How deep learning extracts and learns leaf features for plant classification (English)
- New search for: Lee, Sue Han
- New search for: Chan, Chee Seng
- New search for: Mayo, Simon Joseph
- New search for: Remagnino, Paolo
- New search for: Lee, Sue Han
- New search for: Chan, Chee Seng
- New search for: Mayo, Simon Joseph
- New search for: Remagnino, Paolo
In:
Pattern Recognition
;
71
;
1-13
;
2017
-
ISSN:
- Article (Journal) / Electronic Resource
-
Title:How deep learning extracts and learns leaf features for plant classification
-
Contributors:Lee, Sue Han ( author ) / Chan, Chee Seng ( author ) / Mayo, Simon Joseph ( author ) / Remagnino, Paolo ( author )
-
Published in:Pattern Recognition ; 71 ; 1-13
-
Publisher:
- New search for: Elsevier Ltd
-
Publication date:2017-05-13
-
Size:13 pages
-
ISSN:
-
DOI:
-
Type of media:Article (Journal)
-
Type of material:Electronic Resource
-
Language:English
-
Keywords:
-
Source:
Table of contents – Volume 71
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
-
How deep learning extracts and learns leaf features for plant classificationLee, Sue Han / Chan, Chee Seng / Mayo, Simon Joseph / Remagnino, Paolo et al. | 2017
- 14
-
Feature extraction from histopathological images based on nucleus-guided convolutional neural network for breast lesion classificationZheng, Yushan / Jiang, Zhiguo / Xie, Fengying / Zhang, Haopeng / Ma, Yibing / Shi, Huaqiang / Zhao, Yu et al. | 2017
- 26
-
Consistency of mean partitions in consensus clusteringJain, Brijnesh J. et al. | 2017
- 36
-
Gazing point dependent eye gaze estimationCheng, Hong / Liu, Yaqi / Fu, Wenhao / Ji, Yanli / Yang, Lu / Zhao, Yang / Yang, Jie et al. | 2017
- 45
-
Robust-learning fuzzy c-means clustering algorithm with unknown number of clustersYang, Miin-Shen / Nataliani, Yessica et al. | 2017
- 60
-
Data equilibrium based automatic image annotation by fusing deep model and semantic propagationKe, Xiao / Zhou, Mingke / Niu, Yuzhen / Guo, Wenzhong et al. | 2017
- 78
-
A multi-scale deep quad tree based feature extraction method for the recognition of isolated handwritten characters of popular indic scriptsSarkhel, Ritesh / Das, Nibaran / Das, Aritra / Kundu, Mahantapas / Nasipuri, Mita et al. | 2017
- 94
-
A deep convolutional neural network module that promotes competition of multiple-size filtersLiao, Zhibin / Carneiro, Gustavo et al. | 2017
- 106
-
Computer-aided diagnosis of mammographic masses based on a supervised content-based image retrieval approachTsochatzidis, Lazaros / Zagoris, Konstantinos / Arikidis, Nikolaos / Karahaliou, Anna / Costaridou, Lena / Pratikakis, Ioannis et al. | 2017
- 118
-
LG-CNN: From local parts to global discrimination for fine-grained recognitionXie, Guo-Sen / Zhang, Xu-Yao / Yang, Wenhan / Xu, Mingliang / Yan, Shuicheng / Liu, Cheng-Lin et al. | 2017
- 132
-
Head pose estimation in the wild using Convolutional Neural Networks and adaptive gradient methodsPatacchiola, Massimiliano / Cangelosi, Angelo et al. | 2017
- 144
-
Automatic image annotation via label transfer in the semantic spaceUricchio, Tiberio / Ballan, Lamberto / Seidenari, Lorenzo / Del Bimbo, Alberto et al. | 2017
- 158
-
Handcrafted vs. non-handcrafted features for computer vision classificationNanni, Loris / Ghidoni, Stefano / Brahnam, Sheryl et al. | 2017
- 173
-
A novel framework for parsimonious multivariate analysisMuñoz-Romero, Sergio / Gómez-Verdejo, Vanessa / Parrado-Hernández, Emilio et al. | 2017
- 187
-
Indefinite Core Vector MachineSchleif, Frank-Michael / Tino, Peter et al. | 2017
- 196
-
Watch, attend and parse: An end-to-end neural network based approach to handwritten mathematical expression recognitionZhang, Jianshu / Du, Jun / Zhang, Shiliang / Liu, Dan / Hu, Yulong / Hu, Jinshui / Wei, Si / Dai, Lirong et al. | 2017
