2018 MMM国际会议多媒体建模论文集(第4版)无水印PDF

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Cost-Sensitive Deep Metric Learning for Fine-Grained Image

Classification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 130

Junjie Zhao and Yuxin Peng

Crowd Distribution Estimation with Multi-scale Recursive Convolutional

Neural Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 142

Meng Wei, Yu Kang, Weiguo Song, and Yang Cao

Deep Convolutional Neural Network for Correlating Images

and Sentences. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 154

Yuhua Jia, Liang Bai, Peng Wang, Jinlin Guo, and Yuxiang Xie

Deep Pedestrian Detection Using Contextual Information

and Multi-level Features. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 166

Weijie Kong, Nannan Li, Thomas H. Li, and Ge Li

Dual-Way Guided Depth Image Inpainting with RGBD Image Pairs . . . . . . . 178

Hua Yuan, Yuanyuan Zhou, Yun Sheng, and Guixu Zhang

Efficient and Interactive Spatial-Semantic Image Retrieval . . . . . . . . . . . . . . 190

Ryosuke Furuta, Naoto Inoue, and Toshihiko Yamasaki

Evaluation of Visual Content Descriptors for Supporting Ad-Hoc Video

Search Tasks at the Video Browser Showdown. . . . . . . . . . . . . . . . . . . . . . 203

Sabrina Kletz, Andreas Leibetseder, and Klaus Schoeffmann

Find Me a Sky: A Data-Driven Method for Color-Consistent Sky Search

and Replacement. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 216

Saumya Rawat, Siddhartha Gairola, Rajvi Shah, and P. J. Narayanan

Font Recognition in Natural Images via Transfer Learning . . . . . . . . . . . . . . 229

Yizhi Wang, Zhouhui Lian, Yingmin Tang, and Jianguo Xiao

Frame-Based Classification of Operation Phases in Cataract

Surgery Videos . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 241

Manfred Jüergen Primus, Doris Putzgruber-Adamitsch,

Mario Taschwer, Bernd Münzer, Yosuf El-Shabrawi,

Laszlo Böszörmenyi, and Klaus Schoeffmann

High-Precision 3D Coarse Registration Using RANSAC

and Randomly-Picked Rejections . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 254

Jong-Hee Back, Sunho Kim, and Yo-Sung Ho

Image Aesthetic Distribution Prediction with Fully

Convolutional Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 267

Huidi Fang, Chaoran Cui, Xiang Deng, Xiushan Nie,

Muwei Jian, and Yilong Yin

XVI Contents – Part I

Improving the Quality of Video-to-Language Models by Optimizing

Annotation of the Training Material . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 279

Laura Pérez-Mayos, Federico M. Sukno, and Leo Wanner

Iterative Active Classification of Large Image Collection . . . . . . . . . . . . . . . 291

Mofei Song, Zhengxing Sun, Bo Li, and Jiagao Hu

Learning to Index in Large-Scale Datasets . . . . . . . . . . . . . . . . . . . . . . . . . 305

Amorntip Prayoonwong, Cheng-Hsien Wang, and Chih-Yi Chiu

Light Field Foreground Matting Based on Defocus and Correspondence . . . . 317

Jianshe Zhou, Tuya Naren, Xianyu Chen, Yike Ma, Jie Liu,

and Feng Dai

LOCO: Local Context Based Faster R-CNN for Small Traffic

Sign Detection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 329

Peng Cheng, Wu Liu, Yifan Zhang, and Huadong Ma

Multi-hypothesis-Based Error Concealment for Whole Frame Loss

inHEVC................................................ 342

Yongfei Zhang and Zhe Li

Multi-stream Fusion Model for Social Relation Recognition from Videos. . . . 355

Jinna Lv, Wu Liu, Lili Zhou, Bin Wu, and Huadong Ma

Multimodal Augmented Reality – Augmenting Auditory-Tactile Feedback

to Change the Perception of Thickness . . . . . . . . . . . . . . . . . . . . . . . . . . . 369

