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8th BigMM 2022: Naples, Italy
- Eighth IEEE International Conference on Multimedia Big Data, BigMM 2022, Naples, Italy, December 5-7, 2022. IEEE 2022, ISBN 978-1-6654-5963-1
- Roberto Pirrone, Mike Shou:
Message from the Program Chairs: IEEE BigMM 2022. xi - Dick C. A. Bulterman, Mohan S. Kankanhalli, Giovanni Pilato, Phillip Chen-Yu Sheu:
Message from the General Chairs: IEEE BigMM 2022. ix-x - Alfredo Cuzzocrea:
Multidimensional Big Data Analytics over Big Web Knowledge Bases: Models, Issues, Research Trends, and a Reference Architecture. 1-6 - Ragavie Pirabaharan, Naimul Khan:
Improving Interactive Segmentation using a Novel Weighted Loss Function with an Adaptive Click Size and Two-Stream Fusion. 7-12 - Yassin Alkhalili, Thomas Gruczyk, Tobias Meuser, Antonio Fernández Anta, Ahmad Khalil, Andreas Mauthe:
Content-Aware Adaptive Point Cloud Delivery. 13-20 - Luís Coelho, André F. R. Guarda
, Fernando Pereira:
Deep Learning-based Point Cloud Joint Geometry and Color Coding: Designing a Perceptually-Driven Differentiable Training Distortion Metric. 21-28 - Japa Sai Sharath, Sarah Green:
Question Answering over Knowledge Base with Variational Auto-Encoder. 29-36 - Leonardo Vilela Cardoso, Silvio Jamil Ferzoli Guimarães, Zenilton Patrocínio
:
Exploring adaptive attention in memory transformer applied to coherent video paragraph captioning. 37-44 - Madeline C. Schiappa, Yogesh S. Rawat:
SVGraph: Learning Semantic Graphs from Instructional Videos. 45-52 - Maurizio De Micco, Fabio Zonfrilli, Massimiliano Maria Villone
, Giovanni Poggi, Luisa Verdoliva, Vincenzo Guida:
FLUID: Formulated LiqUid Instability Dataset. 53-56 - Salvatore Calderaro
, Giosuè Lo Bosco, Riccardo Rizzo, Filippo Vella:
Deep Metric Learning for Histopathological Image Classification. 57-64 - Dimitrios Stoidis, Andrea Cavallaro:
Content-based Graph Privacy Advisor. 65-72 - Boujemaa Guermazi, Riadh Ksantini, Naimul Khan:
A Dynamically Weighted Loss Function for Unsupervised Image Segmentation. 73-78 - Shou-Heng Tsai, Yuan-Long Peng, Wei-Po Lee:
Multi-turn Query with Similarity Feedback Facilitates Multimodal Video Clip Retrieval. 79-86 - Andrea Cartolano, Alfredo Cuzzocrea, Giovanni Pilato, Giorgio Mario Grasso:
Explainable AI at Work! What Can It Do for Smart Agriculture? 87-93 - Audhav Durai, Siddhartha Rangavajjula, Sachin Satishkumar, Rusheel Nadipally:
TACS: A Calibrated Highway Surveillance Dataset for Traffic Analysis. 94-95 - Manish Pathak, Aditya Jain:
µBoost: An Effective Method for Solving Indic Multilingual Text Classification Problem. 96-100 - Shintaro Ryuzaki, Kotaro Yashiro, Yohei Nakada:
Extended Computation Method of Optimal Kick-pass Plays while Considering Kickers' Run Plays in Rugby Sevens. 101-106 - Hibiki Sakabe, Yohei Nakada:
Computational Method for Determining Optimal Dribbling Routes in Basketball. 107-108 - Kotaro Yashiro, Yohei Nakada:
Prototype Tactical Board Tool for Generating Optimal Offensive Patterns in Rugby Sevens. 109-110 - Aditya Jain, Manish Pathak, M. Divya Prabha:
Tackling Cookieless Domain Recommendation for Digital Advertising Targetting. 111-112 - Michela Chimienti, Ivan Danzi, Vincenzo Gattulli
, Donato Impedovo, Giuseppe Pirlo, Davide Veneto
:
Behavioral Analysis for User Satisfaction. 113-119 - Jaken Whipp, Aijuan Dong
:
YOLO-based Deep Learning to Automated Bacterial Colony Counting. 120-124 - Ioannis Sarridis, Christos Koutlis
, Olga Papadopoulou, Symeon Papadopoulos:
Leveraging Large-scale Multimedia Datasets to Refine Content Moderation Models. 125-132 - Jenq-Haur Wang, Mehdi Norouzi, Shu Ming Tsai:
Multimodal Content Veracity Assessment with Bidirectional Transformers and Self-Attention-based Bi-GRU Networks. 133-137 - Qian Gui, Xinting Wu, Baoning Niu:
Class-Aware Pseudo Labeling for Non-random Missing Labels in Semi-supervised Learning. 138-143 - Yu Suzuki, Reina Fujiura:
A/B Testing for Better Instruction of Crowdsourcing using Real and Virtual Workers. 144-149 - Jamal Alasadi, Ahmed Al Hilli, Pradeep K. Atrey, Vivek K. Singh:
A Generative Approach to Mitigate Bias in Face Matching using Learned Latent Structure. 150-157
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