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2020 IEEE Sixth International Conference on Multimedia Big Data (BigMM)

Sept. 24 2020 to Sept. 26 2020

New Delhi, India

ISBN: 978-1-7281-9325-0

Table of Contents

BigMM 2020 CommentaryFreely available from IEEE.pp. i-i
BigMM 2020 CommentaryFreely available from IEEE.pp. i-i
[BigMM 2020 Copyright notice]Freely available from IEEE.pp. i-i
BigMM 2020 TOCFreely available from IEEE.pp. i-viii
Message from the general co-chair: bigmm 2020Freely available from IEEE.pp. i-ii
Message from the Program Committee Chairs: BigMM 2020Freely available from IEEE.pp. i-i
BigMM 2020 CommitteesFreely available from IEEE.pp. i-ii
BigMM 2020 CommitteesFreely available from IEEE.pp. i-ii
BigMM 2020 CommitteesFreely available from IEEE.pp. i-i
BigMM 2020 List Reviewer PageFreely available from IEEE.pp. i-iii
Sponsors and Supporters: BigMM 2020Freely available from IEEE.pp. i-i
Trajectory Similarity Assessment On Road Networks Via Embedding LearningFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Rui Zhang, Yacheng Rong, Zilong Wu, Yifan Zhuo
Tag Boosted Hybrid Recommendations for Multimedia DataFull-text access may be available. Sign in or learn about subscription options.pp. 9-17
by Vinod Chhapariya, Sailaja Rajanala, Manish Singh
ThingiPano: A Large-Scale Dataset of 3D Printing Metadata, Images, and Panoramic Renderings for Exploring Design ReuseFull-text access may be available. Sign in or learn about subscription options.pp. 18-27
by Alexander Berman, Francis Quek
GeoSecure-R: Secure Computation of Geographical Distance using Region-anonymized GPS DataFull-text access may be available. Sign in or learn about subscription options.pp. 28-36
by Vikram Patil, Pradeep K. Atrey
Duplicate Instance Identification In Multiview And Multiscale SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 37-44
by Adrita Barari, Rajat Katiyar, Payanshi Jain, Juhi Srivastava, NVS Abhilash, Ankit Sati, Chirag Jain, Ghulam Mohiuddin Khan
Focused Questions and Answer Generation by Key Content SelectionFull-text access may be available. Sign in or learn about subscription options.pp. 45-53
by Susmita Gangopadhyay, S.M Ravikiran
Multivariate Adaptive Gaussian Mixture for Scene Level Anomaly ModelingFull-text access may be available. Sign in or learn about subscription options.pp. 54-62
by Pratibha Kumari, Mukesh Saini
An Empirical Study on Ensemble Learning of Multimodal Machine TranslationFull-text access may be available. Sign in or learn about subscription options.pp. 63-69
by Liang Tan, Lin Li, Yifeng Han, Dong Li, Kaixi Hu, Dong Zhou, Peipei Wang
Facial Expression Recognition Under Partial Occlusion from Virtual Reality Headsets based on Transfer LearningFull-text access may be available. Sign in or learn about subscription options.pp. 70-75
by Bita Houshmand, Naimul Mefraz Khan
On the Inference of Soft Biometrics from Typing Patterns Collected in a Multi-device EnvironmentFull-text access may be available. Sign in or learn about subscription options.pp. 76-85
by Vishaal Udandarao, Mohit Agrawal, Rajesh Kumar, Rajiv Ratn Shah
Semantic Enhanced Sketch Based Image Retrieval with Incomplete Multimodal QueryFull-text access may be available. Sign in or learn about subscription options.pp. 86-93
by Sreyasee Das Bhattacharjee, Junsong Yuan
Fine-grained Language Identification with Multilingual CapsNet ModelFull-text access may be available. Sign in or learn about subscription options.pp. 94-102
by Mudit Verma, Arun Balaji Buduru
Vyaktitv: A Multimodal Peer-to-Peer Hindi Conversations based Dataset for Personality AssessmentFull-text access may be available. Sign in or learn about subscription options.pp. 103-111
by Shahid Nawaz Khan, Maitree Leekha, Jainendra Shukla, Rajiv Ratn Shah
Touchless Typing Using Head Movement-based GesturesFull-text access may be available. Sign in or learn about subscription options.pp. 112-119
by Shivam Rustagi, Aakash Garg, Pranay Raj Anand, Rajesh Kumar, Yaman Kumar, Rajiv Ratn Shah
Seamless authentication for online teaching and meetingFull-text access may be available. Sign in or learn about subscription options.pp. 120-124
by Manoranjan Mohanty, Waheeb Yaqub
