya, Divyalakshmi Kaiyoor
- Further information on Surya, Divyalakshmi Kaiyoor:
- https://orcid.org/0000-0003-4789-6193
- New search for: Acharya, U Rajendra
- Further information on Acharya, U Rajendra:
- https://orcid.org/0000-0003-2689-8552
- New search for: Mayya, Veena
- Further information on Mayya, Veena:
- https://orcid.org/0000-0002-8091-5053
- New search for: S, Sowmya Kamath
- Further information on S, Sowmya Kamath:
- https://orcid.org/0000-0002-0888-7238
- New search for: Kulkarni, Uma
- Further information on Kulkarni, Uma:
- https://orcid.org/0000-0002-0815-1933
- New search for: Surya, Divyalakshmi Kaiyoor
- Further information on Surya, Divyalakshmi Kaiyoor:
- https://orcid.org/0000-0003-4789-6193
- New search for: Acharya, U Rajendra
- Further information on Acharya, U Rajendra:
- https://orcid.org/0000-0003-2689-8552
In:
Applied Intelligence
;
53
, 2
; 1548-1566
;
2022
-
ISSN:
- Article (Journal) / Electronic Resource
-
Title:An empirical study of preprocessing techniques with convolutional neural networks for accurate detection of chronic ocular diseases using fundus images
-
Contributors:Mayya, Veena ( author ) / S, Sowmya Kamath ( author ) / Kulkarni, Uma ( author ) / Surya, Divyalakshmi Kaiyoor ( author ) / Acharya, U Rajendra ( author )
-
Published in:Applied Intelligence ; 53, 2 ; 1548-1566
-
Publisher:
- New search for: Springer US
- New search for: Springer Science + Business Media B.V
-
Place of publication:Dordrecht [u.a.]
-
Publication date:2022
-
ISSN:
-
ZDBID:
-
DOI:
-
Type of media:Article (Journal)
-
Type of material:Electronic Resource
-
Language:English
- New search for: 54.72$jKünstliche Intelligenz / 30.20 / 30.20$jNichtlineare Dynamik / 54.72
- Further information on Basic classification
-
Keywords:
-
Classification:
BKL: 54.72$jKünstliche Intelligenz / 30.20 Nichtlineare Dynamik / 30.20$jNichtlineare Dynamik / 54.72 Künstliche Intelligenz -
Source:
Table of contents – Volume 53, Issue 2
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1219
-
A robust newton iterative algorithm for acoustic location based on solving linear matrix equations in the presence of various noisesWang, Guancheng / Hao, Zhihao / Zhang, Bob / Fang, Leyuan / Mao, Dianhui et al. | 2022
- 1233
-
Energy efficiency-driven mobile base station deployment strategy for shopping malls using modified improved differential evolution algorithmSun, Xingping / Zhang, Tian / Xu, Jing / Zhang, Haigang / Kang, Hongwei / Shen, Yong / Chen, Qingyi et al. | 2022
- 1254
-
Robust semi-supervised clustering via data transductive warpingZhou, Peng / Wang, Ni / Zhao, Shu / Zhang, Yanping et al. | 2022
- 1271
-
Compressed neural architecture utilizing dimensionality reduction and quantizationHasan, Md. Saqib / Alam, Rukshar / Adnan, Muhammad Abdullah et al. | 2022
- 1287
-
CASSL: A cell-type annotation method for single cell transcriptomics data using semi-supervised learningSeal, Dibyendu Bikash / Das, Vivek / De, Rajat K. et al. | 2022
- 1306
-
Interpretable prison term prediction with reinforce learning and attentionWang, Peipeng / Zhang, Xiuguo / Yu, Han / Cao, Zhiying et al. | 2022
- 1324
-
Reinforcement learning-based denoising network for sequential recommendationTong, Xiaohai / Wang, Pengfei / Niu, Shaozhang et al. | 2022
- 1336
-
Deep graph clustering with enhanced feature representations for community detectionHao, Jie / Zhu, William et al. | 2022
- 1350
-
A novel quantum calculus-based complex least mean square algorithm (q-CLMS)Sadiq, Alishba / Naseem, Imran / Khan, Shujaat / Moinuddin, Muhammad / Togneri, Roberto / Bennamoun, Mohammed et al. | 2022
