Document (#12929)

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

   5.7074614 = sum of:
     5.7074614 = weight(author_txt:holt in 3639) [ClassicSimilarity], result of:
       5.7074614 = fieldWeight in 3639, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.131938 = idf(docFreq=12, maxDocs=44218)
         0.625 = fieldNorm(doc=3639)
   

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

   5.7074614 = sum of:
     5.7074614 = weight(author_txt:holt in 7978) [ClassicSimilarity], result of:
       5.7074614 = fieldWeight in 7978, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.131938 = idf(docFreq=12, maxDocs=44218)
         0.625 = fieldNorm(doc=7978)
   

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

   5.7074614 = sum of:
     5.7074614 = weight(author_txt:holt in 7550) [ClassicSimilarity], result of:
       5.7074614 = fieldWeight in 7550, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.131938 = idf(docFreq=12, maxDocs=44218)
         0.625 = fieldNorm(doc=7550)
   

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

   5.7074614 = sum of:
     5.7074614 = weight(author_txt:holt in 7646) [ClassicSimilarity], result of:
       5.7074614 = fieldWeight in 7646, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.131938 = idf(docFreq=12, maxDocs=44218)
         0.625 = fieldNorm(doc=7646)
   

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

   5.7074614 = sum of:
     5.7074614 = weight(author_txt:holt in 6020) [ClassicSimilarity], result of:
       5.7074614 = fieldWeight in 6020, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         9.131938 = idf(docFreq=12, maxDocs=44218)
         0.625 = fieldNorm(doc=6020)
   

Similar documents (content)

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

   0.5961412 = sum of:
     0.5961412 = product of:
       1.490353 = sum of:
         0.045039933 = weight(abstract_txt:construction in 1446) [ClassicSimilarity], result of:
           0.045039933 = score(doc=1446,freq=1.0), product of:
             0.075493865 = queryWeight, product of:
               1.0936488 = boost
               5.4546638 = idf(docFreq=513, maxDocs=44218)
               0.012655106 = queryNorm
             0.5966039 = fieldWeight in 1446, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.4546638 = idf(docFreq=513, maxDocs=44218)
               0.109375 = fieldNorm(doc=1446)
         0.06639544 = weight(abstract_txt:department in 1446) [ClassicSimilarity], result of:
           0.06639544 = score(doc=1446,freq=1.0), product of:
             0.09778495 = queryWeight, product of:
               1.244681 = boost
               6.2079496 = idf(docFreq=241, maxDocs=44218)
               0.012655106 = queryNorm
             0.6789945 = fieldWeight in 1446, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.2079496 = idf(docFreq=241, maxDocs=44218)
               0.109375 = fieldNorm(doc=1446)
         0.07073322 = weight(abstract_txt:preliminary in 1446) [ClassicSimilarity], result of:
           0.07073322 = score(doc=1446,freq=1.0), product of:
             0.101998895 = queryWeight, product of:
               1.2712172 = boost
               6.340301 = idf(docFreq=211, maxDocs=44218)
               0.012655106 = queryNorm
             0.6934704 = fieldWeight in 1446, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.340301 = idf(docFreq=211, maxDocs=44218)
               0.109375 = fieldNorm(doc=1446)
         0.07219503 = weight(abstract_txt:retrieving in 1446) [ClassicSimilarity], result of:
           0.07219503 = score(doc=1446,freq=1.0), product of:
             0.10339941 = queryWeight, product of:
               1.2799149 = boost
               6.3836813 = idf(docFreq=202, maxDocs=44218)
               0.012655106 = queryNorm
             0.6982151 = fieldWeight in 1446, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.3836813 = idf(docFreq=202, maxDocs=44218)
               0.109375 = fieldNorm(doc=1446)
         0.08809875 = weight(abstract_txt:california in 1446) [ClassicSimilarity], result of:
           0.08809875 = score(doc=1446,freq=1.0), product of:
             0.118075475 = queryWeight, product of:
               1.3677348 = boost
               6.82169 = idf(docFreq=130, maxDocs=44218)
               0.012655106 = queryNorm
             0.74612236 = fieldWeight in 1446, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.82169 = idf(docFreq=130, maxDocs=44218)
               0.109375 = fieldNorm(doc=1446)
         0.04053448 = weight(abstract_txt:content in 1446) [ClassicSimilarity], result of:
           0.04053448 = score(doc=1446,freq=1.0), product of:
             0.08866242 = queryWeight, product of:
               1.6761267 = boost
               4.17991 = idf(docFreq=1838, maxDocs=44218)
               0.012655106 = queryNorm
             0.45717767 = fieldWeight in 1446, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.17991 = idf(docFreq=1838, maxDocs=44218)
               0.109375 = fieldNorm(doc=1446)
         0.043513797 = weight(abstract_txt:database in 1446) [ClassicSimilarity], result of:
           0.043513797 = score(doc=1446,freq=1.0), product of:
             0.09295537 = queryWeight, product of:
               1.7162253 = boost
               4.2799077 = idf(docFreq=1663, maxDocs=44218)
               0.012655106 = queryNorm
             0.4681149 = fieldWeight in 1446, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.2799077 = idf(docFreq=1663, maxDocs=44218)
               0.109375 = fieldNorm(doc=1446)
         0.1255186 = weight(abstract_txt:images in 1446) [ClassicSimilarity], result of:
           0.1255186 = score(doc=1446,freq=2.0), product of:
             0.1495037 = queryWeight, product of:
               2.1765218 = boost
               5.427791 = idf(docFreq=527, maxDocs=44218)
               0.012655106 = queryNorm
             0.8395686 = fieldWeight in 1446, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.427791 = idf(docFreq=527, maxDocs=44218)
               0.109375 = fieldNorm(doc=1446)
         0.12923676 = weight(abstract_txt:image in 1446) [ClassicSimilarity], result of:
           0.12923676 = score(doc=1446,freq=1.0), product of:
             0.21985903 = queryWeight, product of:
               3.2326214 = boost
               5.374322 = idf(docFreq=556, maxDocs=44218)
               0.012655106 = queryNorm
             0.5878165 = fieldWeight in 1446, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.374322 = idf(docFreq=556, maxDocs=44218)
               0.109375 = fieldNorm(doc=1446)
         0.809087 = weight(abstract_txt:qbic in 1446) [ClassicSimilarity], result of:
           0.809087 = score(doc=1446,freq=1.0), product of:
             0.74682194 = queryWeight, product of:
               5.9578724 = boost
               9.905128 = idf(docFreq=5, maxDocs=44218)
               0.012655106 = queryNorm
             1.0833733 = fieldWeight in 1446, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.905128 = idf(docFreq=5, maxDocs=44218)
               0.109375 = fieldNorm(doc=1446)
       0.4 = coord(10/25)
   

