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International Conference on Multimedia Retrieval (2018)


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Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, ICMR 2018, Yokohama, Japan, June 11-14, 2018

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Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, ICMR 2018, Yokohama, Japan, June 11-14, 2018

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The Ongoing Evolution of Broadcast Technology
Kohji Mitani

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Prototyping for Envisioning the Future
Shunji Yamanaka

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Orion: An Integrated Multimedia Content Moderation System for Web Services
Yusuke Fujisaka

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Industrial Applications of Image Recognition and Retrieval Technologies for Public Safety and IT Services
Tomokazu Murakami

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NEC's Object Recognition Technologies and their Industrial Applications
Kota Iwamoto

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Promoting Open Innovations in Real Estate Tech: Provision of the LIFULL HOME'S Data Set and Collaborative Studies
Yoji Kiyota

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Objects, Relationships, and Context in Visual Data
Hanwang Zhang | Qianru Sun

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Recommendation Technologies for Multimedia Content
Xiangnan He | Hanwang Zhang | Tat-Seng Chua

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Multimedia Content Understanding by Learning from Very Few Examples: Recent Progress on Unsupervised, Semi-Supervised and Supervised Deep Learning Approaches
Guo-Jun Qi

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Ranking News-Quality Multimedia
Gonçalo Marcelino | Ricardo Pinto | João Magalhães

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Learning Joint Embedding with Multimodal Cues for Cross-Modal Video-Text Retrieval
Niluthpol Chowdhury Mithun | Juncheng Li | Florian Metze | Amit K. Roy-Chowdhury

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Class-aware Self-Attention for Audio Event Recognition
Shizhe Chen | Jia Chen | Qin Jin | Alexander G. Hauptmann

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Mining Exoticism from Visual Content with Fusion-based Deep Neural Networks
Andrea Ceroni | Chenyang Ma | Ralph Ewerth

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Modal-adversarial Semantic Learning Network for Extendable Cross-modal Retrieval
Xing Xu | Jingkuan Song | Huimin Lu | Yang Yang | Fumin Shen | Zi Huang

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Cross-Modal Retrieval Using Deep De-correlated Subspace Ranking Hashing
Kevin Joslyn | Kai Li | Kien A. Hua

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Learning Multilevel Semantic Similarity for Large-Scale Multi-Label Image Retrieval
Ge Song | Xiaoyang Tan

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Multi-view Collective Tensor Decomposition for Cross-modal Hashing
Limeng Cui | Zhensong Chen | Jiawei Zhang | Lifang He | Yong Shi | Philip S. Yu

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Binary Coding by Matrix Classifier for Efficient Subspace Retrieval
Lei Zhou | Xiao Bai | Xianglong Liu | Jun Zhou

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Instance Image Retrieval by Aggregating Sample-based Discriminative Characteristics
Zhongyan Zhang | Lei Wang | Yang Wang | Luping Zhou | Jianjia Zhang | Fang Chen

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Deep Extreme Multi-label Learning
Wenjie Zhang | Junchi Yan | Xiangfeng Wang | Hongyuan Zha

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Multimodal Network Embedding via Attention based Multi-view Variational Autoencoder
Feiran Huang | Xiaoming Zhang | Chaozhuo Li | Zhoujun Li | Yueying He | Zhonghua Zhao

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Exploiting Relational Information in Social Networks using Geometric Deep Learning on Hypergraphs
Devanshu Arya | Marcel Worring

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Automatic Prediction of Building Age from Photographs
Matthias Zeppelzauer | Miroslav Despotovic | Muntaha Sakeena | David Koch | Mario Döller

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The PMEmo Dataset for Music Emotion Recognition
Kejun Zhang | Hui Zhang | Simeng Li | Chang-yuan Yang | Lingyun Sun

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Interpretable Partitioned Embedding for Customized Multi-item Fashion Outfit Composition
Zunlei Feng | Zhenyun Yu | Yezhou Yang | Yongcheng Jing | Junxiao Jiang | Mingli Song

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A Multi-Oriented Scene Text Detector with Position-Sensitive Segmentation
Peirui Cheng | Weiqiang Wang

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Scene Text Detection and Tracking in Video with Background Cues
Lan Wang | Yang Wang | Susu Shan | Feng Su