- 1370
-
Consensus models with aggregation operators for minimum quadratic cost in group decision makingZhang, Ruonan / Huang, Jing / Xu, Yejun / Herrera-Viedma, Enrique et al. | 2022
- 1391
-
Optimal liquidation of foreign currencies when FX rates follow a generalised Ornstein-Uhlenbeck processLi, Linwei / Matt, Paul-Amaury / Heumann, Christian et al. | 2022
- 1405
-
Adaptive distance penalty based nonnegative low-rank representation for semi-supervised learningZhang, Yixiu / Chen, Jiaxin / Liu, Zhonghua et al. | 2022
- 1417
-
Hierarchical dynamic movement primitive for the smooth movement of robots based on deep reinforcement learningYuan, Yinlong / Yu, Zhu Liang / Hua, Liang / Cheng, Yun / Li, Junhong / Sang, Xiaohu et al. | 2022
- 1435
-
HGAT-BR: Hyperedge-based graph attention network for basket recommendationSong, Tengshuo / Guo, Feng / Jiang, Haoran / Ma, Wenyun / Feng, Zhenbao / Guo, Lei et al. | 2022
- 1452
-
A new multi-focus image fusion method based on multi-classification focus learning and multi-scale decompositionMa, Lifeng / Hu, Yanxiang / Zhang, Bo / Li, Jiaqi / Chen, Zhijie / Sun, Wenhao et al. | 2022
- 1469
-
Data augmentation through multivariate scenario forecasting in Data Centers using Generative Adversarial NetworksPérez, Jaime / Arroba, Patricia / Moya, José M. et al. | 2022
- 1487
-
Borderline-margin loss based deep metric learning framework for imbalanced dataYan, Mi / Li, Ning et al. | 2022
- 1505
-
Knowledge transfer via distillation from time and frequency domain for time series classificationOuyang, Kewei / Hou, Yi / Zhang, Ye / Ma, Chao / Zhou, Shilin et al. | 2022
- 1517
-
A multi-modal dataset for gait recognition under occlusionLi, Na / Zhao, Xinbo et al. | 2022
- 1535
-
TransGait: Multimodal-based gait recognition with set transformerLi, Guodong / Guo, Lijun / Zhang, Rong / Qian, Jiangbo / Gao, Shangce et al. | 2022
- 1548
-
An empirical study of preprocessing techniques with convolutional neural networks for accurate detection of chronic ocular diseases using fundus imagesMayya, Veena / S, Sowmya Kamath / Kulkarni, Uma / Surya, Divyalakshmi Kaiyoor / Acharya, U Rajendra et al. | 2022
- 1567
-
Random vector functional link network with subspace-based local connectionsHe, Yu-Lin / Yuan, Zhen-Hao / Huang, Joshua Zhexue et al. | 2022
- 1586
-
MS-SSD: multi-scale single shot detector for ship detection in remote sensing imagesWen, Guangqi / Cao, Peng / Wang, Haonan / Chen, Hanlin / Liu, Xiaoli / Xu, Jinghui / Zaiane, Osmar et al. | 2022
- 1605
-
Semi-supervised pedestrian re-identification via a teacher–student model with similarity-preserving generative adversarial networksZhao, Botong / Wang, Yanjie / Su, Keke / Ren, Hong / Han, Xiyu et al. | 2022
- 1619
-
A novel second-order learning algorithm based attention-LSTM model for dynamic chemical process modelingXu, Baochang / Wang, Yaxin / Yuan, Likun / Xu, Chaonong et al. | 2022
- 1640
-
Interpretable systems based on evidential prospect theory for decision-makingKavya, Ramisetty / Christopher, Jabez et al. | 2022
- 1666
-
Dynamic multitask optimization with improved knowledge transfer mechanismRen, Kun / Xiao, Fu-Xia / Han, Hong-Gui et al. | 2022
- 1683
-
Multi-type data fusion framework based on deep reinforcement learning for algorithmic tradingLiu, Peipei / Zhang, Yunfeng / Bao, Fangxun / Yao, Xunxiang / Zhang, Caiming et al. | 2022
- 1707
-