- 207
-
Blind quality estimator for 3D images based on binocular combination and extreme learning machineZhou, Wujie / Yu, Lu / Zhou, Yang / Qiu, Weiwei / Wu, Ming-Wei / Luo, Ting et al. | 2017
- 218
-
Multiple metric learning based on bar-shape descriptor for person re-identificationZhao, Cairong / Wang, Xuekuan / Wong, Wai Keung / Zheng, Weishi / Yang, Jian / Miao, Duoqian et al. | 2017
- 235
-
A robust face recognition approach through symbolic modeling of Polar FFT featuresAngadi, Shanmukhappa A. / Kagawade, Vishwanath C. et al. | 2017
- 249
-
Multi-gradient features and elongated quinary pattern encoding for image-based facial expression recognitionAl-Sumaidaee, S.A.M. / Abdullah, M.A.M. / Al-Nima, R.R.O. / Dlay, S.S. / Chambers, J.A. et al. | 2017
- 264
-
3D image analysis by separable discrete orthogonal moments based on Krawtchouk and Tchebichef polynomialsBatioua, Imad / Benouini, Rachid / Zenkouar, Khalid / Zahi, Azeddine / Hakim, El Fadili et al. | 2017
- 278
-
Sparse representation over discriminative dictionary for stereo matchingYin, Jihao / Zhu, Hongmei / Yuan, Ding / Xue, Tianfan et al. | 2017
- 290
-
Matrix completion by least-square, low-rank, and sparse self-representationsFan, Jicong / Chow, Tommy W.S. et al. | 2017
- 306
-
GIR-based ensemble sampling approaches for imbalanced learningTang, Bo / He, Haibo et al. | 2017
- 320
-
Two-dimensional subspace alignment for convolutional activations adaptationLu, Hao / Cao, Zhiguo / Xiao, Yang / Zhu, Yanjun et al. | 2017
- 337
-
Active learning based on minimization of the expected path-length of random walks on the learned manifold structureChang, Chin-Chun / Liao, Bo-Han et al. | 2017
- 349
-
Automated segmentation of overlapped nuclei using concave point detection and segment groupingZhang, Wanjun / Li, Huiqi et al. | 2017
- 361
-
Nonnegative matrix factorization algorithms for link prediction in temporal networks using graph communicabilityMa, Xiaoke / Sun, Penggang / Qin, Guimin et al. | 2017
- 375
-
Fast density clustering strategies based on the k-means algorithmBai, Liang / Cheng, Xueqi / Liang, Jiye / Shen, Huawei / Guo, Yike et al. | 2017
- 387
-
Erratum to: A novel graph-based optimization framework for salient object detection [Pattern Recognition 64C (2017) 39–50]Zhang, Jinxia / Ehinger, Krista A. / Wei, Haikun / Zhang, Kanjian / Yang, Jingyu et al. | 2017
- 389
-
A very simple framework for 3D human poses estimation using a single 2D image: Comparison of geometric moments descriptorsAtrevi, Dieudonné Fabrice / Vivet, Damien / Duculty, Florent / Emile, Bruno et al. | 2017
- 402
-
Generation of human depth images with body part labels for complex human pose recognitionNishi, K. / Miura, J. et al. | 2017
- 414
-
Scale space clustering evolution for salient region detection on 3D deformable shapesWang, Xupeng / Sohel, Ferdous / Bennamoun, Mohammed / Guo, Yulan / Lei, Hang et al. | 2017
- 428
-
Spatio-temporal union of subspaces for multi-body non-rigid structure-from-motionKumar, Suryansh / Dai, Yuchao / Li, Hongdong et al. | 2017
- 444
-
Editorial of the Special Issue on Multi-instance Learning in Pattern Recognition and VisionWu, Jianxin / Bai, Xiang / Loog, Marco / Roli, Fabio / Zhou, Zhi-Hua et al. | 2017
- 446
-
Deep patch learning for weakly supervised object classification and discoveryTang, Peng / Wang, Xinggang / Huang, Zilong / Bai, Xiang / Liu, Wenyu et al. | 2017
- 460
-
SALE: Self-adaptive LSH encoding for multi-instance learningXu, Dongkuan / Wu, Jia / Li, Dewei / Tian, Yingjie / Zhu, Xingquan / Wu, Xindong et al. | 2017
- IFC
-
Editorial Board| 2015