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27th MMM 2021: Prague, Czech Republic

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  - conf/mmm/2021-2
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Jakub Lokoc, Tomás Skopal, Klaus Schoeffmann, Vasileios Mezaris, Xirong Li, Stefanos Vrochidis, Ioannis Patras:
MultiMedia Modeling - 27th International Conference, MMM 2021, Prague, Czech Republic, June 22-24, 2021, Proceedings, Part II. Lecture Notes in Computer Science 12573, Springer 2021, ISBN 978-3-030-67834-0
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Yani Zhang, Huailin Zhao, Fangbo Zhou, Qing Zhang, Yanjiao Shi, Lanjun Liang:
MSCANet: Adaptive Multi-scale Context Aggregation Network for Congested Crowd Counting. 1-12
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Cheng Huang, Sixian Chan, Cong Bai, Weilong Ding, Jinglin Zhang:
Tropical Cyclones Tracking Based on Satellite Cloud Images: Database and Comprehensive Study. 13-25
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Shiyan Jiang, Ci Wang, Chang Huang:
Image Registration Improved by Generative Adversarial Networks. 26-35
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Kaizhi Yang, Jintao Lu, Siyu Hu, Xuejin Chen:
Deep 3D Modeling of Human Bodies from Freehand Sketching. 36-48
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Fan Wang, Lei Luo, En Zhu:
Two-Stage Real-Time Multi-object Tracking with Candidate Selection. 49-61
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  - conf/mmm/UmemuraKIKHDDM21
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Kazuki Umemura, Marc A. Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase:
Tell as You Imagine: Sentence Imageability-Aware Image Captioning. 62-73
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  - conf/mmm/YangXLSX21
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Shuhui Yang, Han Xue, Jun Ling, Li Song, Rong Xie:
Deep Face Swapping via Cross-Identity Adversarial Training. 74-86
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Shuai Zhao, Xuanya Li, Zhineng Chen, Chang Liu, Changgen Peng:
Res2-Unet: An Enhanced Network for Generalized Nuclear Segmentation in Pathological Images. 87-98
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Gang Yang, Fan Li, Dayong Ding, Jun Wu, Jie Xu:
Automatic Diagnosis of Glaucoma on Color Fundus Images Using Adaptive Mask Deep Network. 99-110
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  - conf/mmm/ZhuS21
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Zirui Zhu, Lifeng Sun:
Initialize with Mask: For More Efficient Federated Learning. 111-120
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Yawen Lu, Yuxing Wang, Yuan Xin, Di Wu, Guoyu Lu:
Unsupervised Gaze: Exploration of Geometric Constraints for 3D Gaze Estimation. 121-133
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  - conf/mmm/SongDHSL21
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Wei Song, Shuyuan Dai, Dongmei Huang, Jinling Song, Antonio Liotta:
Median-Pooling Grad-CAM: An Efficient Inference Level Visual Explanation for CNN Networks in Remote Sensing Image Classification. 134-146
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Xu Zhang, Youjia Zhang, Zuyu Zhang:
Multi-granularity Recurrent Attention Graph Neural Network for Few-Shot Learning. 147-158
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Xu Zhang, Tianzhi Du, Zuyu Zhang:
EEG Emotion Recognition Based on Channel Attention for E-Healthcare Applications. 159-169
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  - conf/mmm/NefkensH21
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Marij Nefkens, Wolfgang Hürst:
The MovieWall: A New Interface for Browsing Large Video Collections. 170-182
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  - conf/mmm/SmeatonKS21
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Alan F. Smeaton, Naveen Garaga Krishnamurthy, Amruth Hebbasuru Suryanarayana:
Keystroke Dynamics as Part of Lifelogging. 183-195
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  - conf/mmm/Garcia-CejaTHJJ21
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Enrique Garcia-Ceja, Vajira Thambawita, Steven Alexander Hicks, Debesh Jha, Petter Jakobsen, Hugo Lewi Hammer, Pål Halvorsen, Michael A. Riegler:
HTAD: A Home-Tasks Activities Dataset with Wrist-Accelerometer and Audio Features. 196-205
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  - conf/mmm/NguyenTNND21
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Dang-Hieu Nguyen, Loc Tai Nguyen Tan, Minh-Tam Nguyen, Thanh-Binh Nguyen, Minh-Son Dao:
MNR-Air: An Economic and Dynamic Crowdsourcing Mechanism to Collect Personal Lifelog and Surrounding Environment Dataset. A Case Study in Ho Chi Minh City, Vietnam. 206-217
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Debesh Jha, Sharib Ali, Krister Emanuelsen, Steven Alexander Hicks, Vajira Thambawita, Enrique Garcia-Ceja, Michael A. Riegler, Thomas de Lange, Peter Thelin Schmidt, Håvard D. Johansen, Dag Johansen, Pål Halvorsen:
Kvasir-Instrument: Diagnostic and Therapeutic Tool Segmentation Dataset in Gastrointestinal Endoscopy. 218-229
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  - conf/mmm/LudovicoNPCBM21
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Luca A. Ludovico, Stavros Ntalampiras, Giorgio Presti, Simona Cannas, Monica Battini, Silvana Mattiello:
CatMeows: A Publicly-Available Dataset of Cat Vocalizations. 230-243
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Floris Gisolf, Zeno J. M. H. Geradts, Marcel Worring:
Search and Explore Strategies for Interactive Analysis of Real-Life Image Collections with Unknown and Unique Categories. 244-255
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Manh-Duy Nguyen, Nguyen Thanh Binh, Cathal Gurrin:
Graph-Based Indexing and Retrieval of Lifelog Data. 256-267
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  - conf/mmm/DobranskyS21
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Marek Dobranský, Tomás Skopal:
On Fusion of Learned and Designed Features for Video Data Analytics. 268-280
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Alexandra M. Bagi, Kim I. Schild, Omar Shahbaz Khan, Jan Zahálka, Björn Þór Jónsson:
XQM: Interactive Learning on Mobile Phones. 281-293
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  - conf/mmm/GialampoukidisM21
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Ilias Gialampoukidis, Anastasia Moumtzidou, Marios Bakratsas, Stefanos Vrochidis, Ioannis Kompatsiaris:
A Multimodal Tensor-Based Late Fusion Approach for Satellite Image Search in Sentinel 2 Images. 294-306
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  - conf/mmm/AlagialoglouMHC21
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Leonidas Alagialoglou, Ioannis Manakos, Marco Heurich, Jaroslav Cervenka, Anastasios Delopoulos:
Canopy Height Estimation from Spaceborne Imagery Using Convolutional Encoder-Decoder. 307-317
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  - conf/mmm/ApostolakisGKPT21
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Alexis Apostolakis, Stella Girtsou, Charalampos Kontoes, Ioannis Papoutsis, Michalis Tsoutsos:
Implementation of a Random Forest Classifier to Examine Wildfire Predictive Modelling in Greece Using Diachronically Collected Fire Occurrence and Fire Mapping Data. 318-329
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  - conf/mmm/Codina-FilbaEEA21
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Joan Codina-Filbà, Sergio Escalera, Joan Escudero, Coen Antens, Pau Buch-Cardona, Mireia Farrús:
Mobile eHealth Platform for Home Monitoring of Bipolar Disorder. 330-341
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Thinhinane Yebda, Jenny Benois-Pineau, Marion Pech, Hélène Amieva, Laura Middleton, Max Bergelt:
Multimodal Sensor Data Analysis for Detection of Risk Situations of Fragile People in @home Environments. 342-353
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  - conf/mmm/KrausSM21
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Matthias Kraus, Philip Seldschopf, Wolfgang Minker:
Towards the Development of a Trustworthy Chatbot for Mental Health Applications. 354-366
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  - conf/mmm/GiannakerisTMMI21
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Panagiotis Giannakeris, Athina Tsanousa, Thanassis Mavropoulos, Georgios Meditskos, Konstantinos Ioannidis, Stefanos Vrochidis, Ioannis Kompatsiaris:
Fusion of Multimodal Sensor Data for Effective Human Action Recognition in the Service of Medical Platforms. 367-378
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Pavel Gajdusek, Ladislav Peska:
SpotifyGraph: Visualisation of User's Preferences in Music. 379-384
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  - conf/mmm/RossettoGSBS21
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Luca Rossetto, Ralph Gasser, Loris Sauter, Abraham Bernstein, Heiko Schuldt:
A System for Interactive Multimedia Retrieval Evaluations. 385-390