ASFS: A novel streaming feature selection for multi-label data based on neighborhood rough setLiu, Jinghua / Lin, Yaojin / Du, Jixiang / Zhang, Hongbo / Chen, Ziyi / Zhang, Jia et al. | 2022
- 1725
-
Learning self-supervised task progression metrics: a case of cloth foldingVerleysen, Andreas / Biondina, Matthijs / wyffels, Francis et al. | 2022
- 1744
-
A novel attribute reduction method based on intuitionistic fuzzy three-way cognitive clusteringXin, Xian-wei / Shi, Chun-lei / Sun, Jing-bo / Xue, Zhan-ao / Song, Ji-hua / Peng, Wei-ming et al. | 2022
- 1759
-
An efficient salp swarm algorithm based on scale-free informed followers with self-adaption weightWang, Chao / Xu, Ren-qian / Ma, Lei / Zhao, Jie / Wang, Lu / Xie, Neng-gang / Cheong, Kang Hao et al. | 2022
- 1792
-
Efficient cancellable multi-biometric recognition system based on deep learning and bio-hashingAbd El-Rahiem, Basma / Abd El Samie, Fathi E. / Amin, Mohamed et al. | 2022
- 1807
-
Recognition-oriented facial depth estimation from a single imageChen, Hanqin / Yan, Yao / Qin, Jin / Zhao, Tong / Guo, Tiande et al. | 2022
- 1826
-
The updating methods of object-induced three-way concept in dynamic formal contextsHu, Qian / Qin, Keyun / Yang, Lei et al. | 2022
- 1842
-
Improving environmental awareness for autonomous vehiclesPeixoto, Maria J. P. / Azim, Akramul et al. | 2022
- 1855
-
Feature attenuation reinforced recurrent neural network for diffusion predictionPan, Le / Xiong, Yao / Li, Bicheng / Huang, Tao / Wan, Wang et al. | 2022
- 1870
-
Maximum mutual information for feature extraction from graph-structured data: Application to Alzheimer’s disease classificationYang, Jiawei / Wang, Shaoping / Wu, Teresa et al. | 2022
- 1887
-
Dimensionality reduction of SPD data based on Riemannian manifold tangent spaces and local affinityGao, Wenxu / Ma, Zhengming / Xiong, Chenkui / Gao, Ting et al. | 2022
- 1912
-
A master-apprentice evolutionary algorithm for maximum weighted set K-covering problemZhou, Yupeng / Fan, Mingjie / Liu, Xiaofan / Xu, Xin / Wang, Yiyuan / Yin, Minghao et al. | 2022
- 1945
-
Computer-controlled diabetes disease diagnosis technique based on fuzzy inference structure for insulin-dependent patientsSharma, Ankit / Singh, Harendra Pal et al. | 2022
- 1959
-
A phased intelligent algorithm for dynamic seru production considering seru formation changesFu, Guanghui / Han, Cheng / Yu, Yang / Sun, Wei / Kaku, Ikou et al. | 2022
- 1981
-
Salient double reconstruction-based discriminative projective dictionary pair learning for crowd countingWang, Tao / Luo, Hao / Zhang, Kaibing / Wang, Huake / Li, Minqi / Lu, Jian et al. | 2022
- 1997
-
Teacher-student collaborative knowledge distillation for image classificationXu, Chuanyun / Gao, Wenjian / Li, Tian / Bai, Nanlan / Li, Gang / Zhang, Yang et al. | 2022
- 2010
-
Solving uncapacitated P-Median problem with reinforcement learning assisted by graph attention networksWang, Chenguang / Han, Congying / Guo, Tiande / Ding, Man et al. | 2022
- 2026
-
Style transformed synthetic images for real world gaze estimation by using residual neural network with embedded personal identitiesWang, Quan / Wang, Hui / Dang, Ruo-Chen / Zhu, Guang-Pu / Pi, Hai-Feng / Shic, Frederick / Hu, Bing-liang et al. | 2022
- 2042
-
Sparse summary generationZhao, Shuai / He, Tengjiao / Wen, Jinming et al. | 2022
- 2055
-
Effective shortcut technique for generative adversarial networksPark, Seung / Yoo, Cheol-Hwan / Shin, Yong-Goo et al. | 2022
- 2068
-
Graph attention information fusion for Siamese adaptive attention trackingWei, Lixin / Xi, Zeyu / Hu, Ziyu / Sun, Hao et al. | 2022
