《Image and Video Text Recognition Using Convolutional Neural Networks》是一本圖書,作者是Saidane, Zohra
基本介紹
- 外文名:Image and Video Text Recognition Using Convolutional Neural Networks
- 作者:Saidane, Zohra
- 出版時間:2011年4月
- 頁數:156 頁
- ISBN:9783844324617
- 定價:94.92 美元

《Image and Video Text Recognition Using Convolutional Neural Networks》是一本圖書,作者是Saidane, Zohra
引入了卷積神經網路(Convolutional Neural Network,CNN)構築的循環神經網路可以處理包含序列輸入的計算機視覺問題。歷史 1933年,西班牙神經生物學家Rafael Lorente de Nó發現大腦皮層(cerebral cortex)的解剖結構允許刺激在神經迴路中循環傳遞,並由此提出反響迴路假設(reverberating circuit hypothesis)。該假說在同時期的...
卷積神經網路(Convolutional Neural Networks, CNN)是一類包含卷積計算且具有深度結構的前饋神經網路(Feedforward Neural Networks),是深度學習(deep learning)的代表算法之一。卷積神經網路具有表征學習(representation learning)能力,能夠按其階層結構對輸入信息進行平移不變分類(shift-invariant classification),因此...
①卷積神經網路模型:卷積神經網路(Convolutional Neural Network,CNN)是一種專為處理具有格線結構數據(如圖像)設計的深度學習模型。CNN在圖像識別、物體檢測、視頻分析和計算機視覺等領域取得了顯著的成功。主要包含卷積層、激活函式、池化層、全連線函式等。②循環神經網路模型:循環神經網路(Recurrent Neural Network...
C. Cao, Y. Zhang, Y. Wu, H. Lu and J. Cheng, "Egocentric Gesture Recognition Using Recurrent 3D Convolutional Neural Networks with Spatiotemporal Transformer Modules", In Proceedings of IEEE International Conference On Computer Vision (ICCV), Venice, Italy, 2017.C. Cao, Y. Zhang, C. ...
[14]Xin Chen, Jian Weng, Wei Lu, "Deep Manifold Learning Combined with Convolutional Neural Networks for Action Recognition", IEEE Transactions on Neural Networks and Learning Systems, accepted.[13]Cong Lin, Wei Lu, Wei Sun, Jinhua Zeng, Tianhua Xu, Jian-Huang Lai, "Region duplication ...
[2] Zhe Yuan, Yixiong Yang, Jinshan Yue, Ruoyang Liu,Xiaoyu Feng, Zhiting Lin, Xiulong Wu, Xueqing Li, Huazhong Yang, Yongpan Liu*, A 65nm 24.7 uJ/Frame 12.3 mW Activation Similarity Aware Convolutional Neural Network Video Processor Using Hybrid Precision Inter Frame Data Reuse and ...
【09】Wenqiang Liu, Zhigang Liu, Yuyang Li,Hui Wang,Cheng Yang, Dan Wang, Donghai Zhai*,An Automatic Loose Defect Detection Method for Catenary Bracing Wire Components Using Deep Convolutional Neural Networks and Image Processing,IEEE Transactions on Instrumentation and Measurement,2021, Vol.70, ...
(12)Zhang Xianfu, Hu Yuping, Luo Ruimin, Li Chao, Tang Zhichuan*. The Impact of Load Style Variation on Gait Recognition Based on sEMG Images Using a Convolutional Neural Network[J]. Sensors, 2021. (SCI, JCR一區)(13)Li Yu, Wu Jianfeng, Lu Chunfu, Tang Zhichuan, Li Chengmin. ...
16 Zhuangzi Li, Xiaobin Zhu*, Lei Wang, Peiyu Guo2, " Image Classification using Convolutional Neural Networks and Kernel Extreme Learning Machines ", ICIP, 2018. (通訊作者) (CCF-C 會議)17 Xinming Zhang, Xiaobin Zhu*, etc., "SegGAN: Semantic Segmentation with Generative Adversarial Network...
[3] W. Zuo, K. Zhang, L. Zhang, Convolutional Neural Networks for Image Denoising and Restoration: Fundamentals, Open Challenges and New Trends, In: M. Bertalmío (eds.), Denoising of Photographic Images and Video, Springer, 2018.[2] W. Zuo, H. Zhang, K. Wang, 2009, “Subspace ...
卷積神經網路(Convolutional Neural Network,CNN)是一種前饋神經網路,它的人工神經元可以回響一部分覆蓋範圍內的周圍單元,對於大型圖像處理有出色表現。卷積神經網路由一個或多個卷積層和頂端的全連通層(對應經典的神經網路)組成,同時也包括關聯權重和池化層(pooling layer)。這一結構使得卷積神經網路能夠利用輸入...
Unit 6Artificial Neural Networks0 Part 1Reading & Translating Section A: Artificial Neural Networks Section B: Handwritten Digit Recognition Part 2Simulated Writing: Developing Reports and Proposals(II)Part 3Listening & Speaking Dialogue: Artificial Neural Network Listening Comprehension: Training ...
[6] Dehai Zhang, Yongchun Duan,Jing Guo, Yaowei Wang, Yun Yang, Zhenhui Li, Kelong Wang, Lin Wu,and Minghao Yu;Using Multi-Scale Convolutional Neural Network Based on Multi-Instance Learning to Predict the Efficacy of Neoadjuvant Chemoradiotherapy for Rectal Cancer, IEEE Journal of Translational ...
[12] Tao X, Wang Z, Zhang Z, et al. Wire defect recognition of spring-wire socket using multitask convolutional neural networks[J]. IEEE Transactions on Components, Packaging and Manufacturing Technology, 2018, 8(4): 689-698. (SCI)[13] Tao X*, Zhang D, Ma W, Liu X, Xu D. ...