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  - conf/mmm/WuNMN21
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Jiaxin Wu, Phuong Anh Nguyen, Zhixin Ma, Chong-Wah Ngo:
SQL-Like Interpretable Interactive Video Search. 391-397
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  - conf/mmm/AndreadisMGPAGG21
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Stelios Andreadis, Anastasia Moumtzidou, Konstantinos Gkountakos, Nick Pantelidis, Konstantinos Apostolidis, Damianos Galanopoulos, Ilias Gialampoukidis, Stefanos Vrochidis, Vasileios Mezaris, Ioannis Kompatsiaris:
VERGE in VBS 2021. 398-404
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  - conf/mmm/KarischLS21
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Christof Karisch, Andreas Leibetseder, Klaus Schoeffmann:
NoShot Video Browser at VBS2021. 405-409
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  - conf/mmm/KhanJLPKRWZ21
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Omar Shahbaz Khan, Björn Þór Jónsson, Mathias Dybkjær Larsen, Liam Alex Sonto Poulsen, Dennis C. Koelma, Stevan Rudinac, Marcel Worring, Jan Zahálka:
Exquisitor at the Video Browser Showdown 2021: Relationships Between Semantic Classifiers. 410-416
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  - conf/mmm/RossettoBARPHB21
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Luca Rossetto, Matthias Baumgartner, Narges Ashena, Florian Ruosch, Romana Pernisch, Lucien Heitz, Abraham Bernstein:
VideoGraph - Towards Using Knowledge Graphs for Interactive Video Retrieval. 417-422
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  - conf/mmm/LeeCPR21
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Yoonho Lee, Heeju Choi, Sungjune Park, Yong Man Ro:
IVIST: Interactive Video Search Tool in VBS 2021. 423-428
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  - conf/mmm/LokocBSD21
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Jakub Lokoc, Jana Bátoryová, Dominik Smrz, Marek Dobranský:
Video Search with Collage Queries. 429-434
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  - conf/mmm/HellerGIPSSS21
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Silvan Heller, Ralph Gasser, Cristina Illi, Maurizio Pasquinelli, Loris Sauter, Florian Spiess, Heiko Schuldt:
Towards Explainable Interactive Multi-modal Video Retrieval with Vitrivr. 435-440
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Florian Spiess, Ralph Gasser, Silvan Heller, Luca Rossetto, Loris Sauter, Heiko Schuldt:
Competitive Interactive Video Retrieval in Virtual Reality with vitrivr-VR. 441-447
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Abdullah Alfarrarjeh, Jungwon Yoon, Seon Ho Kim, Amani Abu Jabal, Akarsh Nagaraj, Chinmayee Siddaramaiah:
An Interactive Video Search Tool: A Case Study Using the V3C1 Dataset. 448-454
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  - conf/mmm/LeibetsederS21
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Andreas Leibetseder, Klaus Schoeffmann:
Less is More - diveXplore 5.0 at VBS 2021. 455-460
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  - conf/mmm/VeselyML21
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Patrik Veselý, Frantisek Mejzlík, Jakub Lokoc:
SOMHunter V2 at Video Browser Showdown 2021. 461-466
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Ladislav Peska, Gregor Kovalcík, Tomás Soucek, Vít Skrhak, Jakub Lokoc:
W2VV++ BERT Model at VBS 2021. 467-472
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Giuseppe Amato, Paolo Bolettieri, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Lucia Vadicamo, Claudio Vairo:
VISIONE at Video Browser Showdown 2021. 473-478
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  - conf/mmm/RessmannS21
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Anja Ressmann, Klaus Schoeffmann:
IVOS - The ITEC Interactive Video Object Search System at VBS2021. 479-483
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  - conf/mmm/HezelSJB21
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Nico Hezel, Konstantin Schall, Klaus Jung, Kai Uwe Barthel:
Video Search with Sub-Image Keyword Transfer Using Existing Image Archives. 484-489
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  - conf/mmm/TranNNHCNG21
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Ly-Duyen Tran, Manh-Duy Nguyen, Thao-Nhu Nguyen, Graham Healy, Annalina Caputo, Binh T. Nguyen, Cathal Gurrin:
A VR Interface for Browsing Visual Spaces at VBS2021. 490-495

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