[1] |
AKER A , GAIZAUSKAS R . Generating image descriptions using dependency relational patterns[C]// Meeting of the Association for Computational Linguistics,July 11-16,2010,Uppsala,Sweden.[S.l.:s.n. ], 2010: 1250-1258.
|
[2] |
AMRINE D E , WHITE B J , LARSON R L . Comparison of classi?cation algorithms to predict outcomes of feedlot cattle identi?ed and treated for bovine respiratory disease[J]. Computers & Electronics in Agriculture,Computers and Electronics in Agriculture, 2014,105: 9-19.
|
[3] |
BELONGIE S , MALIK J , PUZICHA J . Shape matching and object recognition using shape contexts[J]. IEEE Transactions on Pattern Analysis & Machine Intelligence, 2010,24(4): 509-522.
|
[4] |
BO L F , REN X F , FOX D . Hierarchical matching pursuit for image classi?cation:architecture and fast algorithms[C]// NIPS,December 3-6,2012,Lake Tahoe,USA.[S.l.:s.n]. 2012: 2115-2123.
|
[5] |
CHERIYADAT A M . Unsupervised feature learning for aerial sceneclassiTcation[J]. IEEE Transactions on Geoscience and Remote Sensing, 2014,52(1): 439-451.
|
[6] |
DENG J , DONG W , SOCHER R ,et al. ImageNet:a large-scale hierarchical image database[C]// 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009),June 20-25,2009,Miami,USA. Piscataway:IEEE Press, 2009: 248-255.
|
[7] |
DIXIT M , RASIWASIA N , VASCONCELOS N . Adapted Gaussian models for image classi?cation[C]// IEEE Conference on Computer Vision and Pattern Recognition,June 20-25,2011,Colorado Springs,USA. Piscataway:IEEE Press, 2011: 937-943.
|
[8] |
FANG H , PLATT J C , ZITNICK C L . From captions to visual concepts and back[J]. Computer Science, 2015,12(7): 1473-1482.
|
[9] |
FARHADI A , HEJRATI M , SADEGHI M A ,et al. Every picture tells a story:generating sentences from images[C]// European Conference on Computer Vision,September 5-11,2010,Crete,Greece. Heidelberg:Springer, 2010: 15-29.
|
[10] |
LI F F , PERONA P . A Bayesian hierarchical model for learning natural scene categories[C]// CVPR,June 20-26,2005,San Diego,USA. Piscataway:IEEE Press, 2005: 524-531.
|
[11] |
FELZENSZWALB P F , GIRSHICK R , MCALLESTER D ,et al. Object detection with discriminatively trained part-based models[J]. IEEE Transactions on Software Engineering, 2014,32(9): 1627-1645.
|
[12] |
GAO S H , CHIA L T , TSANG I W . Multi-layer group sparse coding for concurrent image classi?cation and annotation[C]// IEEE Conference on Computer Vision & Pattern Recognition,June 20-25,2011,Colorado Springs,USA. Piscataway:IEEE Press, 2011: 2809-2816.
|
[13] |
GLOROT X , BENGIO Y . Understanding the difficulty of training deep feed forward neural networks[J]. Journal of Machine Learning Research, 2010,9: 249-256.
|
[14] |
HAN Y , LIU G Z . Ef?cient learning of sample-speci?c discriminative features for scene classi?cation[J]. Signal Processing Letters IEEE, 2011,18(11): 683-686.
|
[15] |
HAUPTMAN N , YAN R , LIN W H ,et al. Can high-level concepts ?ll the semantic gap in video retrieval? a case study with broadcast news[J]. IEEE Transactions on Multimedia, 2007,9(5): 958-966.
|
[16] |
HINTON G E , SRIVASTAVA N , KRIZHEVSKY A ,et al. Improving neural networks by preventing co-adaptation of feature detectors[J]. Computer Science, 2012,3(4): 212-223.
|
[17] |
JIA Y Q , SHELHAMER E , DONAHUE J ,et al. Caffe:convolutional architecture for fast feature embedding[C]// ACM International Conference on Multimedia,October 23-27,2006,Santa Barbara,USA. New York:ACM Press, 2014: 675-678.
|
[18] |
KULKARNI G , PREMRAJ V , ORDONEZ V . Babytalk:understanding and generating simple image descriptions[C]// IEEE Conference on Computer Vision & Pattern Recognition,June 20-25,2011,Colorado Springs,USA. Piscataway:IEEE Press, 2011: 1601-1608.
|
[19] |
LAMPERT C H , NICKISCH H , HARMELING S . Attribute-based classiTcation for zero-shot visual object categorization[J]. IEEE Transactions on Pattern Analysis & Machine Intelligence, 2014,36(3): 453-465.