Feature Extraction and Feature Selection for Emotion Recognition using Facial ExpressionFull-text access may be available. Sign in or learn about subscription options.pp. 125-133
by Devashi Choudhary, Jainendra Shukla
Unravelling Small Sample Size Problems in the Deep Learning WorldFull-text access may be available. Sign in or learn about subscription options.pp. 134-143
by Rohit Keshari, Soumyadeep Ghosh, Saheb Chhabra, Mayank Vatsa, Richa Singh
Stratified Sampling Based Experience Replay for Efficient Camera Selection DecisionsFull-text access may be available. Sign in or learn about subscription options.pp. 144-151
by Anil Sharma, Mayank K Pal, Saket Anand, Sanjit K Kaul
Semi-Supervised Clustering with Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 152-161
by Ankita Shukla, Gullal S. Cheema, Saket Anand
Unsupervised Generative Adversarial Alignment Representation for Sheet music, Audio and LyricsFull-text access may be available. Sign in or learn about subscription options.pp. 162-165
by Donghuo Zeng, Yi Yu, Keizo Oyama
A Fairness-Aware Fusion Framework for Multimodal Cyberbullying DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 166-173
by Jamal Alasadi, Ramanathan Arunachalam, Pradeep K. Atrey, Vivek K. Singh
SGG: Spinbot, Grammarly and GloVe based Fake News DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 174-182
by Akansha Gautam, Koteswar Rao Jerripothula
Classification of Propagation Path and Tweets for Rumor Detection using Graphical Convolutional Networks and Transformer based EncodingsFull-text access may be available. Sign in or learn about subscription options.pp. 183-190
by Bhaye Malhotra, Dinesh Kumar Vishwakarma
A Survey of Volumetric Content Streaming ApproachesFull-text access may be available. Sign in or learn about subscription options.pp. 191-199
by Yassin Alkhalili, Tobias Meuser, Ralf Steinmetz
Integrated Crowdsourcing Framework Using Deep Learning for Digitalization of Indian Heritage InfrastructureFull-text access may be available. Sign in or learn about subscription options.pp. 200-208
by Uday Kulkarni, S.M. Meena, Praison Joshua, Kevin Rodrigues, Sunil V. Gurlahosur
A Realistic Polar Influence Propagation Model for Location based Social NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 209-215
by Rishabh Gupta, Vaibhav Mathur, Suryansh Tibarewala, Swati Aggarwal
Hashtags Are (Not) Judgemental: The Untold Story of Lok Sabha Elections 2019Full-text access may be available. Sign in or learn about subscription options.pp. 216-220
by Saurabh Gupta, Asmit Kumar Singh, Arun Balaji Buduru, Ponnurangam Kumaraguru
PAI-BPR: Personalized Outfit Recommendation Scheme with Attribute-wise InterpretabilityFull-text access may be available. Sign in or learn about subscription options.pp. 221-230
by Dikshant Sagar, Jatin Garg, Prarthana Kansal, Sejal Bhalla, Rajiv Ratn Shah, Yi Yu
Multimedia Document Mining using Sequential Multimedia Feature PatternsFull-text access may be available. Sign in or learn about subscription options.pp. 231-238
by K. Pushpalatha, V.S. Ananthanarayana
Quantifying (Hyper) Parameter Leakage in Machine LearningFull-text access may be available. Sign in or learn about subscription options.pp. 239-244
by Vasisht Duddu, D. Vijay Rao
Efficient Compression Algorithm for Multimedia DataFull-text access may be available. Sign in or learn about subscription options.pp. 245-250
by Rameshwar Pratap, Karthik Revanuru, Ravi Anirudh, Raghav Kulkarni
Addressing the Cold-Start Problem in Outfit Recommendation Using Visual Preference ModellingFull-text access may be available. Sign in or learn about subscription options.pp. 251-256
by Dhruv Verma, Kshitij Gulati, Rajiv Ratn Shah
Steady Flow Approximation using Capsule Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 257-261
by Abhijit Uday Kurtakoti, Satyadhyan Chickerur
Assessing risk of attacks in large networked system with Context Sensitive Probabilistic ModellingFull-text access may be available. Sign in or learn about subscription options.pp. 262-266
by Rahul Madaan, Kanishk Rana, Arun Balaji Buduru
Fusion of Deep and Non-Deep Methods for Fast Super-Resolution of Satellite ImagesFull-text access may be available. Sign in or learn about subscription options.pp. 267-271
