A Generalized Logarithmic Image Processing Model Based on the Gigavision Sensor Model
The logarithmic image processing (LIP) model is a mathematical theory providing generalized linear operations for image processing. The gigavision sensor (GVS) is a new imaging device that can be described by a statistical model. In this paper, by studying these two seemingly unrelated models, we de...
Saved in:
| Published in: | IEEE transactions on image processing Vol. 21; no. 3; pp. 1406 - 1414 |
|---|---|
| Main Author: | |
| Format: | Journal Article |
| Language: | English |
| Published: |
New York, NY
IEEE
01.03.2012
Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subjects: | |
| ISSN: | 1057-7149, 1941-0042, 1941-0042 |
| Online Access: | Get full text |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Abstract | The logarithmic image processing (LIP) model is a mathematical theory providing generalized linear operations for image processing. The gigavision sensor (GVS) is a new imaging device that can be described by a statistical model. In this paper, by studying these two seemingly unrelated models, we develop a generalized LIP (GLIP) model. With the LIP model being its special case, the GLIP model not only provides new insights into the LIP model but also defines new image representations and operations for solving general image processing problems that are not necessarily related to the GVS. A new parametric LIP model is also developed. To illustrate the application of the new scalar multiplication operation, we propose an energy-preserving algorithm for tone mapping, which is a necessary step in image dehazing. By comparing with results using two state-of-the-art algorithms, we show that the new scalar multiplication operation is an effective tool for tone mapping. |
|---|---|
| AbstractList | The logarithmic image processing (LIP) model is a mathematical theory providing generalized linear operations for image processing. The gigavision sensor (GVS) is a new imaging device that can be described by a statistical model. In this paper, by studying these two seemingly unrelated models, we develop a generalized LIP (GLIP) model. With the LIP model being its special case, the GLIP model not only provides new insights into the LIP model but also defines new image representations and operations for solving general image processing problems that are not necessarily related to the GVS. A new parametric LIP model is also developed. To illustrate the application of the new scalar multiplication operation, we propose an energy-preserving algorithm for tone mapping, which is a necessary step in image dehazing. By comparing with results using two state-of-the-art algorithms, we show that the new scalar multiplication operation is an effective tool for tone mapping. The logarithmic image processing (LIP) model is a mathematical theory providing generalized linear operations for image processing. The gigavision sensor (GVS) is a new imaging device that can be described by a statistical model. In this paper, by studying these two seemingly unrelated models, we develop a generalized LIP (GLIP) model. With the LIP model being its special case, the GLIP model not only provides new insights into the LIP model but also defines