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Recognizing Actions in Wearable-Camera Videos by Training Classifiers on Fixed-Camera Videos
Yang Mi | Kang Zheng | Song Wang

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Annotating, Understanding, and Predicting Long-term Video Memorability
Romain Cohendet | Karthik Yadati | Ngoc Q. K. Duong | Claire-Hélène Demarty

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Optimally Grouped Deep Features Using Normalized Cost for Video Scene Detection
Daniel Rotman | Dror Porat | Gal Ashour | Udi Barzelay

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Transductive Zero-Shot Hashing via Coarse-to-Fine Similarity Mining
Hanjiang Lai

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Asymmetric Discrete Cross-Modal Hashing
Xin Luo | Peng-Fei Zhang | Ye Wu | Zhen-Duo Chen | Hua-Junjie Huang | Xin-Shun Xu

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Collaborative Subspace Graph Hashing for Cross-modal Retrieval
Xiang Zhang | Guohua Dong | Yimo Du | Chengkun Wu | Zhigang Luo | Canqun Yang

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Dictionary Learning based Supervised Discrete Hashing for Cross-Media Retrieval
Ye Wu | Xin Luo | Xin-Shun Xu | Shanqing Guo | Yuliang Shi

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Feature Reconstruction by Laplacian Eigenmaps for Efficient Instance Search
Bingqing Ke | Jie Shao | Zi Huang | Heng Tao Shen

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Image Annotation Retrieval with Text-Domain Label Denoising
Zachary Seymour | Zhongfei (Mark) Zhang

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Multi-label Triplet Embeddings for Image Annotation from User-Generated Tags
Zachary Seymour | Zhongfei (Mark) Zhang

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Linguistic Patterns and Cross Modality-based Image Retrieval for Complex Queries
Chandramani Chaudhary | Poonam Goyal | Joel Ruben Antony Moniz | Navneet Goyal | Yi-Ping Phoebe Chen

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A Context-Aware Late-Fusion Approach for Disaster Image Retrieval from Social Media
Minh-Son Dao | Pham Quang Nhat Minh | Asem Kasem | Mohamed Saleem Haja Nazmudeen

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Face Retrieval Framework Relying on User's Visual Memory
Yugo Sato | Tsukasa Fukusato | Shigeo Morishima

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Facial Expression Synthesis by U-Net Conditional Generative Adversarial Networks
Xueping Wang | Weixin Li | Guodong Mu | Di Huang | Yunhong Wang

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PatternNet: Visual Pattern Mining with Deep Neural Network
Hongzhi Li | Joseph G. Ellis | Lei Zhang | Shih-Fu Chang

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Steganographer Detection based on Multiclass Dilated Residual Networks
Mingjie Zheng | Sheng-hua Zhong | Songtao Wu | Jianmin Jiang

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An Entropy Model for Loiterer Retrieval across Multiple Surveillance Cameras
Maguell L. T. L. Sandifort | Jianquan Liu | Shoji Nishimura | Wolfgang Hürst

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Visual Question Answering With a Hybrid Convolution Recurrent Model
Philipp Harzig | Christian Eggert | Rainer Lienhart

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Searching and Matching Texture-free 3D Shapes in Images
Shuai Liao | Efstratios Gavves | Cees G. M. Snoek

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Challenges and Opportunities within Personal Life Archives
Duc-Tien Dang-Nguyen | Michael Riegler | Liting Zhou | Cathal Gurrin

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Object Trajectory Proposal via Hierarchical Volume Grouping
Xu Sun | Yuantian Wang | Tongwei Ren | Zhi Liu | Zheng-Jun Zha | Gangshan Wu

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CBVMR: Content-Based Video-Music Retrieval Using Soft Intra-Modal Structure Constraint
Sungeun Hong | Woobin Im | Hyun Seung Yang

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Multi-Scale Spatiotemporal Conv-LSTM Network for Video Saliency Detection
Yi Tang | Wenbin Zou | Zhi Jin | Xia Li

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Supervised Nonparametric Multimodal Topic Modeling Methods for Multi-class Video Classification
Jianfei Xue | Koji Eguchi

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Dense Dilated Network for Few Shot Action Recognition
Baohan Xu | Hao Ye | Yingbin Zheng | Heng Wang | Tianyu Luwang | Yu-Gang Jiang