|
[20] |
LAPIN M , SCHIELE B , HEIN M . Scalable multitask representation learning for scene classi?cation[C]// IEEE Conference on Computer Vision and Pattern Recognition,June 23-28,2014,Columbus,USA. Piscataway:IEEE Press, 2014: 1434-1441.
|
[21] |
LAZEBNIK S , SCHMID C , PONCE J . Beyond bags of features:spatial pyramid matching for recognizing natural scene categories[C]// IEEE Computer Society Conference on Computer Vision & Pattern Recognition,June 17-22,2006,New York,USA. Piscataway:IEEE Press, 2006: 2169-2178.
|
[22] |
赵斐, 张文凯, 闫志远 ,等. 基于多特征图金字塔融合深度网络的遥感图像语义分割[J]. 电子与信息学报, 2019,41(10): 2525-2531.
|
|
ZHAO F , ZHANG W K , YAN Z Y ,et al. Multi-feature map pyramid fusion deep network for semantic segmentation on remote sensing data[J]. Journal of Electronics and Information Technology, 2019,41(10): 2525-2531.
|
[23] |
LI J L , LI F F . What,where and who? classifying events by scene and object recognition[C]// 2007 IEEE 11th International Conference on Computer Vision,October 14-21,2007,Rio De Janeiro,Brazil. Piscataway:IEEE Press, 2007: 1-8.
|
[24] |
LI J L , SU H , LIM Y W ,et al. Object bank:an object-level image representation for high-level visual recognition[J]. International Journal of Computer Vision, 2014,107(1): 20-39.
|
[25] |
LI J L , SU H , XING E P ,et al. Object bank:a high-level image representation for scene classi?cation & semantic feature sparsi?cation[C]// The 24th Annual Conference on Neural Information Processing Systems 2010,December 6-9,2010,Vancouver,Canada.[S.l.:s.n. ], 2010.
|
[26] |
OLIVA AUDE , TORRALBA A . Modeling the shape of the scene:a holistic representation of the spatial envelope[J]. International Journal of Computer Vision, 2001,42(3): 145-175.
|
[27] |
PANDEY M , LAZEBNIK S . Scene recognition and weakly supervised object localization with deformable part-based models[C]// IEEE International Conference on Computer Vision,November 6-13,2011,Barcelona,Spain. Piscataway:IEEE Press, 2011: 1307-1314.
|
[28] |
PAVLOPOULOU C , YU S X . Indoor-outdoor classi?cation with human accuracies:image or edge GIST[C]// IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops,June 13-18,2010,San Francisco,USA. Piscataway:IEEE Press, 2010: 41-47.
|
[29] |
QUATTON I , TORRALBA A . Recognizing indoor scenes[C]// IEEE Conference on Computer Vision and Pattern Recognition,June 20-25,2009,Miami,USA. Piscataway:IEEE Press, 2009: 413-420.
|
[30] |
RAMANA B V , BABU M S P . A critical study of selected classi?cation algorithms for liver disease diagnosis[J]. International Journal of Database Management Systems, 2011,3(2): 324-335.
|
[31] |
SIMONYAN K , ZISSERMAN A . Very deep convolutional networks for large-scale image recognition[J]. Computer Science, 2015.
|
[32] |
TORRESANI L , SZUMMER M , FITZGIBBON A . Ef?cient object category recognition using classemes[C]// ECCV,September 5-11,2010,Crete,Greece. Heidelberg:Springer, 2010: 776-789.
|
[33] |
WU J X , REHG M . Centrist:a visual descriptor for scene categorization[J]. IEEE Transactions on Pattern Analysis & Machine Intelligence, 2011,33(8): 1489-1501.
|
[34] |
XIAO J X , HAYS J , KRISTA A ,et al. Sun database:large-scale scene recognition from abbey to zoo[C]// IEEE Conference on Computer Vision & Pattern Recognition,June 13-18,2010,San Francisco,USA. Piscataway:IEEE Press, 2010: 3485-3492.
|
[35] |
YANG Y Z , CHING L T , HAL D III ,et al. Corpus-guided sentence generation of natural images[C]// Conference on Empirical Methods in Natural Language Processing,July 27-29,2011,Edinburgh,UK. New York:ACM Press, 2011: 444-454.
|
[36] |
ZHANG F , DU B , ZHANG L P . Saliency-guided unsupervised feature learning for scene classi?cation[J]. IEEE Transactions on Geoscience and Remote Sensing, 2015,53(4): 2175-2184.
|
[37] |
ZHANG L , ZHEN X , SHAO L . Learning object-to-class kernels for scene classi?cation[J]. IEEE Transactions on Image Processing:A Publication of the IEEE Signal Processing Society, 2014,23(8): 3241-3253.
|