new image representations and operations for solving general image processing problems that are not necessarily related to the GVS. A new parametric LIP model is also developed. To illustrate the application of the new scalar multiplication operation, we propose an energy-preserving algorithm for tone mapping, which is a necessary step in image dehazing. By comparing with results using two state-of-the-art algorithms, we show that the new scalar multiplication operation is an effective tool for tone mapping.The logarithmic image processing (LIP) model is a mathematical theory providing generalized linear operations for image processing. The gigavision sensor (GVS) is a new imaging device that can be described by a statistical model. In this paper, by studying these two seemingly unrelated models, we develop a generalized LIP (GLIP) model. With the LIP model being its special case, the GLIP model not only provides new insights into the LIP model but also defines new image representations and operations for solving general image processing problems that are not necessarily related to the GVS. A new parametric LIP model is also developed. To illustrate the application of the new scalar multiplication operation, we propose an energy-preserving algorithm for tone mapping, which is a necessary step in image dehazing. By comparing with results using two state-of-the-art algorithms, we show that the new scalar multiplication operation is an effective tool for tone mapping. |
| Author | Guang Deng |
| Author_xml | – sequence: 1 givenname: Guang surname: Deng fullname: Deng, Guang |
| BackLink | http://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=25566807$$DView record in Pascal Francis https://www.ncbi.nlm.nih.gov/pubmed/21896389$$D View this record in MEDLINE/PubMed |
| BookMark | eNp90c9rFDEUB_AgFftD74IggyB6mfW9ySSZHGvRdWHFgu15eJN5u02ZnbTJrKB_vVl2rdBDT0ng830h-Z6KozGMLMRrhBki2E9Xi8tZBYizCrW2Bp6JE7Q1lgB1dZT3oExpsLbH4jSlWwCsFeoX4rjCxmrZ2BNxfV7MeeRIg__DfbEMa4p-utl4Vyw2tObiMgbHKflxXXwPPQ_FZ0oZhrGYbriY-zX98snn408eU4h79FI8X9GQ-NVhPRPXX79cXXwrlz_mi4vzZelqU09l0yFwUzkHjnqnFPSaCBVL5sooqi1DbUxvZCPZoWNagcmmI9l1kmwjz8SH_dy7GO63nKZ245PjYaCRwza1tqpq2yipsvz4pERAqyujJWb67hG9Dds45nfs5gHKPC6jtwe07Tbct3fRbyj-bv_9bAbvD4CSo2EVaXQ-_XdKad2AyQ72zsWQUuTVA0FodyW3ueR2V3J7KDlH9KOI8xNNuYQpkh-eCr7ZBz0zP9yjARpdg_wLz3SxQQ |
| CODEN | IIPRE4 |
| CitedBy_id | crossref_primary_10_1016_j_dsp_2013_07_001 crossref_primary_10_4316_AECE_2013_02016 crossref_primary_10_3390_s21082625 crossref_primary_10_1186_s13634_016_0366_7 crossref_primary_10_1109_TIP_2012_2226735 crossref_primary_10_1007_s10851_015_0619_3 crossref_primary_10_1587_transinf_E96_D_2437 crossref_primary_10_3390_s21144857 crossref_primary_10_1007_s10851_016_0687_z crossref_primary_10_1007_s11432_014_5143_3 |
| Cites_doi | 10.1016/S0165-1684(97)00011-X 10.1109/83.370681 10.1109/PROC.1968.6570 10.1364/JOSAA.7.002032 10.1109/ICCV.2009.5459251 10.1109/ICDSP.1997.627976 10.1109/TIP.2009.2016796 10.1023/A:1008277328822 10.1109/TIP.2006.881967 10.1109/TSMCB.2007.909440 10.1109/TIP.2010.2092441 10.1016/0165-1684(94)00102-6 10.1109/ICASSP.2009.4959778 10.1111/j.1365-2818.1994.tb04321.x 10.1111/j.1365-2818.1988.tb04559.x 10.5566/ias.v21.p121-125 10.1111/j.1365-2818.1989.tb02904.x 10.1155/2007/36105 |