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Precise Temporal Action Localization by Evolving Temporal Proposals
Haonan Qiu | Yingbin Zheng | Hao Ye | Yao Lu | Feng Wang | Liang He

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Image Selection in Photo Albums
Dmitry Kuzovkin | Tania Pouli | Rémi Cozot | Olivier Le Meur | Jonathan Kervec | Kadi Bouatouch

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Feature Selection and Multimodal Fusion for Estimating Emotions Evoked by Movie Clips
Yasemin Timar | Nihan Karslioglu | Heysem Kaya | Albert Ali Salah

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Multimodal Continuous Prediction of Emotions in Movies using Long Short-Term Memory Networks
Sarath Sivaprasad | Tanmayee Joshi | Rishabh Agrawal | Niranjan Pedanekar

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Learning Perceptual Embeddings with Two Related Tasks for Joint Predictions of Media Interestingness and Emotions
Yang Liu | Zhonglei Gu | Tobey H. Ko | Kien A. Hua

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Deep Pairwise Classification and Ranking for Predicting Media Interestingness
Jayneel Parekh | Harshvardhan Tibrewal | Sanjeel Parekh

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Perceptually-guided Understanding of Egocentric Video Content: Recognition of Objects to Grasp
Iván González-Díaz | Jenny Benois-Pineau | Jean-Philippe Domenger | Aymar de Rugy

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Towards Better Understanding of Player's Game Experience
Wenlu Yang | Maria Rifqi | Christophe Marsala | Andréa Pinna

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Multimodal Filtering of Social Media for Temporal Monitoring and Event Analysis
Po-Yao Huang | Junwei Liang | Jean-Baptiste Lamare | Alexander G. Hauptmann

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A LiDAR Point Cloud Generator: from a Virtual World to Autonomous Driving
Xiangyu Yue | Bichen Wu | Sanjit A. Seshia | Kurt Keutzer | Alberto L. Sangiovanni-Vincentelli

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3D Image-based Indoor Localization Joint With WiFi Positioning
Guoyu Lu | Jingkuan Song

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Compare Stereo Patches Using Atrous Convolutional Neural Networks
Zhiwei Li | Lei Yu

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Personal Basketball Coach: Tactic Training through Wireless Virtual Reality
Wan-Lun Tsai

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Extracting and Using Medical Expert Knowledge to Advance in Video Processing for Gynecologic Endoscopy
Andreas Leibetseder | Klaus Schoeffmann

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Temporal Aggregation of Visual Features for Large-Scale Image-to-Video Retrieval
Noa Garcia

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Tourism Category Classification on Image Sharing Services Through Estimation of Existence of Reliable Results
Naoki Saito | Takahiro Ogawa | Satoshi Asamizu | Miki Haseyama

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Considering Documents in Lifelog Information Retrieval
Rashmi Gupta

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VP-ReID: Vehicle and Person Re-Identification System
Longhui Wei | Xiaobin Liu | Jianing Li | Shiliang Zhang

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VisLoiter+: An Entropy Model-Based Loiterer Retrieval System with User-Friendly Interfaces
Maguell L. T. L. Sandifort | Jianquan Liu | Shoji Nishimura | Wolfgang Hürst

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Automated Scanning and Individual Identification System for Parts without Marking or Tagging
Kengo Makino | Wenjie Duan | Rui Ishiyama | Toru Takahashi | Yuta Kudo | Pieter Jonker

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Dynamic Construction and Manipulation of Hierarchical Quartic Image Graphs
Nico Hezel | Kai Uwe Barthel

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WTPlant (What's That Plant?): A Deep Learning System for Identifying Plants in Natural Images
Jonas Krause | Gavin Sugita | Kyungim Baek | Lipyeow Lim

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MOOCex: Exploring Educational Video via Recommendation
Matthew Cooper | Jian Zhao | Chidansh Amitkumar Bhatt | David A. Shamma

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Who to Ask: An Intelligent Fashion Consultant
Yangbangyan Jiang | Qianqian Xu | Xiaochun Cao | Qingming Huang

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A Simple Score Following System for Music Ensembles Using Chroma and Dynamic Time Warping
Po-Wen Chou | Fu-Neng Lin | Keh-Ning Chang | Herng-Yow Chen


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Proceedings of the 2018 ACM Workshop on The Lifelog Search Challenge, LSC@ICMR 2018, Yokohama, Japan, June 11, 2018

