메뉴 건너뛰기




Volumn 9909 LNCS, Issue , 2016, Pages 219-234

Learning to hash with binary deep neural network

Author keywords

Discrete optimizatization; Learning to hash; Neural network

Indexed keywords

DEEP LEARNING; DEEP NEURAL NETWORKS; NEURAL NETWORKS; OPTIMIZATION;

EID: 84990038844     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-46454-1_14     Document Type: Conference Paper
Times cited : (175)

References (34)
  • 1
    • 15044355327 scopus 로고    scopus 로고
    • Similarity search in high dimensions via hashing
    • Gionis, A., Indyk, P., Motwani, R.: Similarity search in high dimensions via hashing. In: VLDB (1999)
    • (1999) VLDB
    • Gionis, A.1    Indyk, P.2    Motwani, R.3
  • 2
    • 77953184849 scopus 로고    scopus 로고
    • Kernelized locality-sensitive hashing for scalable image search
    • Kulis, B., Grauman, K.: Kernelized locality-sensitive hashing for scalable image search. In: ICCV (2009)
    • (2009) ICCV
    • Kulis, B.1    Grauman, K.2
  • 3
    • 79954525255 scopus 로고    scopus 로고
    • Locality-sensitive binary codes from shift-invariant kernels
    • Raginsky, M., Lazebnik, S.: Locality-sensitive binary codes from shift-invariant kernels. In: NIPS (2009)
    • (2009) NIPS
    • Raginsky, M.1    Lazebnik, S.2
  • 4
    • 70350618771 scopus 로고    scopus 로고
    • Fast similarity search for learned metrics
    • Kulis, B., Jain, P., Grauman, K.: Fast similarity search for learned metrics. PAMI 31(2), 2143-2157 (2009)
    • (2009) PAMI , vol.31 , Issue.2 , pp. 2143-2157
    • Kulis, B.1    Jain, P.2    Grauman, K.3
  • 6
    • 80052874105 scopus 로고    scopus 로고
    • Iterative quantization: A procrustean approach to learning binary codes
    • Gong, Y., Lazebnik, S.: Iterative quantization: a procrustean approach to learning binary codes. In: CVPR (2011)
    • (2011) CVPR
    • Gong, Y.1    Lazebnik, S.2
  • 7
    • 84887359482 scopus 로고    scopus 로고
    • K-means hashing: An affinity-preserving quantization method for learning binary compact codes
    • He, K., Wen, F., Sun, J.: K-means hashing: an affinity-preserving quantization method for learning binary compact codes. In: CVPR (2013)
    • (2013) CVPR
    • He, K.1    Wen, F.2    Sun, J.3
  • 9
    • 84877741460 scopus 로고    scopus 로고
    • Isotropic hashing
    • Kong, W., Li, W.J.: Isotropic hashing. In: NIPS (2012)
    • (2012) NIPS
    • Kong, W.1    Li, W.J.2
  • 10
    • 81855191888 scopus 로고    scopus 로고
    • LDAHash: Improved matching with smaller descriptors
    • Strecha, C., Bronstein, A.M., Bronstein, M.M., Fua, P.: LDAHash: improved matching with smaller descriptors. PAMI 34(1), 66-78 (2012)
    • (2012) PAMI , vol.34 , Issue.1 , pp. 66-78
    • Strecha, C.1    Bronstein, A.M.2    Bronstein, M.M.3    Fua, P.4
  • 13
    • 84911393360 scopus 로고    scopus 로고
    • Fast supervised hashing with decision trees for high-dimensional data
    • Lin, G., Shen, C., Shi, Q., van den Hengel, A., Suter, D.: Fast supervised hashing with decision trees for high-dimensional data. In: CVPR (2014)
    • (2014) CVPR
    • Lin, G.1    Shen, C.2    Shi, Q.3    Van Den Hengel, A.4    Suter, D.5
  • 14
    • 84858740468 scopus 로고    scopus 로고
    • Learning to hash with binary reconstructive embeddings
    • Kulis, B., Darrell, T.: Learning to hash with binary reconstructive embeddings. In: NIPS (2009)
    • (2009) NIPS
    • Kulis, B.1    Darrell, T.2
  • 16
    • 84990054882 scopus 로고    scopus 로고
    • Learning to hash for indexing big data - A survey
    • Wang, J., Liu, W., Kumar, S., Chang, S.: Learning to hash for indexing big data - a survey. CoRR (2015)