| ContentType | Journal Article |
| Copyright | 2015 INIST-CNRS Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Mar 2012 |
| Copyright_xml | – notice: 2015 INIST-CNRS – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Mar 2012 |
| DBID | 97E RIA RIE AAYXX CITATION IQODW NPM 7SC 7SP 8FD JQ2 L7M L~C L~D F28 FR3 7X8 |
| DOI | 10.1109/TIP.2011.2166970 |
| DatabaseName | IEEE All-Society Periodicals Package (ASPP) 2005–Present IEEE All-Society Periodicals Package (ASPP) 1998–Present IEEE Electronic Library (IEL) CrossRef Pascal-Francis PubMed Computer and Information Systems Abstracts Electronics & Communications Abstracts Technology Research Database ProQuest Computer Science Collection Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional ANTE: Abstracts in New Technology & Engineering Engineering Research Database MEDLINE - Academic |
| DatabaseTitle | CrossRef PubMed Technology Research Database Computer and Information Systems Abstracts – Academic Electronics & Communications Abstracts ProQuest Computer Science Collection Computer and Information Systems Abstracts Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Professional Engineering Research Database ANTE: Abstracts in New Technology & Engineering MEDLINE - Academic |
| DatabaseTitleList | MEDLINE - Academic PubMed Technology Research Database Technology Research Database |
| Database_xml | – sequence: 1 dbid: NPM name: PubMed url: http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 2 dbid: RIE name: IEEE Electronic Library (IEL) url: https://ieeexplore.ieee.org/ sourceTypes: Publisher – sequence: 3 dbid: 7X8 name: MEDLINE - Academic url: https://search.proquest.com/medline sourceTypes: Aggregation Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Applied Sciences Engineering |
| EISSN | 1941-0042 |
| EndPage | 1414 |
| ExternalDocumentID | 2589014351 21896389 25566807 10_1109_TIP_2011_2166970 6008640 |
| Genre | orig-research Letter Correspondence |
| GroupedDBID | --- -~X .DC 0R~ 29I 4.4 53G 5GY 5VS 6IK 97E AAJGR AARMG AASAJ AAWTH ABAZT ABFSI ABQJQ ABVLG ACGFO ACGFS ACIWK AENEX AETIX AGQYO AGSQL AHBIQ AI. AIBXA AKJIK AKQYR ALLEH ALMA_UNASSIGNED_HOLDINGS ASUFR ATWAV BEFXN BFFAM BGNUA BKEBE BPEOZ CS3 DU5 E.L EBS EJD F5P HZ~ H~9 ICLAB IFIPE IFJZH IPLJI JAVBF LAI M43 MS~ O9- OCL P2P RIA RIE RNS TAE TN5 VH1 AAYXX CITATION AAYOK IQODW RIG NPM 7SC 7SP 8FD JQ2 L7M L~C L~D F28 FR3 7X8 |
| ID | FETCH-LOGICAL-c474t-8b10e82cc0cadc550d6aa15e3ee275a49e0477d7383ec1ceaf070d6ba3bb3a983 |
| IEDL.DBID | RIE |
| ISICitedReferencesCount | 17 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000300510800040&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 1057-7149 1941-0042 |
| IngestDate | Sat Sep 27 23:09:55 EDT 2025 Sat Sep 27 23:18:52 EDT 2025 Sun Nov 30 05:29:32 EST 2025 Mon Jul 21 06:06:02 EDT 2025 Wed Apr 02 08:12:31 EDT 2025 Sat Nov 29 03:20:47 EST 2025 Tue Nov 18 22:28:51 EST 2025 Tue Aug 26 16:57:54 EDT 2025 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 3 |
| Keywords | State of the art Multiplication Logarithmic function Image processing Measurement sensor Imager Generalized linear system (GLS) Signal representation Algorithm Parametric method Linear system Tone mapping Statistical model Image representation image tone mapping logarithmic image processing (LIP) model gigavision sensor (GVS) model |
