Matches in SemOpenAlex for { <https://semopenalex.org/work/W3198367078> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W3198367078 abstract "Anomaly detection in hyperspectral image has been a research hot topic in recent years, and it has rich applications in many fields, such as disaster warning and military reconnaissance. Traditional anomaly detection methods in hyperspectral image usually need to assume that the data fits a certain distribution or use low-order statistical features, resulting in poor detection accuracy. This paper proposes an anomaly detection method in hyperspectral image based on SVDD combined with nonlinear feature mapping and feature compression. The selected bands of hyperspectral image are used to construct an autoencoder. The parameters of the autoencoder are adjusted by minimizing the reconstruction error. The output of the encoder is regarded as the compressed feature. Then the compressed feature is used to train the SVDD. The proposed method uses fewer features to construct an anomaly detection model. The experimental results on real datasets show that the proposed method has achieved outstanding results compared with other state-of-the-art methods." @default.
- W3198367078 created "2021-09-13" @default.
- W3198367078 creator A5015497483 @default.
- W3198367078 creator A5019791343 @default.
- W3198367078 creator A5020056534 @default.
- W3198367078 creator A5055124366 @default.
- W3198367078 date "2021-03-05" @default.
- W3198367078 modified "2023-10-16" @default.
- W3198367078 title "Anomaly Detection in Hyperspectral Image Based on SVDD Combined with Features Compression" @default.
- W3198367078 cites W1969781607 @default.
- W3198367078 cites W1970088130 @default.
- W3198367078 cites W1997866865 @default.
- W3198367078 cites W2024288510 @default.
- W3198367078 cites W2047870694 @default.
- W3198367078 cites W2122646361 @default.
- W3198367078 cites W2142552707 @default.
- W3198367078 cites W2145962650 @default.
- W3198367078 cites W2288752886 @default.
- W3198367078 cites W2295576075 @default.
- W3198367078 cites W3023114228 @default.
- W3198367078 doi "https://doi.org/10.1145/3461353.3461387" @default.
- W3198367078 hasPublicationYear "2021" @default.
- W3198367078 type Work @default.
- W3198367078 sameAs 3198367078 @default.
- W3198367078 citedByCount "1" @default.
- W3198367078 countsByYear W31983670782022 @default.
- W3198367078 crossrefType "proceedings-article" @default.
- W3198367078 hasAuthorship W3198367078A5015497483 @default.
- W3198367078 hasAuthorship W3198367078A5019791343 @default.
- W3198367078 hasAuthorship W3198367078A5020056534 @default.
- W3198367078 hasAuthorship W3198367078A5055124366 @default.
- W3198367078 hasConcept C101738243 @default.
- W3198367078 hasConcept C108583219 @default.
- W3198367078 hasConcept C115961682 @default.
- W3198367078 hasConcept C121332964 @default.
- W3198367078 hasConcept C12267149 @default.
- W3198367078 hasConcept C12997251 @default.
- W3198367078 hasConcept C138885662 @default.
- W3198367078 hasConcept C153180895 @default.
- W3198367078 hasConcept C154945302 @default.
- W3198367078 hasConcept C159078339 @default.
- W3198367078 hasConcept C26873012 @default.
- W3198367078 hasConcept C2776401178 @default.
- W3198367078 hasConcept C31972630 @default.
- W3198367078 hasConcept C41008148 @default.
- W3198367078 hasConcept C41895202 @default.
- W3198367078 hasConcept C52622490 @default.
- W3198367078 hasConcept C739882 @default.
- W3198367078 hasConceptScore W3198367078C101738243 @default.
- W3198367078 hasConceptScore W3198367078C108583219 @default.
- W3198367078 hasConceptScore W3198367078C115961682 @default.
- W3198367078 hasConceptScore W3198367078C121332964 @default.
- W3198367078 hasConceptScore W3198367078C12267149 @default.
- W3198367078 hasConceptScore W3198367078C12997251 @default.
- W3198367078 hasConceptScore W3198367078C138885662 @default.
- W3198367078 hasConceptScore W3198367078C153180895 @default.
- W3198367078 hasConceptScore W3198367078C154945302 @default.
- W3198367078 hasConceptScore W3198367078C159078339 @default.
- W3198367078 hasConceptScore W3198367078C26873012 @default.
- W3198367078 hasConceptScore W3198367078C2776401178 @default.
- W3198367078 hasConceptScore W3198367078C31972630 @default.
- W3198367078 hasConceptScore W3198367078C41008148 @default.
- W3198367078 hasConceptScore W3198367078C41895202 @default.
- W3198367078 hasConceptScore W3198367078C52622490 @default.
- W3198367078 hasConceptScore W3198367078C739882 @default.
- W3198367078 hasLocation W31983670781 @default.
- W3198367078 hasOpenAccess W3198367078 @default.
- W3198367078 hasPrimaryLocation W31983670781 @default.
- W3198367078 hasRelatedWork W2772780115 @default.
- W3198367078 hasRelatedWork W2775464024 @default.
- W3198367078 hasRelatedWork W2776466379 @default.
- W3198367078 hasRelatedWork W3105255022 @default.
- W3198367078 hasRelatedWork W3173596272 @default.
- W3198367078 hasRelatedWork W3206265116 @default.
- W3198367078 hasRelatedWork W3211035526 @default.
- W3198367078 hasRelatedWork W4226241830 @default.
- W3198367078 hasRelatedWork W4293863313 @default.
- W3198367078 hasRelatedWork W4296210064 @default.
- W3198367078 isParatext "false" @default.
- W3198367078 isRetracted "false" @default.
- W3198367078 magId "3198367078" @default.
- W3198367078 workType "article" @default.