Document (#12928)

Author

Holt, B.
Hartwick, L.

Title

Retrieving art images by image content : the UC Davis QBIC project

Source

Electronic library and visual information research: Proceedings of the First ELVIRA Conference (ELVIRA 1), Electronic Library and Visual Information Research, De Montfort University, Milton Keynes, May 1994. Ed. by M. Collier u, K. Arnold

Imprint

London : Aslib

Year

1995

Pages

S.93-100

Abstract

Research is being carried out at the University of California Davis, Department of Art and Art History, USA, to develop a image database of art slides which can be searched by content. The QBIC search software was chosen. Construction of the database involved: selection of images: scanning, and image classification. Describes how QBIC works and gives examples of typical searches. Reports on preliminary results and development plans

Form

Bilder

Object

QBIC

Similar documents (author)

1. Holt, L.: Software reviews: text database search engine (1991) 5.71

   5.7103243 = sum of:
     5.7103243 = weight(author_txt:holt in 3638) [ClassicSimilarity], result of:
       5.7103243 = fieldWeight in 3638, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.1365185 = idf(docFreq=12, maxDocs=44421)
         0.625 = fieldNorm(doc=3638)
   

2. Holt, G.E.: Public library cataloging and technical services : changing work because of computers and networks (1994) 5.71

   5.7103243 = sum of:
     5.7103243 = weight(author_txt:holt in 7977) [ClassicSimilarity], result of:
       5.7103243 = fieldWeight in 7977, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.1365185 = idf(docFreq=12, maxDocs=44421)
         0.625 = fieldNorm(doc=7977)
   

3. Holt, G.E.: Qualität durch Wandel : der Auftrag der Bibliothek im Medienzeitalter (1997) 5.71

   5.7103243 = sum of:
     5.7103243 = weight(author_txt:holt in 619) [ClassicSimilarity], result of:
       5.7103243 = fieldWeight in 619, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.1365185 = idf(docFreq=12, maxDocs=44421)
         0.625 = fieldNorm(doc=619)
   

4. Holt, B.: ¬The new edition of the UNIMARC manual and future work related to UNIMARC (1997) 5.71

   5.7103243 = sum of:
     5.7103243 = weight(author_txt:holt in 715) [ClassicSimilarity], result of:
       5.7103243 = fieldWeight in 715, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.1365185 = idf(docFreq=12, maxDocs=44421)
         0.625 = fieldNorm(doc=715)
   

5. Holt, B.: Presentation of UNIMARC on the Web : new fields, including the one for electronic resources (1999) 5.71

   5.7103243 = sum of:
     5.7103243 = weight(author_txt:holt in 20) [ClassicSimilarity], result of:
       5.7103243 = fieldWeight in 20, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.1365185 = idf(docFreq=12, maxDocs=44421)
         0.625 = fieldNorm(doc=20)
   

Similar documents (content)