| Language | English |
| License | https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html CC BY 4.0 |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c474t-8b10e82cc0cadc550d6aa15e3ee275a49e0477d7383ec1ceaf070d6ba3bb3a983 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 ObjectType-Article-2 ObjectType-Feature-1 content type line 23 ObjectType-Correspondence-1 |
| PMID | 21896389 |
| PQID | 922013353 |
| PQPubID | 85429 |
| PageCount | 9 |
| ParticipantIDs | pascalfrancis_primary_25566807 pubmed_primary_21896389 crossref_primary_10_1109_TIP_2011_2166970 proquest_miscellaneous_922498535 proquest_journals_922013353 ieee_primary_6008640 proquest_miscellaneous_1019627631 crossref_citationtrail_10_1109_TIP_2011_2166970 |
| PublicationCentury | 2000 |
| PublicationDate | 2012-03-01 |
| PublicationDateYYYYMMDD | 2012-03-01 |
| PublicationDate_xml | – month: 03 year: 2012 text: 2012-03-01 day: 01 |
| PublicationDecade | 2010 |
| PublicationPlace | New York, NY |
| PublicationPlace_xml | – name: New York, NY – name: United States – name: New York |
| PublicationTitle | IEEE transactions on image processing |
| PublicationTitleAbbrev | TIP |
| PublicationTitleAlternate | IEEE Trans Image Process |
| PublicationYear | 2012 |
| Publisher | IEEE Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher_xml | – name: IEEE – name: Institute of Electrical and Electronics Engineers – name: The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| References | ref13 ref12 ref15 ref14 ref11 ref10 ref2 ref1 ref17 ref16 ref19 he (ref18) 2009 ref8 ref7 ref9 ref4 ref3 ref6 ref5 |
| References_xml | – ident: ref4 doi: 10.1016/S0165-1684(97)00011-X – ident: ref5 doi: 10.1109/83.370681 – ident: ref2 doi: 10.1109/PROC.1968.6570 – ident: ref19 doi: 10.1364/JOSAA.7.002032 – ident: ref17 doi: 10.1109/ICCV.2009.5459251 – ident: ref3 doi: 10.1109/ICDSP.1997.627976 – ident: ref13 doi: 10.1109/TIP.2009.2016796 – ident: ref8 doi: 10.1023/A:1008277328822 – ident: ref12 doi: 10.1109/TIP.2006.881967 – ident: ref15 doi: 10.1109/TSMCB.2007.909440 – ident: ref14 doi: 10.1109/TIP.2010.2092441 – ident: ref6 doi: 10.1016/0165-1684(94)00102-6 – ident: ref16 doi: 10.1109/ICASSP.2009.4959778 – start-page: 1956 year: 2009 ident: ref18 article-title: Single image haze removal using dark channel prior publication-title: Proc IEEE Int Conf Comput Vis Pattern Recognit – ident: ref9 doi: 10.1111/j.1365-2818.1994.tb04321.x – ident: ref1 doi: 10.1111/j.1365-2818.1988.tb04559.x – ident: ref10 doi: 10.5566/ias.v21.p121-125 – ident: ref7 doi: 10.1111/j.1365-2818.1989.tb02904.x – ident: ref11 doi: 10.1155/2007/36105 |
| SSID | ssj0014516 |
| Score | 2.1680937 |
| Snippet | The logarithmic image processing (LIP) model is a mathematical theory providing generalized linear operations for image processing. The gigavision sensor (GVS)... |
| SourceID | proquest pubmed pascalfrancis crossref ieee |
| SourceType | Aggregation Database Index Database Enrichment Source Publisher |
| StartPage | 1406 |
