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Volumn 9004, Issue , 2015, Pages 536-551

N4-fields: Neural network nearest neighbor fields for image transforms

Author keywords

[No Author keywords available]

Indexed keywords

BENCHMARKING; COMPUTER VISION; EDGE DETECTION; IMAGE PROCESSING; IMAGE SEGMENTATION; NEAREST NEIGHBOR SEARCH; NEURAL NETWORKS; OBJECT DETECTION;

EID: 84945936653     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-16808-1_36     Document Type: Conference Paper
Times cited : (81)

References (28)
  • 2
    • 84876231242 scopus 로고    scopus 로고
    • Imagenet classification with deep con-volutional neural networks
    • Krizhevsky, A., Sutskever, I., Hinton, G.E.: Imagenet classification with deep con-volutional neural networks. In: NIPS (2012)
    • (2012) NIPS
    • Krizhevsky, A.1    Sutskever, I.2    Hinton, G.E.3
  • 3
    • 84877789057 scopus 로고    scopus 로고
    • Deep neural networks segment neuronal membranes in electron microscopy images
    • Ciresan, D.C., Giusti, A., Gambardella, L.M., Schmidhuber, J.: Deep neural networks segment neuronal membranes in electron microscopy images. In: NIPS, pp. 2852-2860 (2012)
    • (2012) NIPS , pp. 2852-2860
    • Ciresan, D.C.1    Giusti, A.2    Gambardella, L.M.3    Schmidhuber, J.4
  • 5
    • 84856656491 scopus 로고    scopus 로고
    • Indoor scene segmentation using a structured light sensor
    • IEEE
    • Silberman, N., Fergus, R.: Indoor scene segmentation using a structured light sensor. In: ICCV Workshops, pp. 601-608. IEEE (2011)
    • (2011) ICCV Workshops , pp. 601-608
    • Silberman, N.1    Fergus, R.2
  • 7
    • 0036779091 scopus 로고    scopus 로고
    • Image processing with neural networks - a review
    • Egmont-Petersen, M., de Ridder, D., Handels, H.: Image processing with neural networks - a review. Pattern Recognit. 35(10), 2279-2301 (2002)
    • (2002) Pattern Recognit , vol.35 , Issue.10 , pp. 2279-2301
    • Egmont-Petersen, M.1    De Ridder, D.2    Handels, H.3
  • 8
    • 78149333575 scopus 로고    scopus 로고
    • Learning to detect roads in high-resolution aerial images
    • In: Daniilidis, K., Maragos, P., Paragios, N. (eds.), LNCS, Springer, Heidelberg
    • Mnih, V., Hinton, G.E.: Learning to detect roads in high-resolution aerial images. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part VI. LNCS, vol. 6316, pp. 210-223. Springer, Heidelberg (2010)
    • (2010) ECCV 2010 , vol.6316 , pp. 210-223
    • Mnih, V.1    Hinton, G.E.2
  • 9
    • 84885874914 scopus 로고    scopus 로고
    • Learning object-class segmentation with convolutional neural networks
    • Schulz, H., Behnke, S.: Learning object-class segmentation with convolutional neural networks. In: ESANN, vol. 3 (2012)
    • (2012) ESANN , vol.3
    • Schulz, H.1    Behnke, S.2
  • 10
    • 84945918955 scopus 로고    scopus 로고
    • Visual boundary prediction: A deep neural prediction network and quality dissection
    • Kivinen, J.J., Williams, C.K.I., Heess, N.: Visual boundary prediction: A deep neural prediction network and quality dissection. In: AISTATS, pp. 512-521 (2014)
    • (2014) AISTATS , pp. 512-521
    • Kivinen, J.J.1    Williams, C.2    Heess, N.3
  • 11
    • 77955989954 scopus 로고    scopus 로고
    • Modeling pixel means and covariances using factorized third-order boltzmann machines
    • Ranzato, M., Hinton, G.E.: Modeling pixel means and covariances using factorized third-order boltzmann machines. In: CVPR, pp. 2551-2558 (2010)
    • (2010) CVPR , pp. 2551-2558
    • Ranzato, M.1    Hinton, G.E.2
  • 14
    • 78149296699 scopus 로고    scopus 로고
    • Natural image denoising with convolutional networks
    • Jain, V., Seung, H.S.: Natural image denoising with convolutional networks. In: NIPS, pp. 769-776 (2008)
    • (2008) NIPS , pp. 769-776
    • Jain, V.1    Seung, H.S.2
  • 15
    • 84866679588 scopus 로고    scopus 로고
    • Image denoising: Can plain neural networks compete with bm3d?
    • Burger, H.C., Schuler, C.J., Harmeling, S.: Image denoising: can plain neural networks compete with bm3d? In: CVPR, pp. 2392-2399 (2012)
    • (2012) CVPR , pp. 2392-2399
    • Burger, H.C.1    Schuler, C.J.2    Harmeling, S.3
  • 16