by Gaurav Kumar Nayak, Saksham Jain, R Venkatesh Babu, Anirban Chakraborty
LayART: Generating indoor layout using ARCore TransformationsFull-text access may be available. Sign in or learn about subscription options.pp. 272-276
by Shreya Goyal, Naimul Khan, Chiranjoy Chattopadhyay, Gaurav Bhatnagar
Procedural Generation of Roads with Conditional Generative Adversarial NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 277-281
by Lin Ziwen Kelvin, Bhojan Anand
Text-to-Clipart using AttnGANFull-text access may be available. Sign in or learn about subscription options.pp. 282-286
by Yusuke Kondo, Takafumi Sakura, Toshihiko Yamasaki
BOOKiiIT - Designing a Venue Booking System (Technical Demo)Full-text access may be available. Sign in or learn about subscription options.pp. 287-291
by Himanshu Singh, Rajiv Ratn Shah
Development and evaluation of an AI System for early detection of Covid-19 pneumonia using X-ray (Student Consortium)Freely available from IEEE.pp. 292-296
by Mohit Mishra, Varun Parashar, Rushikesh Shimpi
Towards a Safer Conversation Space: Detection of Toxic Content in Social Media (Student Consortium)Full-text access may be available. Sign in or learn about subscription options.pp. 297-301
by B.S. Sahana, G. Sandhya, R.S. Tanuja, Sushma Ellur, A. Ajina
Arten-Net: An Emotion Classification System for Art (Student Consortium)Full-text access may be available. Sign in or learn about subscription options.pp. 302-306
by Prakhar Goel, Mihir Goyal, Rajiv Ratn Shah
Multimodal Emotion Recognition in Polish (Student Consortium)Full-text access may be available. Sign in or learn about subscription options.pp. 307-311
by Kritika Rupauliha, Aman Goyal, Aman Saini, Akshay Shukla, Sridhar Swaminathan
Crowd Flow Collisions Simulation (Student Consortium)Full-text access may be available. Sign in or learn about subscription options.pp. 312-315
by Aseel Bajhmoum, Muath Alghamdi, Saud Alboqami, Mohammad Alasmari, Tarik Alafif, Abdulaziz Alshaer
ComplexCTTP: Complexity Class Based Transcoding Time Prediction for Video Sequences Using Artificial Neural NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 316-325
by Anatoliy Zabrovskiy, Prateek Agrawal, Roland Mathá, Christian Timmerer, Radu Prodan
A Weighted Text Representation framework for Sentiment Analysis of Medical Drug ReviewsFull-text access may be available. Sign in or learn about subscription options.pp. 326-332
by Ashima Yadav, Dinesh Kumar Vishwakarma
Strategies for Enhancing Training and Privacy in Blockchain Enabled Federated LearningFull-text access may be available. Sign in or learn about subscription options.pp. 333-340
by Swaraj Kumar, Sandipan Dutta, Shaurya Chatturvedi, MPS Bhatia
Exploring Multi Feature Optimization for Summarizing Clinical Trial DescriptionsFull-text access may be available. Sign in or learn about subscription options.pp. 341-345
by Saichethan Miriyala Reddy, Saisree Miriyala
Event Detection and Localization for Sparsely Populated Outdoor Environment Using Seismic SensorFull-text access may be available. Sign in or learn about subscription options.pp. 346-350
by Priyankar Choudhary, Neeraj Goel, Mukesh Saini
DP-ANN: A new Differential Private Artificial Neural Network with Application on Health data (Workshop Paper)Full-text access may be available. Sign in or learn about subscription options.pp. 351-355
by Indrajeet Kumar Sinha, Krishna Pratap Singh, Shekhar Verma
Spread & Peak Prediction of Covid-19 using ANN and Regression (Workshop Paper)Freely available from IEEE.pp. 356-365
by Anupam Prakash, Piyush Sharma, Indrajeet Kumar Sinha, Upendra Pratap Singh
RDWT-SVD-Firefly Based Dual Watermarking Technique for Medical Images (Workshop Paper)Full-text access may be available. Sign in or learn about subscription options.pp. 366-372
by Ashima Anand, Amit Kumar Singh
A robust medical image watermarking framework based on SVD and DE in Integer DCT domain (Workshop Paper)Full-text access may be available. Sign in or learn about subscription options.pp. 373-378
by Sanoj Kumar, Manoj K. Singh, Musrrat Ali, Deepika Saini
Drdnet: Diagnosis of Diabetic Retinopathy Using Capsule Network (Workshop Paper)Full-text access may be available. Sign in or learn about subscription options.pp. 379-385