| SubjectTerms | Algorithms Applied sciences Exact sciences and technology Generalized linear system (GLS) gigavision sensor (GVS) model Histograms Image edge detection Image processing image tone mapping Information, signal and communications theory Linear systems logarithmic image processing (LIP) model Mapping Mathematical model Mathematical models Multiplication Numerical models Scalars Sensors Signal and communications theory Signal processing Signal representation. Spectral analysis Signal, noise Studies Telecommunications and information theory Transforms |
| Title | A Generalized Logarithmic Image Processing Model Based on the Gigavision Sensor Model |
| URI | https://ieeexplore.ieee.org/document/6008640 https://www.ncbi.nlm.nih.gov/pubmed/21896389 https://www.proquest.com/docview/922013353 https://www.proquest.com/docview/1019627631 https://www.proquest.com/docview/922498535 |
| Volume | 21 |
| WOSCitedRecordID | wos000300510800040&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVIEE databaseName: IEEE Electronic Library (IEL) customDbUrl: eissn: 1941-0042 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0014516 issn: 1057-7149 databaseCode: RIE dateStart: 19920101 isFulltext: true titleUrlDefault: https://ieeexplore.ieee.org/ providerName: IEEE |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3da9RAEB9q8UEfrLZ-xOqxgi-C8ZJssh-PVawWSinYyr2F_ZirB21SLnd98K93NtmLFqzgW2Anm01-M7szmS-At-jJSpbCp0KXPC0LW6VWo0jdXHtpUeWuL6X0_VienKjZTJ9uwfsxFwYR--Az_BAue1--b906_CqbiqCAl2Sg35NSDLlao8cgNJztPZuVTCWp_RuXZKanZ0enQ63OIhdCy6wvAKwC5-lbp1HfXiUER5qOvs98aGxxt-bZn0CHO_-39sfwKGqa7GBgjSewhc0u7EStk0WZ7nbh4R8lCffg_IDFStSLn0R23F6QMb36cbVw7OiK9h4WMwuImIU-apfsI52DnrUNI1WSfVlcmCFdnX0jA7ldDkRP4fzw89mnr2lsvZC6UparVNk8Q1U4lznjHVkxXhiTV8gRC1mZUmNWSukl2bfocodmTluHF9Zwa7nRij-D7aZt8AUwpT1H5a01NDNybkSunKyk064oua0SmG4gqF2sSx7aY1zWvX2S6ZrwqwN-dcQvgXfjHddDTY5_0O4FLEa6CEMCk1soj-OhIptQmUxgfwN7HaW6q3VBU3Ne8QTejKMkjsHHYhps112ImAvtjATPE2B30NA0pSY1iV79-cBQvx8f-fLl35e9Dw9oBcUQA_cKtlfLNb6G--5mteiWExKLmZr0YvELEXUGQg |
| linkProvider | IEEE |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1Lb9QwEB5VBQk4UGh5hEIxEhck0k1ix49jQZSuWFaV2KLeIr-2rNQmaLPLgV_POPEGKlEkbpE8cZx8M_ZM5gXw2ju0kgV3KVeMpqwwZWqU56mdKyeMl7ntSil9nYjpVJ6fq9MteDvkwnjvu-AzfxguO1--a-w6_Cob8aCAMzTQb5WMFVmfrTX4DELL2c63WYpUoOK_cUpmajQbn_bVOouccyWyrgSwDLynrp1HXYOVEB6pW_xC8761xc26Z3cGHe_83-ofwP2oa5Kjnjkewpavd2En6p0kSnW7C_f-KEq4B2dHJNaiXvxEsklzgeb06tvVwpLxFe4-JOYWIDEJndQuyTs8CR1paoLKJPm4uNB9wjr5giZys-yJHsHZ8YfZ-5M0Nl9ILRNslUqTZ14W1mZWO4t2jONa56Wn3hei1Ez5jAnhBFq43ubW6zluHo4bTY2hWkn6GLbrpvZPgUjlqJfOGI0ze0o1z6UVpbDKFoyaMoHRBoLKxsrkoUHGZdVZKJmqEL8q4FdF_BJ4M9zxva_K8Q_avYDFQBdhSODgGsrDeKjJxmUmEtjfwF5FuW4rVeDUlJY0gVfDKApk8LLo2jfrNsTMhYZGnOYJkBtocBqmUFHCV3_SM9Tvx0e-fPb3Zb-EOyezz5NqMp5-2oe7uJqij4h7Dtur5dq_gNv2x2rRLg864fgFp6YIoQ |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=A+Generalized+Logarithmic+Image+Processing+Model+Based+on+the+Gigavision+Sensor+Model&rft.jtitle=IEEE+transactions+on+image+processing&rft.au=GUANG+DENG&rft.date=2012-03-01&rft.pub=Institute+of+Electrical+and+Electronics+Engineers&rft.issn=1057-7149&rft.volume=21&rft.issue=3&rft.spage=1406&rft.epage=1414&rft_id=info:doi/10.1109%2Ftip.2011.2166970&rft.externalDBID=n%2Fa&rft.externalDocID=25566807 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1057-7149&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1057-7149&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1057-7149&client=summon |