- 2088
-
Exploring semantic awareness via graph representation for text classificationLi, Yahui / Liu, Yifan / Zhu, Zhenfang / Liu, Peiyu et al. | 2022
- 2098
-
A clustering algorithm based on density decreased chain for data with arbitrary shapes and densitiesLi, Ruijia / Cai, Zhiling et al. | 2022
- 2110
-
ST-$ A_{G} $P: Spatio-Temporal aggregator predictor model for multi-step taxi-demand prediction in citiesBhanu, Manish / Priya, Shalini / Moreira, João Mendes / Chandra, Joydeep et al. | 2022
- 2133
-
Automatic video clip and mixing based on semantic sentence matchingJia, Zixi / Li, Jiao / Du, Zhengjun / Ru, Jingyu / Wang, Yating / Wu, Chengdong / Zhang, Yutong / Yu, Shuangjiang / Wang, Zhou / Sun, Changsheng et al. | 2022
- 2147
-
MsDA: Multi-scale domain adaptation dehazing networkYu, Hu / Li, Xiaopeng / Fan, Cien / Zou, Lian / Wu, Yuanmei et al. | 2022
- 2161
-
Decision-level information fusion powered human pose estimationZhang, Yiqing / Chen, Weiting et al. | 2022
- 2173
-
Optimized segmentation with image inpainting for semantic mapping in dynamic scenesZhang, Jianfeng / Liu, Yang / Guo, Chi / Zhan, Jiao et al. | 2022
- 2189
-
Deceptive opinion spam detection approaches: a literature surveyMaurya, Sushil Kumar / Singh, Dinesh / Maurya, Ashish Kumar et al. | 2022
- 2235
-
PERSIST: Improving micro-expression spotting using better feature encodings and multi-scale Gaussian TCNGupta, Puneet et al. | 2022
- 2250
-
Learning visual-and-semantic knowledge embedding for zero-shot image classificationKong, Dehui / Li, Xiliang / Wang, Shaofan / Li, Jinghua / Yin, Baocai et al. | 2022
- 2265
-
Siamese network with transformer and saliency encoder for object trackingLiu, Lei / Kong, Guangqian / Duan, Xun / Long, Huiyun / Wu, Yun et al. | 2022
- 2280
-
Graph fusion network for multi-oriented object detectionZhang, Shi-Xue / Zhu, Xiaobin / Hou, Jie-Bo / Yin, Xu-Cheng et al. | 2022
- 2295
-
Hashing-based semantic relevance attributed knowledge graph embedding enhancement for deep probabilistic recommendationKhan, Nasrullah / Ma, Zongmin / Yan, Li / Ullah, Aman et al. | 2022
- 2321
-
Broad learning algorithm of cascaded enhancement nodes based on phase space reconstructionCai, Xinyu / Feng, Xiang / Yu, Huiqun et al. | 2022
- 2332
-
Adversarial example generation with adabelief optimizer and crop invarianceYang, Bo / Zhang, Hengwei / Li, Zheming / Zhang, Yuchen / Xu, Kaiyong / Wang, Jindong et al. | 2022
- 2348
-
Graph optimization for unsupervised dimensionality reduction with probabilistic neighborsYang, Zhengguo / Wang, Jikui / Li, Qiang / Yi, Jihai / Liu, Xuewen / Nie, Feiping et al. | 2022
- 2362
-
Dynamic vehicle pose estimation and tracking based on motion feedback for LiDARsXu, Fengyu / Wang, Zhiling / Wang, Hanqi / Lin, Linglong / Liang, Huawei et al. | 2022
- 2391
-
Vehicle physical parameter identification based on an improved Harris hawks optimization and the transfer matrix method for multibody systemsZhang, Yin / Ding, Jianguo / Xie, Wenhao / Chang, Yu / Zhang, Xiangxiang / Chen, Yumeng et al. | 2022
- 2410
-
A deep ensemble learning method for colorectal polyp classification with optimized network parametersYounas, Farah / Usman, Muhammad / Yan, Wei Qi et al. | 2022
- 2434
-
Multiple attentional path aggregation network for marine object detectionYu, Haifeng / Li, Xinbin / Feng, Yankai / Han, Song et al. | 2022
- 2452
-
Dynamic stock-decision ensemble strategy based on deep reinforcement learningYu, Xiaoming / Wu, Wenjun / Liao, Xingchuang / Han, Yong et al. | 2022