1. Holt, B.; Hartwick, L.: Retrieving art images by image content : the UC Davis QBIC project (1994) 0.60

   0.59627086 = sum of:
     0.59627086 = product of:
       1.4906771 = sum of:
         0.044925604 = weight(abstract_txt:construction in 1514) [ClassicSimilarity], result of:
           0.044925604 = score(doc=1514,freq=1.0), product of:
             0.075346045 = queryWeight, product of:
               1.0928094 = boost
               5.4514923 = idf(docFreq=517, maxDocs=44421)
               0.012647382 = queryNorm
             0.596257 = fieldWeight in 1514, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.4514923 = idf(docFreq=517, maxDocs=44421)
               0.109375 = fieldNorm(doc=1514)
         0.06648951 = weight(abstract_txt:department in 1514) [ClassicSimilarity], result of:
           0.06648951 = score(doc=1514,freq=1.0), product of:
             0.0978513 = queryWeight, product of:
               1.2453674 = boost
               6.2125297 = idf(docFreq=241, maxDocs=44421)
               0.012647382 = queryNorm
             0.67949545 = fieldWeight in 1514, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.2125297 = idf(docFreq=241, maxDocs=44421)
               0.109375 = fieldNorm(doc=1514)
         0.07083016 = weight(abstract_txt:preliminary in 1514) [ClassicSimilarity], result of:
           0.07083016 = score(doc=1514,freq=1.0), product of:
             0.10206496 = queryWeight, product of:
               1.2718987 = boost
               6.3448815 = idf(docFreq=211, maxDocs=44421)
               0.012647382 = queryNorm
             0.6939714 = fieldWeight in 1514, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.3448815 = idf(docFreq=211, maxDocs=44421)
               0.109375 = fieldNorm(doc=1514)
         0.07196059 = weight(abstract_txt:retrieving in 1514) [ClassicSimilarity], result of:
           0.07196059 = score(doc=1514,freq=1.0), product of:
             0.10314804 = queryWeight, product of:
               1.2786294 = boost
               6.3784575 = idf(docFreq=204, maxDocs=44421)
               0.012647382 = queryNorm
             0.6976438 = fieldWeight in 1514, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.3784575 = idf(docFreq=204, maxDocs=44421)
               0.109375 = fieldNorm(doc=1514)
         0.088206 = weight(abstract_txt:california in 1514) [ClassicSimilarity], result of:
           0.088206 = score(doc=1514,freq=1.0), product of:
             0.1181399 = queryWeight, product of:
               1.3683982 = boost
               6.82627 = idf(docFreq=130, maxDocs=44421)
               0.012647382 = queryNorm
             0.7466233 = fieldWeight in 1514, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.82627 = idf(docFreq=130, maxDocs=44421)
               0.109375 = fieldNorm(doc=1514)
         0.04049342 = weight(abstract_txt:content in 1514) [ClassicSimilarity], result of:
           0.04049342 = score(doc=1514,freq=1.0), product of:
             0.08857901 = queryWeight, product of:
               1.6756935 = boost
               4.1796083 = idf(docFreq=1847, maxDocs=44421)
               0.012647382 = queryNorm
             0.45714468 = fieldWeight in 1514, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.1796083 = idf(docFreq=1847, maxDocs=44421)
               0.109375 = fieldNorm(doc=1514)
         0.043527305 = weight(abstract_txt:database in 1514) [ClassicSimilarity], result of:
           0.043527305 = score(doc=1514,freq=1.0), product of:
             0.09294992 = queryWeight, product of:
               1.716539 = boost
               4.2814875 = idf(docFreq=1668, maxDocs=44421)
               0.012647382 = queryNorm
             0.4682877 = fieldWeight in 1514, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.2814875 = idf(docFreq=1668, maxDocs=44421)
               0.109375 = fieldNorm(doc=1514)
         0.12547408 = weight(abstract_txt:images in 1514) [ClassicSimilarity], result of:
           0.12547408 = score(doc=1514,freq=2.0), product of:
             0.14942865 = queryWeight, product of:
               2.1764371 = boost
               5.428591 = idf(docFreq=529, maxDocs=44421)
               0.012647382 = queryNorm
             0.8396923 = fieldWeight in 1514, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.428591 = idf(docFreq=529, maxDocs=44421)
               0.109375 = fieldNorm(doc=1514)
         0.12920564 = weight(abstract_txt:image in 1514) [ClassicSimilarity], result of:
           0.12920564 = score(doc=1514,freq=1.0), product of:
             0.21976537 = queryWeight, product of:
               3.2326183 = boost
               5.375318 = idf(docFreq=558, maxDocs=44421)
               0.012647382 = queryNorm
             0.58792543 = fieldWeight in 1514, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.375318 = idf(docFreq=558, maxDocs=44421)
               0.109375 = fieldNorm(doc=1514)
         0.8095647 = weight(abstract_txt:qbic in 1514) [ClassicSimilarity], result of:
           0.8095647 = score(doc=1514,freq=1.0), product of:
             0.7469175 = queryWeight, product of:
               5.959518 = boost
               9.909708 = idf(docFreq=5, maxDocs=44421)
               0.012647382 = queryNorm
             1.0838743 = fieldWeight in 1514, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.909708 = idf(docFreq=5, maxDocs=44421)
               0.109375 = fieldNorm(doc=1514)
       0.4 = coord(10/25)
   

