Document (#11870)

Author
Gudivada, V.N.
Raghavan, V.V.
Title
Design and evaluation of algorithms for image retrieval by spatial similarity
Source
ACM transactions on information systems. 13(1995) no.2, S.115-144
Year
1995
Abstract
A major class of the requests from image database users involves similarity based retrieval for finding images spatially similar to a query image. Proposes an algorithm for computing the spatial similarity between 2 symbolic images. A symbolic image is a logical representation of the original image where the image objects are uniquely labelled with symbolic names. The algorithm can deal with translation, scale and rotational variance in images. Compares the characteristics of the proposed algorithm with those previously available by using a testbed of images. The proposed algorithm is more efficient and provides a rank ordering consistently matching with an expert
Form
Bilder

Similar documents (author)

  1. Raghavan, K.S.: ¬The general theory of classification as the basis for structuring of subject headings (1985(?)) 5.13
    5.125237 = sum of:
      5.125237 = weight(author_txt:raghavan in 1830) [ClassicSimilarity], result of:
        5.125237 = fieldWeight in 1830, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          8.200379 = idf(docFreq=32, maxDocs=44218)
          0.625 = fieldNorm(doc=1830)
    
  2. Raghavan, K.S.: Education for knowledge organization : the Indian scene (2005) 5.13
    5.125237 = sum of:
      5.125237 = weight(author_txt:raghavan in 6738) [ClassicSimilarity], result of:
        5.125237 = fieldWeight in 6738, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          8.200379 = idf(docFreq=32, maxDocs=44218)
          0.625 = fieldNorm(doc=6738)
    
  3. Raghavan, K.S.: Education for information management as a transformation force (2013) 5.13
    5.125237 = sum of:
      5.125237 = weight(author_txt:raghavan in 937) [ClassicSimilarity], result of:
        5.125237 = fieldWeight in 937, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          8.200379 = idf(docFreq=32, maxDocs=44218)
          0.625 = fieldNorm(doc=937)
    
  4. Raghavan, K.S.: ¬The Colon Classification : a few considerations on its future (2015) 5.13
    5.125237 = sum of:
      5.125237 = weight(author_txt:raghavan in 2760) [ClassicSimilarity], result of:
        5.125237 = fieldWeight in 2760, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          8.200379 = idf(docFreq=32, maxDocs=44218)
          0.625 = fieldNorm(doc=2760)
    
  5. Raghavan, K.S.; Iyer, H.: Structuring of compound and complex subjects in social sciences : a user's survey (1978) 4.10
    4.1001897 = sum of:
      4.1001897 = weight(author_txt:raghavan in 2302) [ClassicSimilarity], result of:
        4.1001897 = fieldWeight in 2302, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          8.200379 = idf(docFreq=32, maxDocs=44218)
          0.5 = fieldNorm(doc=2302)
    

Similar documents (content)

