Toward unbounded open-set recognition to say "I don't know" for glomerular multi-lesion classification

Mapping Intimacies ◽

10.1117/12.2606273 ◽

2021 ◽

Author(s):

Paulo Chagas ◽

Luiz Souza ◽

Rodrigo Calumby ◽

Izabelle Pontes ◽

Stanley Araújo ◽

...

Keyword(s):

Open Set ◽

Open Set Recognition ◽

Lesion Classification

Download Full-text

Geometric Transformation-Based Network Ensemble for Open-Set Recognition

2021 IEEE International Conference on Multimedia and Expo (ICME) ◽

10.1109/icme51207.2021.9428392 ◽

2021 ◽

Author(s):

Pramuditha Perera ◽

Vishal M. Patel

Keyword(s):

Geometric Transformation ◽

Open Set ◽

Open Set Recognition

Download Full-text

An open set recognition methodology utilising discrepancy analysis for gear diagnostics under varying operating conditions

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2018.09.016 ◽

2019 ◽

Vol 119 ◽

pp. 1-22

Author(s):

Stephan Schmidt ◽

P. Stephan Heyns

Keyword(s):

Operating Conditions ◽

Open Set ◽

Discrepancy Analysis ◽

Open Set Recognition ◽

Gear Diagnostics

Download Full-text

KCC Method: Unknown Intrusion Detection Based on Open Set Recognition

10.1109/ictai52525.2021.00213 ◽

2021 ◽

Author(s):

Shuyuan Xu ◽

Linsen Li ◽

Hangjun Yang ◽

Junhua Tang

Keyword(s):

Intrusion Detection ◽

Open Set ◽

Open Set Recognition

Download Full-text

Polyhedral Conic Classifiers for Computer Vision Applications and Open Set Recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/tpami.2019.2934455 ◽

2021 ◽

Vol 43 (2) ◽

pp. 608-622

Author(s):

Hakan Cevikalp ◽

Halil Saglamlar

Keyword(s):

Computer Vision ◽

Open Set ◽

Computer Vision Applications ◽

Open Set Recognition

Download Full-text

Collective Decision for Open Set Recognition

IEEE Transactions on Knowledge and Data Engineering ◽

10.1109/tkde.2020.2978199 ◽

2020 ◽

pp. 1-1 ◽

Author(s):

Chuanxing Geng ◽

Songcan Chen

Keyword(s):

Collective Decision ◽

Open Set ◽

Open Set Recognition

Download Full-text

Solving the Defect in Application of Compact Abating Probability to Convolutional Neural Network Based Open Set Recognition

2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI) ◽

10.1109/ictai.2019.00122 ◽

2019 ◽

Author(s):

Xiangyuan Sun ◽

Xiaoyong Li ◽

Kaijun Ren ◽

Junqiang Song

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Open Set ◽

Open Set Recognition

Download Full-text

Recent Advances in Open Set Recognition: A Survey

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/tpami.2020.2981604 ◽

2020 ◽

pp. 1-1 ◽

Author(s):

Chuanxing Geng ◽

Sheng-Jun Huang ◽

Songcan Chen

Keyword(s):

Open Set ◽

Recent Advances ◽

Open Set Recognition

Download Full-text

Open set recognition of aircraft in aerial imagery using synthetic template models

10.1117/12.2262150 ◽

2017 ◽

Author(s):

Aleksander B. Bapst ◽

Jonathan Tran ◽

Mark W. Koch ◽

Mary M. Moya ◽

Robert Swahn

Keyword(s):

Aerial Imagery ◽

Open Set ◽

Open Set Recognition

Download Full-text

P-ODN: Prototype-based Open Deep Network for Open Set Recognition

Scientific Reports ◽

10.1038/s41598-020-63649-6 ◽

2020 ◽

Vol 10 (1) ◽

Author(s):

Yu Shu ◽

Yemin Shi ◽

Yaowei Wang ◽

Tiejun Huang ◽

Yonghong Tian

Keyword(s):

Deep Network ◽

Open Set ◽

Open Set Recognition

Download Full-text

Sparse Representation-Based Open Set Recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/tpami.2016.2613924 ◽

2017 ◽

Vol 39 (8) ◽

pp. 1690-1696 ◽

Author(s):

He Zhang ◽

Vishal M. Patel

Keyword(s):

Sparse Representation ◽

Open Set ◽

Open Set Recognition

Download Full-text