Geert Lugtenberg, Wolfgang Hürst, Nina Rosa, Christian Sandor,

Alexander Plopski, Takafumi Taketomi, and Hirokazu Kato

Parameter Selection for Denoising Algorithms Using NR-IQA

with CNN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 381

Jianjun Li, Lanlan Xu, Haojie Li, Chin-chen Chang, and Fuming Sun

Real-Time Polyps Segmentation for Colonoscopy Video Frames Using

Compressed Fully Convolutional Network . . . . . . . . . . . . . . . . . . . . . . . . . 393

Itsara Wichakam, Teerapong Panboonyuen, Can Udomcharoenchaikit,

and Peerapon Vateekul

Recursive Pyramid Network with Joint Attention

for Cross-Media Retrieval . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 405

Yuxin Yuan and Yuxin Peng

Reinforcing Pedestrian Parsing on Small Scale Dataset . . . . . . . . . . . . . . . . 417

Qi Zheng, Jun Chen, Junjun Jiang, and Ruimin Hu

Remote Sensing Image Fusion Based on Two-Stream Fusion Network . . . . . 428

Xiangyu Liu, Yunhong Wang, and Qingjie Liu

Contents – Part I XVII

REVT: Robust and Efficient Visual Tracking by Region-Convolutional

Regression Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 440

Peng Wu, Di Huang, and Yunhong Wang

Shallow-Water Image Enhancement Using Relative Global Histogram

Stretching Based on Adaptive Parameter Acquisition . . . . . . . . . . . . . . . . . . 453

Dongmei Huang, Yan Wang, Wei Song , Jean Sequeira,

and Sébastien Mavromatis

Spatiotemporal 3D Models of Aging Fruit from Multi- view

Time-Lapse Videos . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 466

Lintao Guo, Hunter Quant, Nikolas Lamb, Benjamin Lowit,

Sean Banerjee, and Natasha Kholgade Banerjee

Stitch-Based Image Stylization for Thread Art Using Sparse Modeling . . . . . 479

Kewei Yang, Zhengxi ng Sun, Shuang Wang, and Bo Li

Teacher and Student Joint Learning for Compact Facial Lan dmark

Detection Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 493

Hong Joo Lee, Wissam J. Baddar, Hak Gu Kim, Seong Tae Kim,

and Yong Man Ro

Text Image Deblurring via Intensity Extremums Prior . . . . . . . . . . . . . . . . . 505

Zhengcai Qin, Bin Wu, and Meng Li

The CAMETRON Lecture Recording System: High Quality Video

Recording and Editing with Minimal Human Supervision . . . . . . . . . . . . . . 518

Dries Hulens, Br am Aerts, Punarjay Chakravarty, Ali Diba,

Toon Goedemé, Tom Roussel, Jeroen Zegers, Tinne Tuytelaars,

Luc Van Eycken, Luc Van Gool, Hugo Van Hamme, and Joost Vennekens

Towards Demographic-Based Photographic Aesthetics Prediction

for Po rtraitures . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 531

Magzhan Kairanbay, John See, and Lai-Kuan Wong

Triplet Convolutional Network for Music Version Identification . . . . . . . . . . 544

Xiaoyu Qi, Deshun Yang, and Xiaoou Chen

Two-Level Segment-Based Bitrate Control for Live ABR Streaming . . . . . . . 556

Yujing Chen, Jing Xiao, Gen Zhan, Xu Wang, and Zhongyuan Wang

Uyghur Text Localization with Fast Component Detection . . . . . . . . . . . . . . 565

Jianjun Chen, Hongtao Xie, Yue Hu, and Chenggang Yan

SS: Multimedia Analytics: Perspectives, Techniques and Applications

Approaches for Event Segmentation of Visual Lifelog Data . . . . . . . . . . . . . 581

Rashmi Gupta and Cathal Gurrin

XVIII Contents – Part I

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2018 MMM国际会议多媒体建模论文集(第4版)无水印PDF

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