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2018 IEEE Fourth International Conference on Multimedia Big Data (BigMM)

Sept. 13 2018 to Sept. 16 2018

Xi'an

Table of Contents

Deep Transfer Learning for Person Re-IdentificationFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Haoran Chen, Yaowei Wang, Yemin Shi, Ke Yan, Mengyue Geng, Yonghong Tian, Tao Xiang
A New Guided Image Denoising by Principal Component Analysis with Local Pixel GroupingFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Xinji Liu, Tao Dai
Joint Entropy Degradation Based Blind Image Quality AssessmentFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Jinjian Wu, Man Zhang, Xuemei Xie, Guangming Shi, Zuoming Sun
Deep Residual Feature Learning for Action PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Shuangshuang Guo, Laiyun Qing, Jun Miao, Lijuan Duan
PFNet: A Novel Part Fusion Network for Fine-Grained Image CategorizationFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Jinlin Guo, Jingyun Liang, Liang Bai, Songyang Lao
Automatic Generation of Textual Advertisement for Video AdvertisingFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Yumeng Liang, Wu Liu, Kun Liu, Huadong Ma
A Progressive Vehicle Search System for Video Surveillance NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Xinchen Liu, Wu Liu, Huadong Ma, Shuangqun Li
PF-Face: A Parallel Framework for Face Classification and Search from Massive Videos Based on SparkFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Jinna Lv, Bin Wu, Chang Liu, Xiaoyan Gu
Appearance and Gait-Based Progressive Person Re-Identification for Surveillance SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Shuangqun Li, Meng Zhang, Wu Liu, Huadong Ma, Zhen Meng
Highly Parallel Acceleration of HEVC Encoding on ARM PlatformFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Chi Zhang, Bo Xiao, Hanli Wang
Image Reconstruction from Patch Compressive Sensing MeasurementsFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Yahan Wang, Huihui Bai, Yao Zhao
Toward Efficient Simultaneous Detection and SegmentationFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Chong Zhang, Zongxian Li, Qiong Liu, Yonghong Tian, Wei Zeng, Yaowei Wang, Wenbai Chen
DotaNet: Two-Stream Match-Recurrent Neural Networks for Predicting Social Game ResultFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Zhen Qi, Xiangbo Shu, Jinhui Tang
Saliency-Based Spatiotemporal Attention for Video CaptioningFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Yangyu Chen, Weigang Zhang, Shuhui Wang, Liang Li, Qingming Huang
Learning Label-Specific Features for Multi-Label Classification with Missing LabelsFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Jun Huang, Feng Qin, Xiao Zheng, Zekai Cheng, Zhixiang Yuan, Weigang Zhang
Adaptive Optimization with Nested Prior Navigation for Blind Image DeblurringFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Caisheng Mao, Risheng Liu, Haojie Li
Image Retargeting with Robust Multi-Scale Epitomic Resizing and Seamless MergingFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Qijun Wang
Unrolled Optimization with Deep Priors for Intrinsic Image DecompositionFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Cheng Yang, Risheng Liu, Long Ma, Xin Fan, Haojie Li, Miao Zhang
Reasonably Assign Label Distributions to GAN Images in Person Re-Identification BaselineFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Kunhong Yu, Congyan Lang, Songhe Feng, Tao Wang
Improved Single Shot Object Detector Using Enhanced Features and Predicting HeadsFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Xu Zhao, Chaoyang Zhao, Yousong Zhu, Ming Tang, Jinqiao Wang
Spatial- Temporal Attention for Image CaptioningFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Junwei Zhou, Xi Wang, Jizhong Han, Songlin Hu, Hongchao Gao
Moving Object Detection via Robust Low-Rank and Sparse Separating with High-Order Structural ConstraintFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Aihua Zheng, Yumiao Zhao, Chenglong Li, Jin Tang, Bin Luo
Understanding the Prediction Process of Deep Networks by ForestsFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Jie Lei, Zhe Wang, Zunlei Feng, Mingli Song, Jiajun Bu
Graph-Based Point Cloud DenoisingFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Xianz Gao, Wei Hu, Zongming Guo
Multiple Vehicle Detection with Different Scales in Urban Surveillance VideoFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Huan Geng, Jun Guan, Hui Pan, Huiyuan Fu
Occlusion Region Searching and Segmentation for Multi-Human Detection Based on RGB-D InformationFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Xiaomou Zhang, Guanghua Yu, Teng Chen, Huiyuan Fu
Analyzing Periodicity and Saliency for Pornographic Video DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Yizhi Liu, Liangran Wu, Junlin Ouyang, Miao Liao
Single Image Dehazing via Adaptive Transmission Optimization with Deep PriorFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Shiqi Li, Risheng Liu, Xin Fan, Haojie Li