    • 24644436425 scopus 로고    scopus 로고
    • Learning a similarity metric discriminatively, with application to face verification
    • Chopra, S., Hadsell, R., LeCun, Y.: Learning a similarity metric discriminatively, with application to face verification. In: CVPR, vol. 1, pp. 539-546 (2005)
    • (2005) CVPR , vol.1 , pp. 539-546
    • Chopra, S.1    Hadsell, R.2    Lecun, Y.3
  • 17
    • 43249105786 scopus 로고    scopus 로고
    • Image restoration by sparse 3d transform-domain collaborative filtering
    • International Society for Optics and Photonics
    • Dabov, K., Foi, A., Katkovnik, V., Egiazarian, K.: Image restoration by sparse 3d transform-domain collaborative filtering. In: Electronic Imaging 2008, International Society for Optics and Photonics, pp. 681207-681207 (2008)
    • (2008) Electronic Imaging 2008 , pp. 681207-681208
    • Dabov, K.1    Foi, A.2    Katkovnik, V.3    Egiazarian, K.4
  • 18
    • 4344675264 scopus 로고    scopus 로고
    • Region filling and object removal by exemplar-based image inpainting
    • Criminisi, A., Perez, P., Toyama, K.: Region filling and object removal by exemplar-based image inpainting. IEEE Trans. Image Process. 13(9), 1200-1212 (2004)
    • (2004) IEEE Trans. Image Process , vol.13 , Issue.9 , pp. 1200-1212
    • Criminisi, A.1    Perez, P.2    Toyama, K.3
  • 20
    • 84898820142 scopus 로고    scopus 로고
    • Structured forests for fast edge detection
    • Dollar, P., Zitnick, C.L.: Structured forests for fast edge detection. In: ICCV (2013)
    • (2013) ICCV
    • Dollar, P.1    Zitnick, C.L.2
  • 22
    • 84906341064 scopus 로고    scopus 로고
    • Visualizing and understanding convolutional networks
    • Zeiler, M.D., Fergus, R.: Visualizing and understanding convolutional networks. CoRR abs/1311.2901 (2013)
    • (2013) Corr Abs/1311 , pp. 2901
    • Zeiler, M.D.1    Fergus, R.2
  • 23
    • 84906486689 scopus 로고    scopus 로고
    • Overfeat: Integrated recognition, localization and detection using convolutional networks
    • Sermanet, P., Eigen, D., Zhang, X., Mathieu, M., Fergus, R., LeCun, Y.: Overfeat: Integrated recognition, localization and detection using convolutional networks. CoRR abs/1312.6229 (2013)
    • (2013) Corr Abs/1312 , pp. 6229
    • Sermanet, P.1    Eigen, D.2    Zhang, X.3    Mathieu, M.4    Fergus, R.5    Lecun, Y.6
  • 25
    • 84877752264 scopus 로고    scopus 로고
    • Discriminatively trained sparse code gradients for contour detection
    • Xiaofeng, R., Bo, L.: Discriminatively trained sparse code gradients for contour detection. In: NIPS, pp. 593-601 (2012)
    • (2012) NIPS , pp. 593-601
    • Xiaofeng, R.1    Bo, L.2
  • 26
    • 84906497352 scopus 로고    scopus 로고
    • Crisp boundary detection using pointwise mutual information
    • In: Fleet, D., Pajdla, T., Schiele, B., Tuytelaars, T. (eds.), LNCS, Springer, Heidelberg
    • Isola, P., Zoran, D., Krishnan, D., Adelson, E.H.: Crisp boundary detection using pointwise mutual information. In: Fleet, D., Pajdla, T., Schiele, B., Tuytelaars, T. (eds.) ECCV 2014, Part III. LNCS, vol. 8691, pp. 799-814. Springer, Heidelberg (2014)
    • (2014) ECCV 2014 , vol.8691 , pp. 799-814
    • Isola, P.1    Zoran, D.2    Krishnan, D.3    Adelson, E.H.4
  • 27
    • 84945893226 scopus 로고    scopus 로고
    • Boundary detection benchmarking: Beyond f- measures
    • Hou, X., Yuille, A., Koch, C.: Boundary detection benchmarking: Beyond f- measures. In: CVPR, vol. 2013, pp. 1-8. IEEE (2013)
    • (2013) CVPR , vol.2013 , pp. 1-8
    • Hou, X.1    Yuille, A.2    Koch, C.3
  • 28
    • 84894617371 scopus 로고    scopus 로고
    • Supervised feature learning for curvilinear structure segmentation
    • In: Mori, K., Sakuma, I., Sato, Y., Barillot, C., Navab, N. (eds.), LNCS, Springer, Heidelberg
    • Becker, C., Rigamonti, R., Lepetit, V., Fua, P.: Supervised feature learning for curvilinear structure segmentation. In: Mori, K., Sakuma, I., Sato, Y., Barillot, C., Navab, N. (eds.) MICCAI 2013, Part I. LNCS, vol. 8149, pp. 526-533. Springer, Heidelberg (2013)
    • (2013) MICCAI 2013 , vol.8149 , pp. 526-533
    • Becker, C.1    Rigamonti, R.2    Lepetit, V.3    Fua, P.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.