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Extremely Sparse Networks via Binary Augmented Pruning for Fast Image Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 14
作者:  Wang, Peisong;  Li, Fanrong;  Li, Gang;  Cheng, Jian
收藏  |  浏览/下载：189/0  |  提交时间：2022/01/27
Hardware acceleration  image classification  neural networks  pruning  software-hardware codesign  
Few-Shot Visual Classification Using Image Pairs With Binary Transformation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2020, 卷号: 30, 期号: 9, 页码: 2867-2871
作者:  Zhang, Chunjie;  Li, Chenghua;  Cheng, Jian
收藏  |  浏览/下载：208/0  |  提交时间：2021/01/07
Training  Visualization  Testing  Correlation  Image representation  Automation  Convolutional neural networks  Few-shot classification  visual classification  image pair  binary transformation  object categorization  
Multiview Semantic Representation for Visual Recognition 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 5, 页码: 2038-2049
作者:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
收藏  |  浏览/下载：220/0  |  提交时间：2020/06/22
Image classification  multiview  object categorization  semantic representation  visual recognition  
Multi-View Image Classification With Visual, Semantic and View Consistency 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 617-627
作者:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
收藏  |  浏览/下载：267/0  |  提交时间：2020/03/30
Semantics  Visualization  Correlation  Training  Internet  Encoding  Image representation  Multi-view learning  image classification  visual consistency  semantic consistency  view consistency  
BitStream: An efficient framework for inference of binary neural networks on CPUs 期刊论文
PATTERN RECOGNITION LETTERS, 2019, 卷号: 125, 页码: 303-309
作者:  Jiang, Yanshu;  Zhao, Tianli;  He, Xiangyu;  Leng, Cong;  Cheng, Jian
Adobe PDF(1252Kb)  |  收藏  |  浏览/下载：280/37  |  提交时间：2019/12/16
Convolutional neural networks  Binary neural networks  Image classification  
Multiview Label Sharing for Visual Representations and Classifications 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 4, 页码: 903-913
作者:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
Adobe PDF(615Kb)  |  收藏  |  浏览/下载：354/99  |  提交时间：2018/10/10
Multi-view Learning  Linear Transformation  Shared Space  Image Representation  Visual Classification  
Birds of a feather flock together: Visual representation with scale and class consistency 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 460, 期号: 460-461, 页码: 115-127
作者:  Zhang, Chunjie;  Li, Chenghua;  Lu, Dongyuan;  Cheng, Jian;  Tian, Qi
浏览  |  Adobe PDF(2229Kb)  |  收藏  |  浏览/下载：274/47  |  提交时间：2018/10/10
Scale Consistency  Discriminative Sparse Coding  Class Consistency  Image Classification  
Accelerating Convolutional Neural Networks for Mobile Applications 会议论文
, Amsterdam, Netherlands, 2016.10-15-10.19
作者:  Wang, Peisong;  Cheng, Jian
浏览  |  Adobe PDF(563Kb)  |  收藏  |  浏览/下载：498/252  |  提交时间：2018/01/07
Convolutional Neural Networks  Acceleration  Image Classification  Tensor Decomposition  
Object Categorization Using Class-Specific Representations 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 9, 页码: 4528-4534
作者:  Zhang, Chunjie;  Cheng, Jian;  Li, Liang;  Li, Changsheng;  Tian, Qi
浏览  |  Adobe PDF(1061Kb)  |  收藏  |  浏览/下载：7176/364  |  提交时间：2017/09/24
Class-specific Representation  Image Classification  Object Categorization  Visual Representation  
Image classification using boosted local features with random orientation and location selection 期刊论文
Information Sciences, 2015, 期号: 310, 页码: 118-129
作者:  Zhang CJ(张淳杰);  Cheng J(程健);  Zhang YF(张一帆);  Liu J(刘静);  Liang C(梁超);  Pang JB(庞俊彪);  Huang QM(黄庆明);  Tian Q(田奇)
浏览  |  Adobe PDF(1849Kb)  |  收藏  |  浏览/下载：316/83  |  提交时间：2017/09/19
Sparse Coding  Image Classification  Random Orientation  Boosting  Local Feature Selection