  1. Li, Y.; Xu, S.; Luo, X.; Lin, S.: ¬A new algorithm for product image search based on salient edge characterization (2014) 0.37
    0.37480438 = sum of:
      0.37480438 = product of:
        1.0411233 = sum of:
          0.0346376 = weight(abstract_txt:matching in 1552) [ClassicSimilarity], result of:
            0.0346376 = score(doc=1552,freq=1.0), product of:
              0.09163518 = queryWeight, product of:
                1.0141472 = boost
                6.047913 = idf(docFreq=283, maxDocs=44218)
                0.014940176 = queryNorm
              0.37799457 = fieldWeight in 1552, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.047913 = idf(docFreq=283, maxDocs=44218)
                0.0625 = fieldNorm(doc=1552)
          0.04150735 = weight(abstract_txt:rank in 1552) [ClassicSimilarity], result of:
            0.04150735 = score(doc=1552,freq=1.0), product of:
              0.1033825 = queryWeight, product of:
                1.0771927 = boost
                6.4238877 = idf(docFreq=194, maxDocs=44218)
                0.014940176 = queryNorm
              0.40149298 = fieldWeight in 1552, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.4238877 = idf(docFreq=194, maxDocs=44218)
                0.0625 = fieldNorm(doc=1552)
          0.018586297 = weight(abstract_txt:retrieval in 1552) [ClassicSimilarity], result of:
            0.018586297 = score(doc=1552,freq=2.0), product of:
              0.06050979 = queryWeight, product of:
                1.1654608 = boost
                3.4751394 = idf(docFreq=3720, maxDocs=44218)
                0.014940176 = queryNorm
              0.3071618 = fieldWeight in 1552, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.4751394 = idf(docFreq=3720, maxDocs=44218)
                0.0625 = fieldNorm(doc=1552)
          0.053116627 = weight(abstract_txt:proposed in 1552) [ClassicSimilarity], result of:
            0.053116627 = score(doc=1552,freq=3.0), product of:
              0.10645195 = queryWeight, product of:
                1.5458298 = boost
                4.6093135 = idf(docFreq=1196, maxDocs=44218)
                0.014940176 = queryNorm
              0.4989728 = fieldWeight in 1552, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.6093135 = idf(docFreq=1196, maxDocs=44218)
                0.0625 = fieldNorm(doc=1552)
          0.013835258 = weight(abstract_txt:with in 1552) [ClassicSimilarity], result of:
            0.013835258 = score(doc=1552,freq=2.0), product of:
              0.062617905 = queryWeight, product of:
                1.6766759 = boost
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.014940176 = queryNorm
              0.22094731 = fieldWeight in 1552, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.0625 = fieldNorm(doc=1552)
          0.16032158 = weight(abstract_txt:similarity in 1552) [ClassicSimilarity], result of:
            0.16032158 = score(doc=1552,freq=3.0), product of:
              0.2545023 = queryWeight, product of:
                2.9273615 = boost
                5.8191514 = idf(docFreq=356, maxDocs=44218)
                0.014940176 = queryNorm
              0.6299416 = fieldWeight in 1552, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                5.8191514 = idf(docFreq=356, maxDocs=44218)
                0.0625 = fieldNorm(doc=1552)
          0.14163662 = weight(abstract_txt:images in 1552) [ClassicSimilarity], result of:
            0.14163662 = score(doc=1552,freq=2.0), product of:
              0.29522792 = queryWeight, product of:
                3.640647 = boost
                5.427791 = idf(docFreq=527, maxDocs=44218)
                0.014940176 = queryNorm
              0.4797535 = fieldWeight in 1552, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.427791 = idf(docFreq=527, maxDocs=44218)
                0.0625 = fieldNorm(doc=1552)
          0.11632007 = weight(abstract_txt:algorithm in 1552) [ClassicSimilarity], result of:
            0.11632007 = score(doc=1552,freq=1.0), product of:
              0.32620215 = queryWeight, product of:
                3.8268661 = boost
                5.705423 = idf(docFreq=399, maxDocs=44218)
                0.014940176 = queryNorm
              0.35658893 = fieldWeight in 1552, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.705423 = idf(docFreq=399, maxDocs=44218)
                0.0625 = fieldNorm(doc=1552)
          0.46116194 = weight(abstract_txt:image in 1552) [ClassicSimilarity], result of:
            0.46116194 = score(doc=1552,freq=10.0), product of:
              0.43415996 = queryWeight, product of:
                5.4071746 = boost
                5.374322 = idf(docFreq=556, maxDocs=44218)
                0.014940176 = queryNorm
              1.0621936 = fieldWeight in 1552, product of:
                3.1622777 = tf(freq=10.0), with freq of:
                  10.0 = termFreq=10.0
                5.374322 = idf(docFreq=556, maxDocs=44218)
                0.0625 = fieldNorm(doc=1552)
        0.36 = coord(9/25)
    
