Aggregating Deep Convolutional Features for Melanoma Recognition in Dermoscopy Images
暂无分享,去创建一个
Xudong Jiang | Bai Ying Lei | Tianfu Wang | Zhen Yu | Xudong Jiang | Tianfu Wang | B. Lei | Zhen Yu
[1] Hao Chen,et al. Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks , 2017, IEEE Transactions on Medical Imaging.
[2] Rafael García,et al. Computerized analysis of pigmented skin lesions: A review , 2012, Artif. Intell. Medicine.
[3] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[4] Noel C. F. Codella,et al. Skin lesion analysis toward melanoma detection: A challenge at the 2017 International symposium on biomedical imaging (ISBI), hosted by the international skin imaging collaboration (ISIC) , 2016, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).
[5] Svetlana Lazebnik,et al. Multi-scale Orderless Pooling of Deep Convolutional Activation Features , 2014, ECCV.
[6] Sharath Pankanti,et al. Deep learning ensembles for melanoma recognition in dermoscopy images , 2016, IBM J. Res. Dev..
[7] Ghassan Hamarneh,et al. Deep features to classify skin lesions , 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).
[8] Abder-Rahman Ali,et al. A systematic review of automated melanoma detection in dermatoscopic images and its ground truth data , 2012, Medical Imaging.
[9] Stefan Carlsson,et al. CNN Features Off-the-Shelf: An Astounding Baseline for Recognition , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition Workshops.
[10] Alberto Del Bimbo,et al. Fisher Encoded Convolutional Bag-of-Windows for Efficient Image Retrieval and Social Image Tagging , 2015, 2015 IEEE International Conference on Computer Vision Workshop (ICCVW).
[11] Larry S. Davis,et al. Exploiting local features from deep networks for image retrieval , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).
[12] Subhransu Maji,et al. Deep filter banks for texture recognition and segmentation , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[13] Thomas Mensink,et al. Image Classification with the Fisher Vector: Theory and Practice , 2013, International Journal of Computer Vision.
[14] In-So Kweon,et al. Multi-scale pyramid pooling for deep convolutional representation , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).
[15] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[16] John R. Smith,et al. Deep Learning, Sparse Coding, and SVM for Melanoma Recognition in Dermoscopy Images , 2015, MLMI.
[17] Andrew Zisserman,et al. Very Deep Convolutional Networks for Large-Scale Image Recognition , 2014, ICLR.