ATE434799T1 - DEVICE AND METHOD FOR IMAGING USING A MULTINEURAL NETWORK - Google Patents
DEVICE AND METHOD FOR IMAGING USING A MULTINEURAL NETWORKInfo
- Publication number
- ATE434799T1 ATE434799T1 AT01930796T AT01930796T ATE434799T1 AT E434799 T1 ATE434799 T1 AT E434799T1 AT 01930796 T AT01930796 T AT 01930796T AT 01930796 T AT01930796 T AT 01930796T AT E434799 T1 ATE434799 T1 AT E434799T1
- Authority
- AT
- Austria
- Prior art keywords
- particle
- classification
- multineural
- imaging
- network
- Prior art date
Links
- 238000000034 method Methods 0.000 title abstract 4
- 238000003384 imaging method Methods 0.000 title abstract 2
- 239000002245 particle Substances 0.000 abstract 5
- 238000005192 partition Methods 0.000 abstract 1
- 238000012805 post-processing Methods 0.000 abstract 1
- 238000007781 pre-processing Methods 0.000 abstract 1
Classifications
-
- G01N15/1433—
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/60—Type of objects
- G06V20/69—Microscopic objects, e.g. biological cells or cellular parts
-
- G01N2015/016—
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N15/00—Investigating characteristics of particles; Investigating permeability, pore-volume, or surface-area of porous materials
- G01N15/10—Investigating individual particles
- G01N15/14—Electro-optical investigation, e.g. flow cytometers
- G01N2015/1488—Methods for deciding
Abstract
A multi-neural net imaging apparatus (2) and method for classification of image elements, such as biological particles. The multi-net structure utilizes subgroups of particle features to partition the decision space by an attribute or physical characteristic of the particle and/or by individual and group particle classification that includes an unknown category. Preprocessing (6) classifies particles as artifacts based on certain physical characteristics. Post processing (6) enables the use of contextual information either available from other sources or gleaned from the actual decision making process to further process the probability factors and enhance the decisions.
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US19923700P | 2000-04-24 | 2000-04-24 | |
PCT/US2001/013451 WO2001082216A1 (en) | 2000-04-24 | 2001-04-24 | Multi-neural net imaging apparatus and method |
US09/841,941 US6947586B2 (en) | 2000-04-24 | 2001-04-24 | Multi-neural net imaging apparatus and method |
Publications (1)
Publication Number | Publication Date |
---|---|
ATE434799T1 true ATE434799T1 (en) | 2009-07-15 |
Family
ID=46149960
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
AT01930796T ATE434799T1 (en) | 2000-04-24 | 2001-04-24 | DEVICE AND METHOD FOR IMAGING USING A MULTINEURAL NETWORK |
Country Status (6)
Country | Link |
---|---|
JP (1) | JP4945045B2 (en) |
AT (1) | ATE434799T1 (en) |
AU (1) | AU2001257299A1 (en) |
CA (1) | CA2377602C (en) |
DK (1) | DK1301894T3 (en) |
ES (1) | ES2328450T3 (en) |
Families Citing this family (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
GB0218909D0 (en) * | 2002-08-15 | 2002-09-25 | Qinetiq Ltd | Histological assessment |
JP5321145B2 (en) | 2009-03-04 | 2013-10-23 | 日本電気株式会社 | Image diagnosis support apparatus, image diagnosis support method, image diagnosis support program, and storage medium thereof |
ES2388169B1 (en) * | 2010-02-25 | 2013-08-19 | Universidad De León | ARTIFICIAL VISION PROCEDURE FOR THE DETECTION OF DISTAL CYTOPLASMATIC DROPS IN ESPERMATOZOIDS. |
JP6092132B2 (en) * | 2014-01-29 | 2017-03-08 | シスメックス株式会社 | Blood cell analyzer |
CN109952614B (en) | 2016-08-22 | 2023-11-10 | 艾瑞斯国际有限公司 | Biological particle classification system and method |
JPWO2020066209A1 (en) * | 2018-09-27 | 2021-09-09 | 株式会社堀場製作所 | Particle analysis data generation method, particle analysis data generation program, and particle analysis data generation device |
Family Cites Families (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPH03131756A (en) * | 1989-10-18 | 1991-06-05 | Hitachi Ltd | Automatic classifying device for blood cell |
JPH07286954A (en) * | 1994-04-19 | 1995-10-31 | Hitachi Ltd | Cell automatic classification device |
JP3050046B2 (en) * | 1994-07-18 | 2000-06-05 | 株式会社日立製作所 | Automatic particle classification system |
JPH0991430A (en) * | 1995-09-27 | 1997-04-04 | Hitachi Ltd | Pattern recognition device |
JPH10302067A (en) * | 1997-04-23 | 1998-11-13 | Hitachi Ltd | Pattern recognition device |
JPH11132984A (en) * | 1997-10-24 | 1999-05-21 | Fuji Electric Co Ltd | Method for manufacturing detection element for gas sensor |
JPH11132932A (en) * | 1997-10-29 | 1999-05-21 | Hitachi Ltd | System for classifying particle image on organism and method for reclassifying particle |
-
2001
- 2001-04-24 AT AT01930796T patent/ATE434799T1/en active
- 2001-04-24 DK DK01930796T patent/DK1301894T3/en active
- 2001-04-24 JP JP2001579226A patent/JP4945045B2/en not_active Expired - Lifetime
- 2001-04-24 AU AU2001257299A patent/AU2001257299A1/en not_active Abandoned
- 2001-04-24 ES ES01930796T patent/ES2328450T3/en not_active Expired - Lifetime
- 2001-04-24 CA CA2377602A patent/CA2377602C/en not_active Expired - Lifetime
Also Published As
Publication number | Publication date |
---|---|
JP4945045B2 (en) | 2012-06-06 |
CA2377602C (en) | 2012-04-10 |
DK1301894T3 (en) | 2009-08-24 |
JP2004505233A (en) | 2004-02-19 |
ES2328450T3 (en) | 2009-11-13 |
AU2001257299A1 (en) | 2001-11-07 |
CA2377602A1 (en) | 2001-11-01 |
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