  2. Starostenko, O.; Rodríguez-Asomoza, J.; Sénchez-López, S.E.; Chévez-Aragón, J.A.: Shape indexing and retrieval : a hybrid approach using ontological description (2008) 0.36
    0.36338553 = sum of:
      0.36338553 = product of:
        1.0094042 = sum of:
          0.042703114 = weight(abstract_txt:computing in 4318) [ClassicSimilarity], result of:
            0.042703114 = score(doc=4318,freq=1.0), product of:
              0.09079531 = queryWeight, product of:
                1.0094889 = boost
                6.0201335 = idf(docFreq=291, maxDocs=44218)
                0.014940176 = queryNorm
              0.47032294 = fieldWeight in 4318, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.0201335 = idf(docFreq=291, maxDocs=44218)
                0.078125 = fieldNorm(doc=4318)
          0.043297 = weight(abstract_txt:matching in 4318) [ClassicSimilarity], result of:
            0.043297 = score(doc=4318,freq=1.0), product of:
              0.09163518 = queryWeight, product of:
                1.0141472 = boost
                6.047913 = idf(docFreq=283, maxDocs=44218)
                0.014940176 = queryNorm
              0.4724932 = fieldWeight in 4318, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.047913 = idf(docFreq=283, maxDocs=44218)
                0.078125 = fieldNorm(doc=4318)
          0.02845434 = weight(abstract_txt:retrieval in 4318) [ClassicSimilarity], result of:
            0.02845434 = score(doc=4318,freq=3.0), product of:
              0.06050979 = queryWeight, product of:
                1.1654608 = boost
                3.4751394 = idf(docFreq=3720, maxDocs=44218)
                0.014940176 = queryNorm
              0.47024357 = fieldWeight in 4318, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                3.4751394 = idf(docFreq=3720, maxDocs=44218)
                0.078125 = fieldNorm(doc=4318)
          0.06639578 = weight(abstract_txt:proposed in 4318) [ClassicSimilarity], result of:
            0.06639578 = score(doc=4318,freq=3.0), product of:
              0.10645195 = queryWeight, product of:
                1.5458298 = boost
                4.6093135 = idf(docFreq=1196, maxDocs=44218)
                0.014940176 = queryNorm
              0.623716 = fieldWeight in 4318, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.6093135 = idf(docFreq=1196, maxDocs=44218)
                0.078125 = fieldNorm(doc=4318)
          0.017294072 = weight(abstract_txt:with in 4318) [ClassicSimilarity], result of:
            0.017294072 = score(doc=4318,freq=2.0), product of:
              0.062617905 = queryWeight, product of:
                1.6766759 = boost
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.014940176 = queryNorm
              0.27618414 = fieldWeight in 4318, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.078125 = fieldNorm(doc=4318)
          0.12384941 = weight(abstract_txt:spatial in 4318) [ClassicSimilarity], result of:
            0.12384941 = score(doc=4318,freq=1.0), product of:
              0.23264639 = queryWeight, product of:
                2.2852464 = boost
                6.8140855 = idf(docFreq=131, maxDocs=44218)
                0.014940176 = queryNorm
              0.5323504 = fieldWeight in 4318, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.8140855 = idf(docFreq=131, maxDocs=44218)
                0.078125 = fieldNorm(doc=4318)
          0.11570214 = weight(abstract_txt:similarity in 4318) [ClassicSimilarity], result of:
            0.11570214 = score(doc=4318,freq=1.0), product of:
              0.2545023 = queryWeight, product of:
                2.9273615 = boost
                5.8191514 = idf(docFreq=356, maxDocs=44218)
                0.014940176 = queryNorm
              0.4546212 = fieldWeight in 4318, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.8191514 = idf(docFreq=356, maxDocs=44218)
                0.078125 = fieldNorm(doc=4318)
          0.12519027 = weight(abstract_txt:images in 4318) [ClassicSimilarity], result of:
            0.12519027 = score(doc=4318,freq=1.0), product of:
              0.29522792 = queryWeight, product of:
                3.640647 = boost
                5.427791 = idf(docFreq=527, maxDocs=44218)
                0.014940176 = queryNorm
              0.4240462 = fieldWeight in 4318, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.427791 = idf(docFreq=527, maxDocs=44218)
                0.078125 = fieldNorm(doc=4318)
          0.44651812 = weight(abstract_txt:image in 4318) [ClassicSimilarity], result of:
            0.44651812 = score(doc=4318,freq=6.0), product of:
              0.43415996 = queryWeight, product of:
                5.4071746 = boost
                5.374322 = idf(docFreq=556, maxDocs=44218)
                0.014940176 = queryNorm
              1.0284646 = fieldWeight in 4318, product of:
                2.4494898 = tf(freq=6.0), with freq of:
                  6.0 = termFreq=6.0
                5.374322 = idf(docFreq=556, maxDocs=44218)
                0.078125 = fieldNorm(doc=4318)
        0.36 = coord(9/25)
    
