BIGMM 2020: IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA BIG DATA 2020
PROGRAM

Days: Thursday, September 24th Friday, September 25th Saturday, September 26th

Thursday, September 24th

View this program: with abstractssession overviewtalk overview

09:30-10:00Coffee Break
10:00-11:30 Session 2: Best paper candidate

Best paper candidate presentations

10:00
Trajectory Similarity Assessment on Road Networks via Embedding Learning (abstract)
10:20
Tag Boosted Hybrid Recommendations for Multimedia Data (abstract)
10:40
ThingiPano: A Large-Scale Dataset of 3D Printing Metadata, Images, and Panoramic Renderings for Exploring Design Reuse (abstract)
11:00
GeoSecure-R: Secure Computation of Geographical Distance using Region-anonymized GPS Data (abstract)
11:30-13:00 Session 3: Content Processing and Understanding I

Content Processing and Understanding I

11:30
DUPLICATE INSTANCE IDENTIFICATION IN MULTIVIEW AND MULTISCALE SYSTEMS (abstract)
11:50
Focused Questions and Answer Generation by Key Content Selection (abstract)
12:10
Multivariate Adaptive Gaussian Mixture for Scene Level Anomaly Modeling (abstract)
12:30
An Empirical Study on Ensemble Learning of Multimodal Machine Translation (abstract)
13:00-14:00Lunch Break
14:00-15:30 Session 4A: Invited Papers I - Content Understanding

Invited Papers I - Content Understanding

14:00
Facial Expression Recognition Under Partial Occlusion from Virtual Reality Headsets based on Transfer Learning (abstract)
14:20
On the Inference of Soft Biometrics from Typing Patterns Collected in a Multi-device Environment (abstract)
14:40
Semantic Enhanced Sketch Based Image Retrieval with Incomplete Multimodal Query (abstract)
15:00
Fine-grained Language Identification with Multilingual CapsNet Model (abstract)
14:00-15:30 Session 4B: Invited papers II - Novel Applications

Invited papers II - Novel Applications

Chair:
14:00
Vyaktitv: Hindi Multimodal Personality Assessment Dataset (abstract)
14:20
Touchless Typing Using Head Movement-based Gestures (abstract)
14:40
SEAMLESS AUTHENTICATION FOR ONLINE TEACHING AND MEETING (abstract)
15:00
Feature Extraction and Feature Selection for Emotion Recognition using Facial Expression (abstract)
15:30-16:00Coffee Break
16:00-17:00 Session 5: Invited papers III - Deep Learning based Analysis

Invited papers III - Deep Learning based Analysis

16:00
Unravelling Small Sample Size Problems in the Deep Learning World (abstract)
16:20
Stratified Sampling Based Experience Replay for Efficient Camera Selection Decisions (abstract)
16:40
Semi-Supervised Clustering with Neural Networks (abstract)
17:00-18:00 Session 6: Invited papers IV - Social Media

Invited papers IV - Social Media

17:00
Unsupervised Generative Adversarial Alignment Representation for Sheet music, Audio and Lyrics (abstract)
17:20
A Fairness-Aware Fusion Framework for Multimodal Cyberbullying Detection (abstract)
17:40
SGG: Spinbot, Grammarly and GloVe based Fake News Detection (abstract)
18:00
Classification of Propagation Path and Tweets for Rumor Detection using Graphical Convolutional Networks and Transformer based Encodings (abstract)
Friday, September 25th

View this program: with abstractssession overviewtalk overview

09:30-10:00Coffee Break
10:00-11:30 Session 8: User Engagement

User Engagement

10:00
A Quick Survey of Volumetric Content Streaming Approaches (abstract)
10:20
Integrated Crowd Sourcing Framework Using Deep Learning for Digitalization of Indian Heritage Infrastructure (abstract)
10:40
A Realistic Polar Influence Propagation Model for Location based Social Networks (abstract)
11:00
Hashtags are (not) judgemental: The untold story of Lok Sabha elections 2019 (abstract)
11:30-13:00 Session 9: Content Processing and Understanding II

Content Processing and Understanding II

11:30
PAI-BPR: Personalized Outfit Recommendation Scheme with Attribute-wise Interpretability (abstract)
11:50
Multimedia Document Mining using Sequential Multimedia Feature Patterns (abstract)
12:10
Quantifying (Hyper) Parameter Leakage in Machine Learning (abstract)
12:30
Efficient Compression Algorithm for Multimedia Data (abstract)
13:00-14:00Lunch Break
14:00-15:30 Session 10A: Short Paper - Content Analysis

Short Paper - Content Analysis

Chair:
14:00
Addressing the Cold-Start Problem in Outfit Recommendation using Visual Preference Modelling (abstract)
14:15
Steady Flow Approximation using Capsule Neural Networks (abstract)
14:30
Assessing risk of attacks in large networked system with Context Sensitive Probabilistic Modelling (abstract)
14:00-15:30 Session 10B: Short Paper - Novel Applications