2. Jascó, P.: Searching for images on the Web : pt.2 (1997) 0.19

   0.18531644 = sum of:
     0.18531644 = product of:
       1.5443038 = sum of:
         0.12674797 = weight(abstract_txt:images in 548) [ClassicSimilarity], result of:
           0.12674797 = score(doc=548,freq=1.0), product of:
             0.14942865 = queryWeight, product of:
               2.1764371 = boost
               5.428591 = idf(docFreq=529, maxDocs=44421)
               0.012647382 = queryNorm
             0.8482173 = fieldWeight in 548, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.428591 = idf(docFreq=529, maxDocs=44421)
               0.15625 = fieldNorm(doc=548)
         0.26103482 = weight(abstract_txt:image in 548) [ClassicSimilarity], result of:
           0.26103482 = score(doc=548,freq=2.0), product of:
             0.21976537 = queryWeight, product of:
               3.2326183 = boost
               5.375318 = idf(docFreq=558, maxDocs=44421)
               0.012647382 = queryNorm
             1.1877887 = fieldWeight in 548, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.375318 = idf(docFreq=558, maxDocs=44421)
               0.15625 = fieldNorm(doc=548)
         1.156521 = weight(abstract_txt:qbic in 548) [ClassicSimilarity], result of:
           1.156521 = score(doc=548,freq=1.0), product of:
             0.7469175 = queryWeight, product of:
               5.959518 = boost
               9.909708 = idf(docFreq=5, maxDocs=44421)
               0.012647382 = queryNorm
             1.5483918 = fieldWeight in 548, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.909708 = idf(docFreq=5, maxDocs=44421)
               0.15625 = fieldNorm(doc=548)
       0.12 = coord(3/25)
   

3. Picture content retrieval (1996) 0.14

   0.14163874 = sum of:
     0.14163874 = product of:
       1.1803229 = sum of:
         0.046278194 = weight(abstract_txt:content in 44) [ClassicSimilarity], result of:
           0.046278194 = score(doc=44,freq=1.0), product of:
             0.08857901 = queryWeight, product of:
               1.6756935 = boost
               4.1796083 = idf(docFreq=1847, maxDocs=44421)
               0.012647382 = queryNorm
             0.52245104 = fieldWeight in 44, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.1796083 = idf(docFreq=1847, maxDocs=44421)
               0.125 = fieldNorm(doc=44)
         0.20882785 = weight(abstract_txt:image in 44) [ClassicSimilarity], result of:
           0.20882785 = score(doc=44,freq=2.0), product of:
             0.21976537 = queryWeight, product of:
               3.2326183 = boost
               5.375318 = idf(docFreq=558, maxDocs=44421)
               0.012647382 = queryNorm
             0.95023096 = fieldWeight in 44, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.375318 = idf(docFreq=558, maxDocs=44421)
               0.125 = fieldNorm(doc=44)
         0.9252168 = weight(abstract_txt:qbic in 44) [ClassicSimilarity], result of:
           0.9252168 = score(doc=44,freq=1.0), product of:
             0.7469175 = queryWeight, product of:
               5.959518 = boost
               9.909708 = idf(docFreq=5, maxDocs=44421)
               0.012647382 = queryNorm
             1.2387135 = fieldWeight in 44, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.909708 = idf(docFreq=5, maxDocs=44421)
               0.125 = fieldNorm(doc=44)
       0.12 = coord(3/25)
   