  3. Hsieh, S.-M.; Hsu, C.-C.: Retrieval of images by spatial and object similarities (2008) 0.36
    0.35578242 = sum of:
      0.35578242 = product of:
        1.2706515 = sum of:
          0.01642812 = weight(abstract_txt:retrieval in 2089) [ClassicSimilarity], result of:
            0.01642812 = score(doc=2089,freq=1.0), product of:
              0.06050979 = queryWeight, product of:
                1.1654608 = boost
                3.4751394 = idf(docFreq=3720, maxDocs=44218)
                0.014940176 = queryNorm
              0.27149525 = fieldWeight in 2089, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.4751394 = idf(docFreq=3720, maxDocs=44218)
                0.078125 = fieldNorm(doc=2089)
          0.03833363 = weight(abstract_txt:proposed in 2089) [ClassicSimilarity], result of:
            0.03833363 = score(doc=2089,freq=1.0), product of:
              0.10645195 = queryWeight, product of:
                1.5458298 = boost
                4.6093135 = idf(docFreq=1196, maxDocs=44218)
                0.014940176 = queryNorm
              0.36010262 = fieldWeight in 2089, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.6093135 = idf(docFreq=1196, maxDocs=44218)
                0.078125 = fieldNorm(doc=2089)
          0.21451347 = weight(abstract_txt:spatial in 2089) [ClassicSimilarity], result of:
            0.21451347 = score(doc=2089,freq=3.0), product of:
              0.23264639 = queryWeight, product of:
                2.2852464 = boost
                6.8140855 = idf(docFreq=131, maxDocs=44218)
                0.014940176 = queryNorm
              0.922058 = fieldWeight in 2089, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                6.8140855 = idf(docFreq=131, maxDocs=44218)
                0.078125 = fieldNorm(doc=2089)
          0.16362754 = weight(abstract_txt:similarity in 2089) [ClassicSimilarity], result of:
            0.16362754 = score(doc=2089,freq=2.0), product of:
              0.2545023 = queryWeight, product of:
                2.9273615 = boost
                5.8191514 = idf(docFreq=356, maxDocs=44218)
                0.014940176 = queryNorm
              0.64293146 = fieldWeight in 2089, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.8191514 = idf(docFreq=356, maxDocs=44218)
                0.078125 = fieldNorm(doc=2089)
          0.21683592 = weight(abstract_txt:images in 2089) [ClassicSimilarity], result of:
            0.21683592 = score(doc=2089,freq=3.0), product of:
              0.29522792 = queryWeight, product of:
                3.640647 = boost
                5.427791 = idf(docFreq=527, maxDocs=44218)
                0.014940176 = queryNorm
              0.73446953 = fieldWeight in 2089, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                5.427791 = idf(docFreq=527, maxDocs=44218)
                0.078125 = fieldNorm(doc=2089)
          0.25633225 = weight(abstract_txt:symbolic in 2089) [ClassicSimilarity], result of:
            0.25633225 = score(doc=2089,freq=1.0), product of:
              0.43251345 = queryWeight, product of:
                3.8161926 = boost
                7.5860133 = idf(docFreq=60, maxDocs=44218)
                0.014940176 = queryNorm
              0.59265727 = fieldWeight in 2089, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.5860133 = idf(docFreq=60, maxDocs=44218)
                0.078125 = fieldNorm(doc=2089)
          0.3645805 = weight(abstract_txt:image in 2089) [ClassicSimilarity], result of:
            0.3645805 = score(doc=2089,freq=4.0), product of:
              0.43415996 = queryWeight, product of:
                5.4071746 = boost
                5.374322 = idf(docFreq=556, maxDocs=44218)
                0.014940176 = queryNorm
              0.8397378 = fieldWeight in 2089, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                5.374322 = idf(docFreq=556, maxDocs=44218)
                0.078125 = fieldNorm(doc=2089)
        0.28 = coord(7/25)
    