StarNet: Convolutional Neural Network for Dim Small Target Extraction in Star ImageFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Danna Xue, Jinqiu Sun, Yaoqi Hu, Yushu Zheng, Yu Zhu, Yanning Zhang
Light Field Image Coding with Disparity Correlation Based PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Xinyu Zhang, Hanli Wang, Tao Tian
A New Data Embedding Method with a New Data Embedding Domain for JPEG ImagesFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Yuanfang Guo, Xiaochun Cao, Rui Wang, Cheng Jin
Super-Pixel Cloud Detection Using Hierarchical Fusion CNNFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Han Liu, Dan Zeng, Qi Tian
Improving Residual Block for Semantic Image SegmentationFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Fei Liu, Jing Liu, Jun Fu, Hanqing LU
DVD: Constructing a Discriminative Video Descriptor by Convolving Frame FeaturesFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Yang Bo, Yixin Chen, Wenbo He, Jie Xiang
A Regression Approach to Speech Source Localization Exploiting Deep Neural NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Zhaoqiong Huang, Ji Xu, Jielin Pan
Video Captioning with Semantic GuidingFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Jin Yuan, Chunna Tian, Xiangnan Zhang, Yuxuan Ding, Wei Wei
Unsupervised Video Summarization Based on Consistent Clip GenerationFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Xin Ai, Yan Song, Zechao Li
Random Draw Forest: A Salient Index for Similarity Search Over Multimedia DataFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Yangdi Lu, Wenbo He, Amir Nabatchian
Image Deeper Passive Forgery Detection Based on SIFT and Higher-Order Statistics FeaturesFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Ju Zhang, Qiuqi Ruan, Yi Jin, Jing Ge
A Multi-Scale CRNN Model for Chinese Papery Medical Document RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Yulei Zhao, Wenyuan Xue, Qingyong Li
Fine-grained Vehicle Recognition Using Lightweight Convolutional Neural Network with Combined Learning StrategyFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Qiang Zhang, Li Zhuo, Shiyu Zhang, Jiafeng Li, Hui Zhang, Xiaoguang Li
Video Frame Interpolation Using Recurrent Convolutional LayersFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Zhifeng Zhang, Li Song, Rang Xie, Li Chen
SegGAN: Semantic Segmentation with Generative Adversarial NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Xinming Zhang, Xiaobin Zhu, 3rd Xiao–Yu Zhang, Naiguang Zhang, Peng Li, Lei Wang
The Research on Video Fingerprint Algorithm Based on Salient RegionFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Jie Xu, Jiaxing Zhang, Aiyun Xie, Linke Li
Discriminative Latent Semantic Regression for Cross-Modal Hashing of Multimedia RetrievalFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Jianwu Wan, Yi Wang
Multiple Kernel Boosting Based Two-level RGBD Image Co-SegmentationFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Lishan Wu, Zhi Liu, Ran Shi
Image Captioning Based on Adaptive Balancing LossFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Linghui Li, Sheng Tang, Junbo Guo, Rui Wang, Bo Lyu, Qi Tian, Yongdong Zhang
Improving Fine-Grained Object Classification Using Adversarial Generated Unlabelled SamplesFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Enze Xie, Guangyao Li, Wenyu Liu
Joint Rate-Distortion Optimization for Simultaneous Texture and Deep Feature Compression of Facial ImagesFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Yang Li, Chuanmin Jia, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao
Stacked K-Means Hashing Quantization for Nearest Neighbor SearchFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Yalin Chen, Zhiyang Li, Jia Shi, Zhaobin Liu, Wenyu Qu
Video Deflickering Using Multi - Frame OptimizationFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Chao Li, Zhihua Chen, Bin Sheng, Ping Li, Gaoqi He
Iris Liveness Detection: A SurveyFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Yangyu Chen, Weigang Zhang
Single Low-Light Image Enhancement by Fusing Multiple SourcesFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Zhuang Feng, Zhiyuan Zhou, Richang Hong, Shijie Hao, Yong Ge, Meng Wang
Facial Landmark Localization in the Wild by Backbone-Branches Representation LearningFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Lingbo Liu, Guanbin Li, Yuan Xie, Liang Lin, Yizhou Yu
Localization of Multiple Power Line Insulators Based on Shape Feature Points and Equidistant Model in Aerial ImagesFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Zhenbing Zhao, Ke Zhang, Yaping Cui, Ning Liu, Guozhi Xu, Yongjie Zhai
Reference Based on Adaptive Attention Mechanism for Image CaptioningFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Shuang Liu, Liang Bai, Yanming Guo, Haoran Wang
