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2022 IEEE Eighth International Conference on Multimedia Big Data (BigMM)

Dec. 5 2022 to Dec. 7 2022

Naples, Italy

ISBN: 978-1-6654-5963-1

Table of Contents

Title Page iFreely available from IEEE.pp. 1-1
Title Page iiiFreely available from IEEE.pp. 1-1
CopyrightFreely available from IEEE.pp. 1-1
2022 IEEE Eighth International Conference on Multimedia Big Data (BigMM): BigMM 2022Freely available from IEEE.pp. v-vii
Message from the General Chairs: IEEE BigMM 2022Freely available from IEEE.pp. ix-x
by Dick Bulterman, Mohan Kankanhalli, Giovanni Pilato, Phillip Sheu
Message from the Program Chairs: IEEE BigMM 2022Freely available from IEEE.pp. xi-xi
by Roberto Pirrone, Mike Shou
Organizing Committee: IEEE BigMM 2022Freely available from IEEE.pp. xii-xii
Multidimensional Big Data Analytics over Big Web Knowledge Bases: Models, Issues, Research Trends, and a Reference ArchitectureFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Alfredo Cuzzocrea
Improving Interactive Segmentation using a Novel Weighted Loss Function with an Adaptive Click Size and Two-Stream FusionFull-text access may be available. Sign in or learn about subscription options.pp. 7-12
by Ragavie Pirabaharan, Naimul Khan
Content-Aware Adaptive Point Cloud DeliveryFull-text access may be available. Sign in or learn about subscription options.pp. 13-20
by Yassin Alkhalili, Thomas Gruczyk, Tobias Meuser, Antonio Fernández Anta, Ahmad Khalil, Andreas Mauthe
Deep Learning-based Point Cloud Joint Geometry and Color Coding: Designing a Perceptually-Driven Differentiable Training Distortion MetricFull-text access may be available. Sign in or learn about subscription options.pp. 21-28
by Luís Coelho, André F. R. Guarda, Fernando Pereira
Question Answering over Knowledge Base with Variational Auto-EncoderFull-text access may be available. Sign in or learn about subscription options.pp. 29-36
by Sai Sharath Japa, Sarah Green
Exploring adaptive attention in memory transformer applied to coherent video paragraph captioningFull-text access may be available. Sign in or learn about subscription options.pp. 37-44
by Leonardo Vilela Cardoso, Silvio Jamil F. Guimarães, Zenilton K. G. Patrocinio
SVGraph: Learning Semantic Graphs from Instructional VideosFull-text access may be available. Sign in or learn about subscription options.pp. 45-52
by Madeline C. Schiappa, Yogesh S. Rawat
FLUID: Formulated LiqUid Instability DatasetFull-text access may be available. Sign in or learn about subscription options.pp. 53-56
by Maurizio De Micco, Fabio Zonfrilli, Massimiliano Maria Villone, Giovanni Poggi, Luisa Verdoliva, Vincenzo Guida
Deep Metric Learning for Histopathological Image ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 57-64
by Salvatore Calderaro, Giosuè Lo Bosco, Riccardo Rizzo, Filippo Vella
Content-based Graph Privacy AdvisorFull-text access may be available. Sign in or learn about subscription options.pp. 65-72
by Dimitrios Stoidis, Andrea Cavallaro
A Dynamically Weighted Loss Function for Unsupervised Image SegmentationFull-text access may be available. Sign in or learn about subscription options.pp. 73-78
by Boujemaa Guermazi, Riadh Ksantini, Naimul Khan
Multi-turn Query with Similarity Feedback Facilitates Multimodal Video Clip RetrievalFull-text access may be available. Sign in or learn about subscription options.pp. 79-86
by Shou-Heng Tsai, Yuan-Long Peng, Wei-Po Lee
Explainable AI at Work! What Can It Do for Smart Agriculture?Full-text access may be available. Sign in or learn about subscription options.pp. 87-93
by Andrea Cartolano, Alfredo Cuzzocrea, Giovanni Pilato, Giorgio Mario Grasso
TACS: A Calibrated Highway Surveillance Dataset for Traffic AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 94-95
by Audhav Durai, Siddhartha Rangavajjula, Sachin Satishkumar, Rusheel Nadipally
µBoost: An Effective Method for Solving Indic Multilingual Text Classification ProblemFull-text access may be available. Sign in or learn about subscription options.pp. 96-100
by Manish Pathak, Aditya Jain
Extended Computation Method of Optimal Kick-pass Plays while Considering Kickers' Run Plays in Rugby SevensFull-text access may be available. Sign in or learn about subscription options.pp. 101-106
by Shintaro Ryuzaki, Kotaro Yashiro, Yohei Nakada
Computational Method for Determining Optimal Dribbling Routes in BasketballFull-text access may be available. Sign in or learn about subscription options.pp. 107-108
by Hibiki Sakabe, Yohei Nakada
Prototype Tactical Board Tool for Generating Optimal Offensive Patterns in Rugby SevensFull-text access may be available. Sign in or learn about subscription options.pp. 109-110
by Kotaro Yashiro, Yohei Nakada
Tackling Cookieless Domain Recommendation for Digital Advertising TargettingFull-text access may be available. Sign in or learn about subscription options.pp. 111-112
by Aditya Jain, Manish Pathak, M Divya Prabha
Behavioral Analysis for User SatisfactionFull-text access may be available. Sign in or learn about subscription options.pp. 113-119
by Michela Chimienti, Ivan Danzi, Vincenzo Gattulli, Donato Impedovo, Giuseppe Pirlo, Davide Veneto
YOLO-based Deep Learning to Automated Bacterial Colony CountingFull-text access may be available. Sign in or learn about subscription options.pp. 120-124
by Jaken Whipp, Aijuan Dong
Leveraging Large-scale Multimedia Datasets to Refine Content Moderation ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 125-132
by Ioannis Sarridis, Christos Koutlis, Olga Papadopoulou, Symeon Papadopoulos
Multimodal Content Veracity Assessment with Bidirectional Transformers and Self-Attention-based Bi-GRU NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 133-137
by Jenq-Haur Wang, Mehdi Norouzi, Shu Ming Tsai
Class-Aware Pseudo Labeling for Non-random Missing Labels in Semi-supervised LearningFull-text access may be available. Sign in or learn about subscription options.pp. 138-143
by Qian Gui, Xinting Wu, Baoning Niu
A/B Testing for Better Instruction of Crowdsourcing using Real and Virtual WorkersFull-text access may be available. Sign in or learn about subscription options.pp. 144-149
by Yu Suzuki, Reina Fujiura
A Generative Approach to Mitigate Bias in Face Matching using Learned Latent StructureFull-text access may be available. Sign in or learn about subscription options.pp. 150-157
by Jamal Alasadi, Ahmed AlHilli, Pradeep K. Atrey, Vivek K. Singh
Author IndexFreely available from IEEE.pp. 159-159
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