  4. Kim, C.-R.; Chung, C.-W.: XMage: An image retrieval method based on partial similarity (2006) 0.33
    0.33082682 = sum of:
      0.33082682 = product of:
        1.0338339 = sum of:
          0.03416249 = weight(abstract_txt:computing in 973) [ClassicSimilarity], result of:
            0.03416249 = score(doc=973,freq=1.0), product of:
              0.09079531 = queryWeight, product of:
                1.0094889 = boost
                6.0201335 = idf(docFreq=291, maxDocs=44218)
                0.014940176 = queryNorm
              0.37625834 = fieldWeight in 973, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.0201335 = idf(docFreq=291, maxDocs=44218)
                0.0625 = fieldNorm(doc=973)
          0.048984963 = weight(abstract_txt:matching in 973) [ClassicSimilarity], result of:
            0.048984963 = score(doc=973,freq=2.0), product of:
              0.09163518 = queryWeight, product of:
                1.0141472 = boost
                6.047913 = idf(docFreq=283, maxDocs=44218)
                0.014940176 = queryNorm
              0.53456503 = fieldWeight in 973, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                6.047913 = idf(docFreq=283, maxDocs=44218)
                0.0625 = fieldNorm(doc=973)
          0.018586297 = weight(abstract_txt:retrieval in 973) [ClassicSimilarity], result of:
            0.018586297 = score(doc=973,freq=2.0), product of:
              0.06050979 = queryWeight, product of:
                1.1654608 = boost
                3.4751394 = idf(docFreq=3720, maxDocs=44218)
                0.014940176 = queryNorm
              0.3071618 = fieldWeight in 973, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.4751394 = idf(docFreq=3720, maxDocs=44218)
                0.0625 = fieldNorm(doc=973)
          0.0306669 = weight(abstract_txt:proposed in 973) [ClassicSimilarity], result of:
            0.0306669 = score(doc=973,freq=1.0), product of:
              0.10645195 = queryWeight, product of:
                1.5458298 = boost
                4.6093135 = idf(docFreq=1196, maxDocs=44218)
                0.014940176 = queryNorm
              0.2880821 = fieldWeight in 973, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.6093135 = idf(docFreq=1196, maxDocs=44218)
                0.0625 = fieldNorm(doc=973)
          0.013835258 = weight(abstract_txt:with in 973) [ClassicSimilarity], result of:
            0.013835258 = score(doc=973,freq=2.0), product of:
              0.062617905 = queryWeight, product of:
                1.6766759 = boost
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.014940176 = queryNorm
              0.22094731 = fieldWeight in 973, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.0625 = fieldNorm(doc=973)
          0.18512343 = weight(abstract_txt:similarity in 973) [ClassicSimilarity], result of:
            0.18512343 = score(doc=973,freq=4.0), product of:
              0.2545023 = queryWeight, product of:
                2.9273615 = boost
                5.8191514 = idf(docFreq=356, maxDocs=44218)
                0.014940176 = queryNorm
              0.7273939 = fieldWeight in 973, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                5.8191514 = idf(docFreq=356, maxDocs=44218)
                0.0625 = fieldNorm(doc=973)
          0.26497784 = weight(abstract_txt:images in 973) [ClassicSimilarity], result of:
            0.26497784 = score(doc=973,freq=7.0), product of:
              0.29522792 = queryWeight, product of:
                3.640647 = boost
                5.427791 = idf(docFreq=527, maxDocs=44218)
                0.014940176 = queryNorm
              0.8975366 = fieldWeight in 973, product of:
                2.6457512 = tf(freq=7.0), with freq of:
                  7.0 = termFreq=7.0
                5.427791 = idf(docFreq=527, maxDocs=44218)
                0.0625 = fieldNorm(doc=973)
          0.43749666 = weight(abstract_txt:image in 973) [ClassicSimilarity], result of:
            0.43749666 = score(doc=973,freq=9.0), product of:
              0.43415996 = queryWeight, product of:
                5.4071746 = boost
                5.374322 = idf(docFreq=556, maxDocs=44218)
                0.014940176 = queryNorm
              1.0076854 = fieldWeight in 973, product of:
                3.0 = tf(freq=9.0), with freq of:
                  9.0 = termFreq=9.0
                5.374322 = idf(docFreq=556, maxDocs=44218)
                0.0625 = fieldNorm(doc=973)
        0.32 = coord(8/25)
    