by Gaurav Kumar, Shraban Kumar Chatterjee, Chiranjoy Chattopadhyay
A Dilated Convolutional Approach for Inflammatory Lesion Detection Using Multi-Scale Input Feature Fusion (Workshop Paper)Full-text access may be available. Sign in or learn about subscription options.pp. 386-393
by Samarjeet Kaur, Nidhi Goel
Unsupervised Fuzzy Inference System for Speech Emotion Recognition using audio and text cues (Workshop Paper)Full-text access may be available. Sign in or learn about subscription options.pp. 394-403
by Srishti Vashishtha, Seba Susan
Recent Developments in Generative Adversarial Networks: A Review (Workshop Paper)Full-text access may be available. Sign in or learn about subscription options.pp. 404-413
by Ankit Yadav, Dinesh Kumar Vishwakarma
Open Domain Suggestion Mining Leveraging Fine-Grained Analysis (Workshop Paper)Full-text access may be available. Sign in or learn about subscription options.pp. 414-423
by Shreya Singal, Tanishq Goel, Shivang Chopra, Sonika Dahiya
Adversarial Machine Learning for Self Harm Disclosure Analysis (Workshop Paper)Full-text access may be available. Sign in or learn about subscription options.pp. 424-429
by Taru Jain
Deep Residual Neural Networks for Image in Audio Steganography (Workshop Paper)Full-text access may be available. Sign in or learn about subscription options.pp. 430-434
by Shivam Agarwal, Siddarth Venkatraman
Analysing Emotions on Lecture Videos using CNN AND HOG (Workshop Paper)Full-text access may be available. Sign in or learn about subscription options.pp. 435-440
by Deekshith Godavarthi, S. Aswath, Debanik Mishra, R. Jayashree
Are Bots Humans? Analysis of Bot Accounts in 2019 Indian Lok Sabha Elections (Workshop Paper)Full-text access may be available. Sign in or learn about subscription options.pp. 441-450
by Hitkul Hitkul, Omkar Gurjar, Aanshul Sadaria, Kanay Gupta, Shashank Srikanth, Rajiv Ratn Shah, Ponnurangam Kumaraguru
Attributional analysis of Multi-Modal Fake News Detection Models (Grand Challenge)Full-text access may be available. Sign in or learn about subscription options.pp. 451-455
by Shashank Madhusudhan, Siddhant Mahurkar, Suresh Kumar Nagarajan
A Mutli-Task Mutlimodal Framework for Tweet Classification Based on CNN (Grand Challenge)Full-text access may be available. Sign in or learn about subscription options.pp. 456-460
by Saksham Bansal
Multimodal Sentiment Analysis of #MeToo Tweets using Focal Loss (Grand Challenge)Full-text access may be available. Sign in or learn about subscription options.pp. 461-465
by Priyam Basu, Soham Tiwari, Joseph Mohanty, Sayantan Karmakar
Stance Classification with Improved Elementary Classifiers Using Lemmatization (Grand Challenge)Full-text access may be available. Sign in or learn about subscription options.pp. 466-470
by Aman Priyanshu, Vedant Rishi Das, Shashank Rajiv Moghe, Harsh Rathod, Sai Sravan Medicherla, Mini Shail Chhabra, Sarthak Shastri
Transfer Learning with Augmented Vocabulary for Tweet Classification : (Grand Challenge)Full-text access may be available. Sign in or learn about subscription options.pp. 471-475
by Vineet Kumar, Karthikeya Racharla, Debapriyo Majumdar
MeToo: Sentiment Analysis using Neural Networks (Grand Challenge)Full-text access may be available. Sign in or learn about subscription options.pp. 476-480
by Mohammed Azhan, Mohammad Ahmad, Mohammed Sajjad Jafri
BMGC 2020 Grand Challenge: Multi-Aspect Analysis of the MeToo Movement on TwitterFull-text access may be available. Sign in or learn about subscription options.pp. 481-484
by Ramit Sawhney, Akash Kumar Gautam, Rajiv Ratn Shah
Analyzing Traffic Violations through e-challan System in Metropolitan Cities (Workshop Paper)Full-text access may be available. Sign in or learn about subscription options.pp. 485-493
by Ritwik Mishra, Ponnurangam Kumaraguru, Rajiv Ratn Shah, Aanshul Sadaria, Shashank Srikanth, Kanay Gupta, Himanshu Bhatia, Pratik Jain
Informal Human Settlements, Big Data And Social Theory In Morocco (Workshop Paper)Full-text access may be available. Sign in or learn about subscription options.pp. 494-500
by Chetna Kuanr
BigMM 2020 IndexFreely available from IEEE.pp. i-iii
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