    • (2015) Corr
    • Wang, J.1    Liu, W.2    Kumar, S.3    Chang, S.4
  • 17
    • 84937245087 scopus 로고    scopus 로고
    • Hashing for similarity search: A survey
    • Wang, J., Shen, H.T., Song, J., Ji, J.: Hashing for similarity search: a survey. CoRR (2014)
    • (2014) Corr
    • Wang, J.1    Shen, H.T.2    Song, J.3    Ji, J.4
  • 18
    • 84867496527 scopus 로고    scopus 로고
    • Learning binary hash codes for large-scale image search
    • Cipolla, R., Battiato, S., Farinella, G.M. (eds.), Springer, Heidelberg
    • Grauman, K., Fergus, R.: Learning binary hash codes for large-scale image search. In: Cipolla, R., Battiato, S., Farinella, G.M. (eds.) Machine Learning for Computer Vision. SCI, vol. 411, pp. 55-93. Springer, Heidelberg (2013)
    • (2013) Machine Learning for Computer Vision. SCI , vol.411 , pp. 55-93
    • Grauman, K.1    Fergus, R.2
  • 20
    • 84865410773 scopus 로고    scopus 로고
    • Semi-supervised hashing for large-scale search
    • Wang, J., Kumar, S., Chang, S.: Semi-supervised hashing for large-scale search. PAMI 34(12), 2393-2406 (2012)
    • (2012) PAMI , vol.34 , Issue.12 , pp. 2393-2406
    • Wang, J.1    Kumar, S.2    Chang, S.3
  • 24
    • 33646887390 scopus 로고
    • On the limited memory BFGS method for large scale optimization
    • Liu, D.C., Nocedal, J.: On the limited memory BFGS method for large scale optimization. Math. Program. 45, 503-528 (1989)
    • (1989) Math. Program , vol.45 , pp. 503-528
    • Liu, D.C.1    Nocedal, J.2
  • 28
    • 78649317568 scopus 로고    scopus 로고
    • Product quantization for nearest neighbor search
    • Jégou, H., Douze, M., Schmid, C.: Product quantization for nearest neighbor search. PAMI 33(1), 117-128 (2011)
    • (2011) PAMI , vol.33 , Issue.1 , pp. 117-128
    • Jégou, H.1    Douze, M.2    Schmid, C.3
  • 29
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • Lowe, D.G.: Distinctive image features from scale-invariant keypoints. IJCV 60(2), 91-110 (2004)
    • (2004) IJCV , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.G.1
  • 30
    • 0035328421 scopus 로고    scopus 로고
    • Modeling the shape of the scene: A holistic representation of the spatial envelope
    • Oliva, A., Torralba, A.: Modeling the shape of the scene: a holistic representation of the spatial envelope. IJCV 42(3), 145-175 (2001)
    • (2001) IJCV , vol.42 , Issue.3 , pp. 145-175
    • Oliva, A.1    Torralba, A.2
  • 31
    • 84990042904 scopus 로고    scopus 로고
    • Supervised discriminative hashing for compact binary codes
    • Nguyen, V.A., Lu, J., Do, M.N.: Supervised discriminative hashing for compact binary codes. In: ACM MM (2014)
    • (2014) ACM MM
    • Nguyen, V.A.1    Lu, J.2    Do, M.N.3
  • 32
    • 84959240114 scopus 로고    scopus 로고
    • Deep semantic ranking based hashing for multi-label image retrieval
    • Zhao, F., Huang, Y., Wang, L., Tan, T.: Deep semantic ranking based hashing for multi-label image retrieval. In: CVPR (2015)
    • (2015) CVPR
    • Zhao, F.1    Huang, Y.2    Wang, L.3    Tan, T.4
  • 33
    • 84942436418 scopus 로고    scopus 로고
    • Bit-scalable deep hashing with regularized similarity learning for image retrieval and person re-identification
    • Zhang, R., Lin, L., Zhang, R., Zuo, W., Zhang, L.: Bit-scalable deep hashing with regularized similarity learning for image retrieval and person re-identification. IEEE Trans. Image Process. 24(12), 4766-4779 (2015)
    • (2015) IEEE Trans. Image Process , vol.24 , Issue.12 , pp. 4766-4779
    • Zhang, R.1    Lin, L.2    Zhang, R.3    Zuo, W.4    Zhang, L.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.