Foreground Fisher Vector: Encoding Class-Relevant Foreground to Improve Image Classification

Yongsheng Pan; Yong Xia; Dinggang Shen

doi:10.1109/tip.2019.2908795

Foreground Fisher Vector: Encoding Class-Relevant Foreground to Improve Image Classification

IEEE Transactions on Image Processing ◽

10.1109/tip.2019.2908795 ◽

2019 ◽

Vol 28 (10) ◽

pp. 4716-4729 ◽

Cited By ~ 7

Author(s):

Yongsheng Pan ◽

Yong Xia ◽

Dinggang Shen

Keyword(s):

Image Classification ◽

Fisher Vector ◽

Fisher Vector Encoding

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Effective Skeleton-Based Action Recognition by combining Graph Convolutional Networks and Fisher Vector Encoding

2020 15th IEEE International Conference on Signal Processing (ICSP) ◽

10.1109/icsp48669.2020.9321006 ◽

2020 ◽

Author(s):

Jun Tang ◽

Yanjiang Wang ◽

Baodi Liu

Keyword(s):

Action Recognition ◽

Convolutional Networks ◽

Fisher Vector ◽

Fisher Vector Encoding

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Efficient Framework for Action Recognition Using Reduced Fisher Vector Encoding

Advances in Intelligent Systems and Computing - Proceedings of International Conference on Computer Vision and Image Processing ◽

10.1007/978-981-10-2107-7_31 ◽

2016 ◽

pp. 343-354 ◽

Cited By ~ 1

Author(s):

Prithviraj Dhar ◽

Jose M. Alvarez ◽

Partha Pratim Roy

Keyword(s):

Action Recognition ◽

Fisher Vector ◽

Fisher Vector Encoding

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Multi-category EEG signal classification developing time-frequency texture features based Fisher Vector encoding method

Neurocomputing ◽

10.1016/j.neucom.2016.08.050 ◽

2016 ◽

Vol 218 ◽

pp. 251-258 ◽

Cited By ~ 30

Author(s):

Ömer F. Alçіn ◽

Siuly Siuly ◽

Varun Bajaj ◽

Yanhui Guo ◽

Abdulkadir Şengu¨r ◽

...

Keyword(s):

Texture Features ◽

Signal Classification ◽

Eeg Signal ◽

Time Frequency ◽

Fisher Vector ◽

Fisher Vector Encoding ◽

Eeg Signal Classification ◽

Encoding Method

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Silhouettes based human action recognition by Procrustes analysis and Fisher vector encoding

2018 International Conference on Image and Video Processing, and Artificial Intelligence ◽

10.1117/12.2506632 ◽

2018 ◽

Author(s):

Ranxu Zhong ◽

Jiaxin Cai ◽

Xin Tang

Keyword(s):

Action Recognition ◽

Human Action Recognition ◽

Human Action ◽

Procrustes Analysis ◽

Fisher Vector ◽

Fisher Vector Encoding

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Exponential family Fisher vector for image classification

Pattern Recognition Letters ◽

10.1016/j.patrec.2015.03.010 ◽

2015 ◽

Vol 59 ◽

pp. 26-32 ◽

Cited By ~ 11

Author(s):

Jorge Sánchez ◽

Javier Redolfi

Keyword(s):

Image Classification ◽

Exponential Family ◽

Fisher Vector

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Image classification with CNN-based Fisher vector coding

2016 Visual Communications and Image Processing (VCIP) ◽

10.1109/vcip.2016.7805494 ◽

2016 ◽

Cited By ~ 3

Author(s):

Yan Song ◽

Xinhai Hong ◽

Ian McLoughlin ◽

Lirong Dai

Keyword(s):

Image Classification ◽

Vector Coding ◽

Fisher Vector

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Hybrid dermoscopy image classification framework based on deep convolutional neural network and Fisher vector

2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) ◽

10.1109/isbi.2017.7950524 ◽

2017 ◽

Cited By ~ 16

Author(s):

Zhen Yu ◽

Dong Ni ◽

Siping Chen ◽

Jin Qin ◽

Shengli Li ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Image Classification ◽

Deep Convolutional Neural Network ◽

Fisher Vector ◽

Classification Framework

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KAZE features via fisher vector encoding for offline signature verification

2017 IEEE International Joint Conference on Biometrics (IJCB) ◽

10.1109/btas.2017.8272676 ◽

2017 ◽

Cited By ~ 3

Author(s):

Manabu Okawa

Keyword(s):

Signature Verification ◽

Fisher Vector ◽

Offline Signature Verification ◽

Fisher Vector Encoding

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Face Anti-Spoofing using Speeded-Up Robust Features and Fisher Vector Encoding

IEEE Signal Processing Letters ◽

10.1109/lsp.2016.2630740 ◽

2016 ◽

pp. 1-1 ◽

Cited By ~ 25

Author(s):

Zinelabidine Boulkenafet ◽

Jukka Komulainen ◽

Abdenour Hadid

Keyword(s):

Speeded Up Robust Features ◽

Fisher Vector ◽

Fisher Vector Encoding

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Fisher vector encoding for improving the performance of fault diagnosis in a synchronous generator

Measurement ◽

10.1016/j.measurement.2017.07.051 ◽

2017 ◽

Vol 111 ◽

pp. 264-270 ◽

Cited By ~ 3

Author(s):

R. Gopinath ◽

C. Santhosh Kumar ◽

K.I. Ramachandran

Keyword(s):

Fault Diagnosis ◽

Synchronous Generator ◽

Fisher Vector ◽

Fisher Vector Encoding

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