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

   0.18524748 = sum of:
     0.18524748 = product of:
       1.5437291 = sum of:
         0.12679294 = weight(abstract_txt:images in 548) [ClassicSimilarity], result of:
           0.12679294 = score(doc=548,freq=1.0), product of:
             0.1495037 = queryWeight, product of:
               2.1765218 = boost
               5.427791 = idf(docFreq=527, maxDocs=44218)
               0.012655106 = queryNorm
             0.8480924 = fieldWeight in 548, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.427791 = idf(docFreq=527, maxDocs=44218)
               0.15625 = fieldNorm(doc=548)
         0.2610977 = weight(abstract_txt:image in 548) [ClassicSimilarity], result of:
           0.2610977 = score(doc=548,freq=2.0), product of:
             0.21985903 = queryWeight, product of:
               3.2326214 = boost
               5.374322 = idf(docFreq=556, maxDocs=44218)
               0.012655106 = queryNorm
             1.1875687 = fieldWeight in 548, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.374322 = idf(docFreq=556, maxDocs=44218)
               0.15625 = fieldNorm(doc=548)
         1.1558385 = weight(abstract_txt:qbic in 548) [ClassicSimilarity], result of:
           1.1558385 = score(doc=548,freq=1.0), product of:
             0.74682194 = queryWeight, product of:
               5.9578724 = boost
               9.905128 = idf(docFreq=5, maxDocs=44218)
               0.012655106 = queryNorm
             1.5476762 = fieldWeight in 548, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.905128 = idf(docFreq=5, maxDocs=44218)
               0.15625 = fieldNorm(doc=548)
       0.12 = coord(3/25)
   

3. Picture content retrieval (1996) 0.14

   0.14158489 = sum of:
     0.14158489 = product of:
       1.1798741 = sum of:
         0.04632512 = weight(abstract_txt:content in 6975) [ClassicSimilarity], result of:
           0.04632512 = score(doc=6975,freq=1.0), product of:
             0.08866242 = queryWeight, product of:
               1.6761267 = boost
               4.17991 = idf(docFreq=1838, maxDocs=44218)
               0.012655106 = queryNorm
             0.5224888 = fieldWeight in 6975, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.17991 = idf(docFreq=1838, maxDocs=44218)
               0.125 = fieldNorm(doc=6975)
         0.20887814 = weight(abstract_txt:image in 6975) [ClassicSimilarity], result of:
           0.20887814 = score(doc=6975,freq=2.0), product of:
             0.21985903 = queryWeight, product of:
               3.2326214 = boost
               5.374322 = idf(docFreq=556, maxDocs=44218)
               0.012655106 = queryNorm
             0.9500549 = fieldWeight in 6975, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.374322 = idf(docFreq=556, maxDocs=44218)
               0.125 = fieldNorm(doc=6975)
         0.9246708 = weight(abstract_txt:qbic in 6975) [ClassicSimilarity], result of:
           0.9246708 = score(doc=6975,freq=1.0), product of:
             0.74682194 = queryWeight, product of:
               5.9578724 = boost
               9.905128 = idf(docFreq=5, maxDocs=44218)
               0.012655106 = queryNorm
             1.238141 = fieldWeight in 6975, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.905128 = idf(docFreq=5, maxDocs=44218)
               0.125 = fieldNorm(doc=6975)
       0.12 = coord(3/25)
   

