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ORCID1st PRCV 2018: Guangzhou, China
- Jian-Huang Lai, Cheng-Lin Liu, Xilin Chen, Jie Zhou, Tieniu Tan, Nanning Zheng, Hongbin Zha:
Pattern Recognition and Computer Vision - First Chinese Conference, PRCV 2018, Guangzhou, China, November 23-26, 2018, Proceedings, Part II. Lecture Notes in Computer Science 11257, Springer 2018, ISBN 978-3-030-03334-7
Deep Learning
- Guotian Xie, Jianhuang Lai:
An Interpretation of Forward-Propagation and Back-Propagation of DNN. 3-15 - Xiangteng He, Yuxin Peng:
Multi-attention Guided Activation Propagation in CNNs. 16-27 - Jie Fang, Xiaoqian Cao:
GAN and DCN Based Multi-step Supervised Learning for Image Semantic Segmentation. 28-40 - Xin Jin
, Le Wu, Xinghui Zhou, Geng Zhao, Xiaokun Zhang, Xiaodong Li, Shiming Ge:
Predicting Aesthetic Radar Map Using a Hierarchical Multi-task Network. 41-50 - Qingsen Yan, Jinqiu Sun, Shaolin Su, Yu Zhu, Haisen Li, Yanning Zhang:
Blind Image Quality Assessment via Deep Recursive Convolutional Network with Skip Connection. 51-61 - Di Zang, Yang Fang, Dehai Wang, Zhihua Wei, Keshuang Tang, Xin Li:
Long Term Traffic Flow Prediction Using Residual Net and Deconvolutional Neural Network. 62-74 - Yao Lu, Guangming Lu, Rui Lin, Bing Ma:
Pyramidal Combination of Separable Branches for Deep Short Connected Neural Networks. 75-86 - Xiao Liu, Ling Mei, Dakun Yang, Jianhuang Lai, Xiaohua Xie:
Feature Visualization Based Stacked Convolutional Neural Network for Human Body Detection in a Depth Image. 87-98 - Xiao Wang, Xiaohua Xie, Jianhuang Lai:
Convolutional LSTM Based Video Object Detection. 99-109 - Lei Chen, Jin Gao, Yuan Yuan, Li Wan:
Agricultural Question Classification Based on CNN of Cascade Word Vectors. 110-121 - Liangqi Li, Hua Yang, Lin Chen:
Spatial Invariant Person Search Network. 122-133 - Jie Li, Yue Zhou:
Image Super-Resolution Based on Dense Convolutional Network. 134-145 - Kejun Wang, Liangliang Liu, Xinnan Ding, Yibo Xu, Haolin Wang:
A Regression Approach for Robust Gait Periodicity Detection with Deep Convolutional Networks. 146-156 - Xuelin Ma, Shuang Qiu, Yuxing Zhang, Xiaoqin Lian, Huiguang He:
Predicting Epileptic Seizures from Intracranial EEG Using LSTM-Based Multi-task Learning. 157-167 - Ye Li, Huicheng Zheng, Lvran Chen:
Multi-flow Sub-network and Multiple Connections for Single Shot Detection. 168-179 - Chuanzhi Xu, Yue Zhou:
Consistent Online Multi-object Tracking with Part-Based Deep Network. 180-192 - Sanli Tang, Haoyuan Chi, Jie Yang, Xiaolin Huang, Masoumeh Zareapoor:
Deep Supervised Auto-encoder Hashing for Image Retrieval. 193-205 - Yiqi Yan, Lei Zhang, Jun Li, Wei Wei, Yanning Zhang:
Accurate Spectral Super-Resolution from Single RGB Image Using Multi-scale CNN. 206-217 - Ming Li, Zengfu Wang:
Dynamic Facial Expression Recognition Based on Trained Convolutional Neural Networks. 218-226 - Xiang Li, Wei Li, Mengmeng Zhang:
Nuclei Classification Using Dual View CNNs with Multi-crop Module in Histology Images. 227-236 - Yijing Lv, Huicheng Zheng, Wei Zhang:
Multi-level Three-Stream Convolutional Networks for Video-Based Action Recognition. 237-249 - Yicheng Wu, Yong Xia, Yanning Zhang:
Deep Classification and Segmentation Model for Vessel Extraction in Retinal Images. 250-258 - Ting-Ting Liang, Mengyan Sun, Liangcai Gao, Jing-Jing Lu, Satoshi Tsutsui:
APNet: Semantic Segmentation for Pelvic MR Image. 259-272 - Shanshan Wang, Lei Zhang:
LSTN: Latent Subspace Transfer Network for Unsupervised Domain Adaptation. 273-284 - Wang Xie, Hongxia Gao, Zhanhong Chen:
Image Registration Based on Patch Matching Using a Novel Convolutional Descriptor. 285-296 - Lvyuan Fan, Minglei Tong, Min Li:
CAFN: The Combination of Atrous and Fractionally Strided Convolutional Neural Networks for Understanding the Densely Crowded Scenes. 297-307 - Xiaofei Zhou, Zhi Liu, Chen Gong, Gongyang Li, Mengke Huang:
Video Saliency Detection Using Deep Convolutional Neural Networks. 308-319 - Kazi Aminul Islam, Daniel Pérez, Victoria Hill, Blake Schaeffer, Richard Zimmerman, Jiang Li:
Seagrass Detection in Coastal Water Through Deep Capsule Networks. 320-331 - Lina Wang, Benxiu Liu, Haizhen Wang, Guoqiang Zhong, Junyu Dong:
Deep Gabor Scattering Network for Image Classification. 332-343 - Shuwen Qiu, Weihong Deng:
Deep Local Descriptors with Domain Adaptation. 344-355 - Zhichao Zhang, Shugong Xu, Shan Cao, Shunqing Zhang:
Deep Convolutional Neural Network with Mixup for Environmental Sound Classification. 356-367 - Chengpeng Chen, Xinhang Song, Shuqiang Jiang:
Focal Loss for Region Proposal Network. 368-380 - Wenwen Yang, Jun Feng, Qirong Bo, Yixuan Yang, Bo Jiang:
A Shallow ResNet with Layer Enhancement for Image-Based Particle Pollution Estimation. 381-391 - Su Li, Xiangyu Ren, Lu Yang:
Fully CapsNet for Semantic Segmentation. 392-403 - Daniel Pérez, Kazi Aminul Islam, Victoria Hill, Richard Zimmerman, Blake Schaeffer, Jiang Li:
DeepCoast: Quantifying Seagrass Distribution in Coastal Water Through Deep Capsule Networks. 404-416 - Shiming Duan, Wei Hu, Ruirui Li, Wei Li, Shihao Sun:
Attention Enhanced ConvNet-RNN for Chinese Vehicle License Plate Recognition. 417-428 - Maoshu Xu, Haigang Zhang, Jinfeng Yang:
Prohibited Item Detection in Airport X-Ray Security Images via Attention Mechanism Based CNN. 429-439 - Yiqing Zheng, Xiaolu Hu, Ning Bi, Jun Tan:
A Modified PSRoI Pooling with Spatial Information. 440-445 - Juzheng Li, Pengfei Ge, Chuan-Xian Ren:
A Sparse Substitute for Deconvolution Layers in GANs. 446-456 - Yuan Yuan, Sisi Fang, Lei Chen:
Crop Disease Image Classification Based on Transfer Learning with DCNNs. 457-468 - Jin Zhang, Jiansheng Chen, Yiqing Huang, Weitao Wang, Tianpeng Li:
Applying Online Expert Supervision in Deep Actor-Critic Reinforcement Learning. 469-478 - Lifang Wu, Shuai Zhang, Meng Jian, Zhijia Zhao, Dong Wang:
Shot Boundary Detection with Spatial-Temporal Convolutional Neural Networks. 479-491 - Tao Zhang, Hong Tang:
Built-Up Area Extraction from Landsat 8 Images Using Convolutional Neural Networks with Massive Automatically Selected Samples. 492-504 - Xuefei Zheng, Min Zhang, Jiawei Hu, Weifu Chen, Guocan Feng:
Weighted Graph Classification by Self-Aligned Graph Convolutional Networks Using Self-Generated Structural Features. 505-516
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