Short Paper - Novel Applications

14:00
Fusion of Deep and Non-Deep Methods for Fast Super-Resolution of Satellite Images (abstract)
14:15
LayART: Generating indoor layout using ARCore Transformations (abstract)
14:30
Procedural Generation of Roads with Conditional Generative Adversarial Networks (abstract)
14:45
Text-to-Clipart using AttnGAN (abstract)
15:30-16:00Coffee Break
16:00-17:30 Session 11: Undergraduate Student Consortium and Demo

Undergraduate Student Consortium and Demo

16:00
BOOKiiIT - Designing a Venue Booking System (abstract)
16:15
Development and evaluation of an AI System for early detection of Covid-19 pneumonia using X-ray (abstract)
16:30
Towards a Safer Conversation Space: Detection of Toxic Content in Social Media (abstract)
16:45
Arten-Net: An Emotion Classification System for Art (abstract)
17:00
Multimodal Emotion Recognition in Polish (abstract)
17:15
Crowd Flow Collisions Simulation (abstract)
Saturday, September 26th

View this program: with abstractssession overviewtalk overview

09:30-10:00Coffee Break
10:00-11:30 Session 13A: Novel Applications

Novel Applications

10:00
ComplexCTTP: Complexity Class Based Transcoding Time Prediction for Video Sequences Using Artificial Neural Network (abstract)
10:20
A Weighted Text Representation framework for Sentiment Analysis of Medical Drug Reviews (abstract)
10:40
Strategies for Enhancing Training and Privacy in Blockchain Enabled Federated Learning (abstract)
11:00
Exploring Multi Feature Optimization for Summarizing Clinical Trial Descriptions (abstract)
11:15
Event Detection and Localization for Sparsely Populated Outdoor Environment using Seismic Sensor (abstract)
10:00-13:00 Session 13B: DHPYH

Digital Humanities into the Palm of Your Hand

11:50-13:00 Session 14A: BDH I

BDH I

11:50
DP-ANN: A new differential private Artificial Neural Network with Application on Health data (abstract)
12:10
Spread & Peak Prediction of Covid-19 using ANN and Regression (abstract)
12:30
RDWT-SVD-FIREFLY BASED DUAL WATERMARKING TECHNIQUE FOR MEDICAL IMAGES (abstract)
11:50-13:00 Session 14B: MAISG I

MAISG I

11:50
UNSUPERVISED FUZZY INFERENCE SYSTEM FOR SPEECH EMOTION RECOGNITION USING AUDIO & TEXT CUES (abstract)
12:10
Recent Developments in Generative Adversarial Networks: A Review (abstract)
12:30
Open Domain Suggestion Mining using Fine-Grained Analysis (abstract)
13:00-14:00Lunch Break
14:00-15:30 Session 15A: BDH II

BDH II

14:00
A robust medical image watermarking framework based on SVD and DE in Integer DCT domain (abstract)
14:20
DRDNET: DIAGNOSIS OF DIABETIC RETINOPATHY USING CAPSULE NETWORK (abstract)
14:40
A Dilated Convolutional Approach for Inflammatory Lesion Detection Using Multi-Scale Input Feature Fusion (abstract)
14:00-15:30 Session 15B: MAISG II

MAISG II

14:00
Adversarial Machine Learning for Self Harm Disclosure Analysis (abstract)
14:20
Deep Residual Neural Networks for Image in AudioSteganography (abstract)
14:40
Analysing Emotions on Lecture Videos using CNN AND HOG (abstract)
15:00
Are Bots Humans? Analysis of Bot Users in 2019 Indian Lok Sabha Elections (abstract)
15:30-16:00Coffee Break
16:00-17:00 Session 16: Grand Challenge

Grand Challenge

16:00
Attributional analysis of Multi-Modal Fake News Detection Models (abstract)
16:15
METOO BMGC: A MUTLI-TASK MUTLIMODAL FRAMEWORK FOR TWEET CLASSIFICATION BASED ON CNN (abstract)
16:30
Multimodal Sentiment Analysis of #MeToo Tweets using Focal Loss (abstract)
16:45
Stance Classification with Improved Elementary Classifiers Using Lemmatization (Grand Challenge) (abstract)
17:00
Transfer Learning with Augmented Vocabulary for Tweet Classification (abstract)
17:15
MeToo: Sentiment Analysis using Neural Networks (abstract)
17:00-17:45 Session 17: BDMAS

BDMAS

17:00
Analyzing Traffic Violations through e-challan System in Metropolitan Cities (abstract)
17:20
INFORMAL HUMAN SETTLEMENTS, BIG DATA AND SOCIAL THEORY IN MOROCCO (abstract)