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

   0.1342434 = sum of:
     0.1342434 = product of:
       1.118695 = sum of:
         0.04632512 = weight(abstract_txt:content in 2884) [ClassicSimilarity], result of:
           0.04632512 = score(doc=2884,freq=1.0), product of:
             0.08866242 = queryWeight, product of:
               1.6761267 = boost
               4.17991 = idf(docFreq=1838, maxDocs=44218)
               0.012655106 = queryNorm
             0.5224888 = fieldWeight in 2884, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.17991 = idf(docFreq=1838, maxDocs=44218)
               0.125 = fieldNorm(doc=2884)
         0.14769915 = weight(abstract_txt:image in 2884) [ClassicSimilarity], result of:
           0.14769915 = score(doc=2884,freq=1.0), product of:
             0.21985903 = queryWeight, product of:
               3.2326214 = boost
               5.374322 = idf(docFreq=556, maxDocs=44218)
               0.012655106 = queryNorm
             0.67179024 = fieldWeight in 2884, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.374322 = idf(docFreq=556, maxDocs=44218)
               0.125 = fieldNorm(doc=2884)
         0.9246708 = weight(abstract_txt:qbic in 2884) [ClassicSimilarity], result of:
           0.9246708 = score(doc=2884,freq=1.0), product of:
             0.74682194 = queryWeight, product of:
               5.9578724 = boost
               9.905128 = idf(docFreq=5, maxDocs=44218)
               0.012655106 = queryNorm
             1.238141 = fieldWeight in 2884, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.905128 = idf(docFreq=5, maxDocs=44218)
               0.125 = fieldNorm(doc=2884)
       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

   0.10229111 = sum of:
     0.10229111 = product of:
       0.42621297 = sum of:
         0.03333321 = weight(abstract_txt:involved in 6984) [ClassicSimilarity], result of:
           0.03333321 = score(doc=6984,freq=1.0), product of:
             0.06845352 = queryWeight, product of:
               1.0414057 = boost
               5.194097 = idf(docFreq=666, maxDocs=44218)
               0.012655106 = queryNorm
             0.48694658 = fieldWeight in 6984, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.194097 = idf(docFreq=666, maxDocs=44218)
               0.09375 = fieldNorm(doc=6984)
         0.034135114 = weight(abstract_txt:works in 6984) [ClassicSimilarity], result of:
           0.034135114 = score(doc=6984,freq=1.0), product of:
             0.069547035 = queryWeight, product of:
               1.0496907 = boost
               5.2354193 = idf(docFreq=639, maxDocs=44218)
               0.012655106 = queryNorm
             0.49082056 = fieldWeight in 6984, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.2354193 = idf(docFreq=639, maxDocs=44218)
               0.09375 = fieldNorm(doc=6984)
         0.036998983 = weight(abstract_txt:selection in 6984) [ClassicSimilarity], result of:
           0.036998983 = score(doc=6984,freq=1.0), product of:
             0.07338448 = queryWeight, product of:
               1.0782616 = boost
               5.377919 = idf(docFreq=554, maxDocs=44218)
               0.012655106 = queryNorm
             0.50417995 = fieldWeight in 6984, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.377919 = idf(docFreq=554, maxDocs=44218)
               0.09375 = fieldNorm(doc=6984)
         0.06527762 = weight(abstract_txt:typical in 6984) [ClassicSimilarity], result of:
           0.06527762 = score(doc=6984,freq=1.0), product of:
             0.10714878 = queryWeight, product of:
               1.3029138 = boost
               6.49839 = idf(docFreq=180, maxDocs=44218)
               0.012655106 = queryNorm
             0.6092241 = fieldWeight in 6984, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.49839 = idf(docFreq=180, maxDocs=44218)
               0.09375 = fieldNorm(doc=6984)
         0.06460123 = weight(abstract_txt:database in 6984) [ClassicSimilarity], result of:
           0.06460123 = score(doc=6984,freq=3.0), product of:
             0.09295537 = queryWeight, product of:
               1.7162253 = boost
               4.2799077 = idf(docFreq=1663, maxDocs=44218)
               0.012655106 = queryNorm
             0.69497037 = fieldWeight in 6984, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.2799077 = idf(docFreq=1663, maxDocs=44218)
               0.09375 = fieldNorm(doc=6984)
         0.19186683 = weight(abstract_txt:image in 6984) [ClassicSimilarity], result of:
           0.19186683 = score(doc=6984,freq=3.0), product of:
             0.21985903 = queryWeight, product of:
               3.2326214 = boost
               5.374322 = idf(docFreq=556, maxDocs=44218)
               0.012655106 = queryNorm
             0.87268114 = fieldWeight in 6984, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               5.374322 = idf(docFreq=556, maxDocs=44218)
               0.09375 = fieldNorm(doc=6984)
       0.24 = coord(6/25)