Richard Socher, Brody Huval, Christopher D. Manning and Andrew Y. Ng in EMNLP 2012.End-to-End Text Recognition with Convolutional Neural Networks Tao Wang, David J. Wu, Adam Coates and Andrew Y. Ng in ICPR 2012.Selecting Receptive Fields in Deep Networks Adam Coates and Andrew Y. Ng in ...
[22] Wei Fang, Yewen Ding, Feihong Zhang, Victor S. Sheng. Gesture recognition based on convolutional neural network for calculation and text output. IEEE access,2019,7(1):28230-28237.(SCI二區)[23] Wei Fang, Feihong Zhang, Victor S. Sheng, Yewen Ding. A Method for Improving CNN-...
Luo,X., Qin, X., Wu, Z.*, Yang, F.,Wang, M., & Shang, J. (2019). Sediment Classification of Small-Size SeabedAcoustic Images Using Convolutional Neural Networks. IEEE Access, 7,98331-98339.Wang,H., Tao, C., Chen, S., Wu, Z., Du, Y., Zhou, J., ... &Liu, Y. (...
(3) Dynamic Fusion of Convolutional Features based on Spatial and Temporal Attention for Visual Tracking, Proceedings of the 2019 International Joint Conference on Neural Networks (IJCNN 2019), 2019-07, 通訊作者 (4) Training a V1 Like Layer Using Gabor Filters in Convolutional Neural Networks,...
[2]An Efficient 3D Model Retrieval Method Based on Bo Ding, Lei Tang, and Yong-jun He*, Convolutional Neural Network, Complexity, Volume2020Article ID9050459, 2020.[3]湯磊,丁博*,何勇軍,基於卷積神經網路的高效三維模型檢索方法,電子學報。[4] Yongjun He, Deyun Chen, Jiqing Han, “Dictionary ...
5.Hongjian Zhan, Shujing Lyu, Yue Lu. Handwritten Digit String Recognition using Convolutional Neural Network. ICPR2018, Beijing, China, August 20-24, 2018. pp.3729-3734.6.Zheng Yu, Shujing Lyu, Yue Lu, Patrick Wang. A Fusion Strategy for the Single Shot Text Detector. ICPR2018, Beijing...
[33] Wei Zhang, Jiepeng Cen, and Huicheng Zheng, “Temporal inception architecture for action recognition with convolutional neural networks,” in Proc. International Conference on Pattern Recognition, 2018, pp. 3216-3221.[32] Jiayu Dong, Huicheng Zheng, and Lina Lian, “Dynamic facial expression...
[15]Yuan hong Zhong*; Shun Zhang; Rongbu He et al. A Convolutional Neural Network Based Auto Features Extraction Method for Tea Classification with Electronic Tongue[J]. Applied Science-BASEL. 2019, Vol.9, No.12, 2518.[16]Yuanhong Zhong*; Junyuan Gao; Qilun Lei; et al . A Vision-...
[10]. Hu Weidong, Zhang Wenlong, Chen Shi, Lv Xin, An Dawei, and Ligthart Leo, "A Deconvolution Technology of Microwave Radiometer Data Using Convolutional Neural Networks," Remote Sensing, vol. 10, no. 2, p. 275, 2018.[11]. Shahzad Waseem, Hu Weidong, Ali Qasim, Raza Hamid, ...
·Yuanyuan Liu,Zhong Xie, Xi Gong, Fang Fang.“Deep Transfer Feature Based Convolutional Neural Forests for Head Pose Estimation”, Pacific-Rim Symposium on Image and Video Technology (PRSIVT), Springer, Cham, 2017: 5-16.·Lu Wang, Fang Fang, Xiaohui Yuan,Yuanyuan Liu, Zhongwen Luo,“...
[2] Xintao Ding, Yonglong Luo, Qingying Yu, Qingde Li, Yongqiang Cheng, Robert Munnoch, Dongfei Xue, Guorong Cai. Indoor object recognition using pre-trained convolutional neural network. IEEE, 2017 23rd International Conference on Automation and Computing (ICAC), 2017, pp. 1-6. (EI)[3]...
[33]. Y. Zhou, H. Wang, Feng Xu and Y.Q. Jin, “Polarimetric SAR Image Classification Using Deep Convolutional Neural Networks”, IEEE Geosci. Remote Sens. Lett., 13(12), pp.1935-1939, 2016.[34]. Feng Xu et al., “A backscattering model of rainfall over rough sea surface for ...
[54]Ronggui Wang, Xie Yunfei, Juan Yang, Lixia Xue, Min Hu, Qingyang Zhang. Large scale automatic image annotation based on convolutional neural network,Journal of Visual Image Communication and Representation, 2016 [53]汪榮貴,丁凱,楊娟,薛麗霞,張清楊.三角形約束下的詞袋模型圖像分類方法. 軟體學報,...
7、Xuewen Hou, Xin Wang, Shengdong Nie*,Convolutional neural network based approach for classification of edible oils using low-field nuclear magnetic resonance[J],Journal of Food Composition and Analysis,(SCI,影響因子4.556,2區),2020,92:103566 8、Wu Wenhao,Nie Shengdong*,...
[4] Liu, Y., Chen, X., Cheng, Juan, Peng, H. and Wang, Z., Infrared and visible image fusion with convolutional neural networks. International Journal of Wavelets, Multiresolution and Information Processing, 16(03), p.1850018, 2018.[5] Li C, Liu Y, Cheng Juan, Song R, Peng H,...