4. Kassler, H.: ¬The search engines and beyond conference (1998) 0.13

   0.13429902 = sum of:
     0.13429902 = product of:
       1.1191586 = sum of:
         0.046278194 = weight(abstract_txt:content in 3884) [ClassicSimilarity], result of:
           0.046278194 = score(doc=3884,freq=1.0), product of:
             0.08857901 = queryWeight, product of:
               1.6756935 = boost
               4.1796083 = idf(docFreq=1847, maxDocs=44421)
               0.012647382 = queryNorm
             0.52245104 = fieldWeight in 3884, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.1796083 = idf(docFreq=1847, maxDocs=44421)
               0.125 = fieldNorm(doc=3884)
         0.1476636 = weight(abstract_txt:image in 3884) [ClassicSimilarity], result of:
           0.1476636 = score(doc=3884,freq=1.0), product of:
             0.21976537 = queryWeight, product of:
               3.2326183 = boost
               5.375318 = idf(docFreq=558, maxDocs=44421)
               0.012647382 = queryNorm
             0.67191476 = fieldWeight in 3884, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.375318 = idf(docFreq=558, maxDocs=44421)
               0.125 = fieldNorm(doc=3884)
         0.9252168 = weight(abstract_txt:qbic in 3884) [ClassicSimilarity], result of:
           0.9252168 = score(doc=3884,freq=1.0), product of:
             0.7469175 = queryWeight, product of:
               5.959518 = boost
               9.909708 = idf(docFreq=5, maxDocs=44421)
               0.012647382 = queryNorm
             1.2387135 = fieldWeight in 3884, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.909708 = idf(docFreq=5, maxDocs=44421)
               0.125 = fieldNorm(doc=3884)
       0.12 = coord(3/25)
   

5. Murdoch, J.; Newton, R.; Anderson, D.: Aberdeen Art Gallery Image Database Project : a prototype project to create and maintain a low-cost art image database (1996) 0.10

   0.10216355 = sum of:
     0.10216355 = product of:
       0.42568147 = sum of:
         0.03336599 = weight(abstract_txt:involved in 53) [ClassicSimilarity], result of:
           0.03336599 = score(doc=53,freq=1.0), product of:
             0.06848021 = queryWeight, product of:
               1.0418297 = boost
               5.1971793 = idf(docFreq=667, maxDocs=44421)
               0.012647382 = queryNorm
             0.48723555 = fieldWeight in 53, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.1971793 = idf(docFreq=667, maxDocs=44421)
               0.09375 = fieldNorm(doc=53)
         0.033924848 = weight(abstract_txt:works in 53) [ClassicSimilarity], result of:
           0.033924848 = score(doc=53,freq=1.0), product of:
             0.06924275 = queryWeight, product of:
               1.0476141 = boost
               5.226035 = idf(docFreq=648, maxDocs=44421)
               0.012647382 = queryNorm
             0.4899408 = fieldWeight in 53, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.226035 = idf(docFreq=648, maxDocs=44421)
               0.09375 = fieldNorm(doc=53)
         0.036915895 = weight(abstract_txt:selection in 53) [ClassicSimilarity], result of:
           0.036915895 = score(doc=53,freq=1.0), product of:
             0.073255114 = queryWeight, product of:
               1.0775394 = boost
               5.375318 = idf(docFreq=558, maxDocs=44421)
               0.012647382 = queryNorm
             0.50393605 = fieldWeight in 53, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.375318 = idf(docFreq=558, maxDocs=44421)
               0.09375 = fieldNorm(doc=53)
         0.06503285 = weight(abstract_txt:typical in 53) [ClassicSimilarity], result of:
           0.06503285 = score(doc=53,freq=1.0), product of:
             0.10685238 = queryWeight, product of:
               1.3013865 = boost
               6.4919815 = idf(docFreq=182, maxDocs=44421)
               0.012647382 = queryNorm
             0.60862327 = fieldWeight in 53, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.4919815 = idf(docFreq=182, maxDocs=44421)
               0.09375 = fieldNorm(doc=53)
         0.064621285 = weight(abstract_txt:database in 53) [ClassicSimilarity], result of:
           0.064621285 = score(doc=53,freq=3.0), product of:
             0.09294992 = queryWeight, product of:
               1.716539 = boost
               4.2814875 = idf(docFreq=1668, maxDocs=44421)
               0.012647382 = queryNorm
             0.6952269 = fieldWeight in 53, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.2814875 = idf(docFreq=1668, maxDocs=44421)
               0.09375 = fieldNorm(doc=53)
         0.19182062 = weight(abstract_txt:image in 53) [ClassicSimilarity], result of:
           0.19182062 = score(doc=53,freq=3.0), product of:
             0.21976537 = queryWeight, product of:
               3.2326183 = boost
               5.375318 = idf(docFreq=558, maxDocs=44421)
               0.012647382 = queryNorm
             0.87284285 = fieldWeight in 53, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               5.375318 = idf(docFreq=558, maxDocs=44421)
               0.09375 = fieldNorm(doc=53)
       0.24 = coord(6/25)