  5. Lu, W.; Ding, H.; Jiang, J.: ¬A document expansion framework for tag-based image retrieval (2018) 0.27
    0.27048275 = sum of:
      0.27048275 = product of:
        0.84525865 = sum of:
          0.0346376 = weight(abstract_txt:matching in 4630) [ClassicSimilarity], result of:
            0.0346376 = score(doc=4630,freq=1.0), product of:
              0.09163518 = queryWeight, product of:
                1.0141472 = boost
                6.047913 = idf(docFreq=283, maxDocs=44218)
                0.014940176 = queryNorm
              0.37799457 = fieldWeight in 4630, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.047913 = idf(docFreq=283, maxDocs=44218)
                0.0625 = fieldNorm(doc=4630)
          0.071892835 = weight(abstract_txt:rank in 4630) [ClassicSimilarity], result of:
            0.071892835 = score(doc=4630,freq=3.0), product of:
              0.1033825 = queryWeight, product of:
                1.0771927 = boost
                6.4238877 = idf(docFreq=194, maxDocs=44218)
                0.014940176 = queryNorm
              0.69540626 = fieldWeight in 4630, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                6.4238877 = idf(docFreq=194, maxDocs=44218)
                0.0625 = fieldNorm(doc=4630)
          0.018586297 = weight(abstract_txt:retrieval in 4630) [ClassicSimilarity], result of:
            0.018586297 = score(doc=4630,freq=2.0), product of:
              0.06050979 = queryWeight, product of:
                1.1654608 = boost
                3.4751394 = idf(docFreq=3720, maxDocs=44218)
                0.014940176 = queryNorm
              0.3071618 = fieldWeight in 4630, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.4751394 = idf(docFreq=3720, maxDocs=44218)
                0.0625 = fieldNorm(doc=4630)
          0.053116627 = weight(abstract_txt:proposed in 4630) [ClassicSimilarity], result of:
            0.053116627 = score(doc=4630,freq=3.0), product of:
              0.10645195 = queryWeight, product of:
                1.5458298 = boost
                4.6093135 = idf(docFreq=1196, maxDocs=44218)
                0.014940176 = queryNorm
              0.4989728 = fieldWeight in 4630, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.6093135 = idf(docFreq=1196, maxDocs=44218)
                0.0625 = fieldNorm(doc=4630)
          0.01694466 = weight(abstract_txt:with in 4630) [ClassicSimilarity], result of:
            0.01694466 = score(doc=4630,freq=3.0), product of:
              0.062617905 = queryWeight, product of:
                1.6766759 = boost
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.014940176 = queryNorm
              0.27060407 = fieldWeight in 4630, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.0625 = fieldNorm(doc=4630)
          0.092561714 = weight(abstract_txt:similarity in 4630) [ClassicSimilarity], result of:
            0.092561714 = score(doc=4630,freq=1.0), product of:
              0.2545023 = queryWeight, product of:
                2.9273615 = boost
                5.8191514 = idf(docFreq=356, maxDocs=44218)
                0.014940176 = queryNorm
              0.36369696 = fieldWeight in 4630, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.8191514 = idf(docFreq=356, maxDocs=44218)
                0.0625 = fieldNorm(doc=4630)
          0.20030443 = weight(abstract_txt:images in 4630) [ClassicSimilarity], result of:
            0.20030443 = score(doc=4630,freq=4.0), product of:
              0.29522792 = queryWeight, product of:
                3.640647 = boost
                5.427791 = idf(docFreq=527, maxDocs=44218)
                0.014940176 = queryNorm
              0.6784739 = fieldWeight in 4630, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                5.427791 = idf(docFreq=527, maxDocs=44218)
                0.0625 = fieldNorm(doc=4630)
          0.3572145 = weight(abstract_txt:image in 4630) [ClassicSimilarity], result of:
            0.3572145 = score(doc=4630,freq=6.0), product of:
              0.43415996 = queryWeight, product of:
                5.4071746 = boost
                5.374322 = idf(docFreq=556, maxDocs=44218)
                0.014940176 = queryNorm
              0.82277167 = fieldWeight in 4630, product of:
                2.4494898 = tf(freq=6.0), with freq of:
                  6.0 = termFreq=6.0
                5.374322 = idf(docFreq=556, maxDocs=44218)
                0.0625 = fieldNorm(doc=4630)
        0.32 = coord(8/25)