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Proceedings of the 2018 ACM Workshop on The Lifelog Search Challenge, LSC@ICMR 2018, Yokohama, Japan, June 11, 2018

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LSE2018 Panel - Challenges of Lifelog Search and Access
Duc-Tien Dang-Nguyen | Klaus Schoeffmann | Wolfgang Hürst

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Digital Art by teamLab
Takeshi Yamada

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lifeXplore at the Lifelog Search Challenge 2018
Bernd Münzer | Andreas Leibetseder | Sabrina Kletz | Manfred Jürgen Primus | Klaus Schoeffmann

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LIFER: An Interactive Lifelog Retrieval System
Liting Zhou | Zaher Hinbarji | Duc-Tien Dang-Nguyen | Cathal Gurrin

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Using an Interactive Video Retrieval Tool for LifeLog Data
Jakub Lokoc | Tomás Soucek | Gregor Kovalcík

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Virtual Reality Lifelog Explorer: Lifelog Search Challenge at ACM ICMR 2018
Aaron Duane | Cathal Gurrin | Wolfgang Hürst

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Lifelogging Retrieval based on Semantic Concepts Fusion
Thanh-Dat Truong | Tung Dinh Duy | Vinh-Tiep Nguyen | Minh-Triet Tran

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An Interactive Lifelog Search Engine for LSC2018
Adrià Alsina Torra | Xavier Giró | Cathal Gurrin

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Geospatial Access to Lifelogging Photos in Virtual Reality
Wolfgang Hürst | Kevin Ouwehand | Marijn Mengerink | Aaron Duane | Cathal Gurrin


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Proceedings of the 2018 International Joint Workshop on Multimedia Artworks Analysis and Attractiveness Computing in Multimedia, MMArt&ACM@ICMR 2018, Yokohama, Japan, June 11, 2018

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Proceedings of the 2018 International Joint Workshop on Multimedia Artworks Analysis and Attractiveness Computing in Multimedia, MMArt&ACM@ICMR 2018, Yokohama, Japan, June 11, 2018

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Doodle Master: A Doodle Beautification System Based on Auto-encoding Generative Adversarial Networks
Chien-Wen Chen | Wen-Cheng Chen | Min-Chun Hu

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Photo Selection for Family Album using Deep Neural Networks
Sijie Shen | Toshihiko Yamasaki | Michi Sato | Kenji Kajiwara

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Predicting Image Aesthetics using Objects in the Scene
Hiya Roy | Toshihiko Yamasaki | Tatsuaki Hashimoto

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Colour Perception Characteristics of Women in Menopause
Mayuko Iriguchi | Hiroki Koda | Nobuo Masataka

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Temporal Course of Neural Processing during Skin Color Perception: An Event-related Potential Study
Hirokazu Doi | Norimichi Tsumura | Kazuyuki Shinohara

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Modeling the Relation between Skin Attractiveness and Physical Characteristics
Kensuke Tobitani | Tatsuya Matsumoto | Yusuke Tani | Noriko Nagata


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Proceedings of the 2018 ACM Workshop on Multimedia for Real Estate Tech, RETech@ICMR 2018, Yokohama, Japan, June 11, 2018

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Proceedings of the 2018 ACM Workshop on Multimedia for Real Estate Tech, RETech@ICMR 2018, Yokohama, Japan, June 11, 2018

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Apartment Structure Estimation Using Fully Convolutional Networks and Graph Model
Toshihiko Yamasaki | Jin Zhang | Yuki Takada

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Users' Preference Prediction of Real Estates Featuring Floor Plan Analysis using FloorNet
Naoki Kato | Toshihiko Yamasaki | Kiyoharu Aizawa | Takemi Ohama

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Visual Estimation of Building Condition with Patch-level ConvNets
David Koch | Miroslav Despotovic | Muntaha Sakeena | Mario Döller | Matthias Zeppelzauer

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Fast Semi-dense Depth Map Estimation
Ilya Makarov | Alisa Korinevskaya | Vladimir Aliev

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Proposition of VR-MR Hybrid System for Sharing Living-in-Room
Naoki Murata | Satoshi Suga | Eichi Takaya | Satoshi Ueno | Yoji Kiyota | Satoshi Kurihara