Single Hyperspectral Image Super-Resolution with Grouped Deep Recursive Residual NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Yong Li, Lei Zhang, Chen Dingl, Wei Wei, Yanning Zhang
Enhancing Sampling and Counting Method for Audio Retrieval with Time-Stretch ResistanceFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Shanshan Yao, Baoning Niu, Jianquan Liu
Enhanced Text-Guided Attention Model for Image CaptioningFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Yuanen Zhou, Zhenzhen Hu, Ye Zhac, Xueliang Liu, Richang Hong
LR2-SR: Laplacian Regularized Low-Rank Sparse Representation for Single Image Super-ResolutionFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Wenming Yang, Xuesen Shang, Kaiquan Chen, Shuifa Sun
Stacking VAE and GAN for Context-aware Text-to-Image GenerationFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Chenrui Zhang, Yuxin Peng
A Band Grouping Based Hyperspectral Imagery Classification Method with Analysis Dictionary LearningFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Mengting Ma, Cong Wang, Lei Zhang, Yanning Zhang, Wei Wei
A 3D Visual Comfort Metric Based on Binocular Asymmetry FactorFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Feng Qi, Tingting Jiang, Jian Zhang, Huizhu Jia, Xilin Chen
The Keywords Spotting with Context for Multi -Oriented Chinese Scene TextFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Dao Wu, Rui Wang, Xiaowei Tian, Dong Liang, Xiaochun Cao
Enhanced Motion Vector Prediction for Video CodingFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Suhong Wang, Zhao Wang, Falei Luo, Shanshe Wang, Siwei Ma, Wen Gao
Light Filed Image Quality Assessment by Local and Global Features of Epipolar Plane ImageFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Yuming Fang, Kangkang Wei, Junhui Hou, Wenying Wen, Nevrez Imamoglu
Coupled Unsupervised Deep Convolutional Domain Adaptation for Speech Emotion RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Ocquaye Elias Nii Noi, Mao Qirong, Guopeng Xu, Yanfei Xue
A Deep-Learning Based Multi-Modality Sensor Calibration Method for USVFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Hao Liu, Yingjian Liu, Xiaoyan Gu, Yingying Wu, Fangchao Qu, Lei Huang
Forward-Backward Nonlinear Sparse Dictionary Selection Based Video SummarizationFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Mingyang Ma, Shaohui Mei, Shuai Wan, Zhiyong Wang, David Dagan Feng
Real-Time Vehicle Detection from UAV ImageryFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Xuemei Xie, Wenzhe Yang, Guimei Cao, Jianxiu Yang, Zhifu Zhao, Shu Chen, Quan Liao, Guangming Shi
Image Classification to Determine the Level of Street Cleanliness: A Case StudyFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Abdullah Alfarrarjeh, Seon Ho Kim, Sumeet Agrawal, Meghana Ashok, Su Young Kim, Cyrus Shahabi
Spatial Coverage Measurement of Geo- Tagged Visual Data: A Database ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Abdullah Alfarrarjeh, Seon Ho Kim, Akshay Deshmukh, Shivnesh Rajan, Ying Lu, Cyrus Shahabi
Fast Image Upsampling via Adaptive Gradient Sharpening and Transformed- Texture ConstraintFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Qiang Song, Ruiqin Xiong, Wen Gao, Xiaopeng Fan, Feng Wu
Residual-Based Video Restoration for HEVC Intra CodingFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Li Ma, Yonahong Tian, Tieiun Huang
A Method to Accelerate K-Means and GMM Computation with GPU and Multi-Core CPUFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Boyang Gao, Ningning Liu, Xiangting Wang, Mengfei Lan, Zixuan Zhao, Emmanuei Dellandrea, Liming Chen
Foreground Gated Network for Surveillance Object DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Zhihang Fu, Chang Zhou, Hongwei Yong, Rongxin Jiang, Xiang Tian, Yaowu Chen, Xian-Sheng Hua
Outfit Recommendation with Deep Sequence LearningFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Yangbangyan Jiang, Qianqian XU, Xiaochun Cao
Active Sampling for Subjective Video Quality AssessmentFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Yangbangyan Jiang, Qianqian Xu, Weigang Zhang, Qingming Huang
Representation Learning of Knowledge Graphs with Entity Attributes and Multimedia DescriptionsFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Yukun Zuo, Quan Fang, Shengsheng Qian, Xiaorui Zhang, Changsheng Xu
Modular Manifold Ranking for Image RecommendationFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Ting Jia, Meng Jian, Lifang Wu, Yonghao He
Content-Aware Bilateral FilteringFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Tao Dai, Yongbing Zhang, Li Dong, Lida Li, Xinji Liu, Shutao Xia
Person Re-Identification with Hybrid Loss and Hard Triplets MiningFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Zihao Hu, Huiyan Wu, Shengcai Liao, Hai–Miao Hu, Si Liu, Bo Li
Face Recognition Based on Densely Connected Convolutional NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Tong Zhang, Rong Wang, Jianwei Ding, Xin Li, Bo Li
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