PROGRAM
Days: Wednesday, September 11th Thursday, September 12th Friday, September 13th
Wednesday, September 11th
View this program: with abstractssession overviewtalk overview
07:30-08:30 Registration
Location: Lobby
08:30-09:30 Session 1: Keynote 1: Prof. Tat-Seng Chua
Chair:
Roger Zimmermann (National University of Singapore, Singapore)
Location: Guild Hall (Level 1)
09:30-10:00Coffee Break
10:00-11:30 Session 2: Regular: Best paper award candidates
Chairs:
Yonggang Wen (Nanyang Technological University, Singapore)
Yi Yu (National Institute of Informatics, Japan)
Yi Yu (National Institute of Informatics, Japan)
Location: Guild Hall (Level 1)
10:00 | From Intra-Modal to Inter-Modal Space: Multi-Task Learning of Joint Representation for Cross-Modal Retrieval (abstract) |
10:22 | A Crowd-Based Image Learning Framework Using Edge Computing for Smart City Applications (abstract) |
10:44 | A Weighted Tensor Factorization Method for Low-Rank Tensor Completion (abstract) |
11:06 | Image Corpus Representative Summarization (abstract) |
11:30-13:00 Session 3: Regular: Deep learning across modalities
Chair:
Rajiv Ratn Shah (IIIT Delhi, India)
Location: Guild Hall (Level 1)
11:30 | Spotfake: a Multi-Modal Framework for Fake News Detection (abstract) |
11:52 | Spatial Aggregation of Visual Features for Big Image Data Search (abstract) |
12:14 | Text2FaceGAN: Face Generation from Fine Grained Textual Descriptions (abstract) |
12:36 | User Input Based Style Transfer While Retaining Facial Attributes (abstract) |
13:00-14:00Lunch Break
14:00-16:00 Session 4A: Invited: Social media
Chair:
Keiji Yanai (The University of Electro-Communications, Japan)
Location: Left Chamber (Level 1)
14:00 | Large-Scale Twitter Food Photo Mining and Its Applications (abstract) |
14:30 | Similar Seasonal-Geo-Region Mining Based on Visual Concepts in Social Media Photos (abstract) |
15:00 | Multimodal Analysis of Disaster Tweets (abstract) |
15:30 | A Framework to Detect Fake Tweet Images on Social Media (abstract) |
14:00-16:00 Session 4B: Invited: Novel approaches to media processing
Chair:
Xian-Hua Han (Yamaguchi University, Japan)
Location: Right Chamber (Level 1)
14:00 | Visual Attention and Haptic Control: a Cross-Study (abstract) |
14:30 | Msgcnn: Multi-Scale Graph Convolutional Neural Network for Point Cloud Segmentation (abstract) |
15:00 | Group Re-Identification via Transferred Representation and Adaptive Fusion (abstract) |
15:30 | A Distance-Window Based Real-Time Processing of Spatial Data Streams (abstract) |
16:00-16:40Coffee Break
16:40-17:30 Session 5: Industry Keynote: Dr. Leslie Liu
Chair:
Rajiv Ratn Shah (IIIT Delhi, India)
Location: Guild Hall (Level 1)
18:00-21:00 Reception & Recruiting Event
Chair:
Roger Zimmermann (National University of Singapore, Singapore)
Thursday, September 12th
View this program: with abstractssession overviewtalk overview
07:30-08:30 Registration
Location: Lobby
08:30-09:30 Session 6: Keynote 2: Prof. Cyrus Shahabi
Chair:
Jianquan Liu (NEC Corporation, Japan)
Location: Guild Hall (Level 1)
09:30-10:00Coffee Break
10:00-11:30 Session 7: Regular: Deep learning & analysis
Chair:
Baoning Niu (Taiyuan University of Technology, China)
Location: Guild Hall (Level 1)
10:00 | Deep Video Inverse Tone Mapping (abstract) |
10:22 | Low-Resolution Face Recognition in the Wild with Mixed-Domain Distillation (abstract) |
10:44 | Deep Neural Network-Based Click-Through Rate Prediction Using Multimodal Features of Online Banners (abstract) |
11:06 | Text Detection with Cascade Fpn and Channel-Wise Feature Selective (abstract) |
11:30-13:00 Session 8: Regular/Industry: Novel applications
Chair:
Seon Ho Kim (University of Southern California, United States)
Location: Guild Hall (Level 1)
11:30 | [Regular] Are You Paying Attention? Detecting Distracted Driving in Real-Time (abstract) |
11:52 | [Regular] Improving Action Recognition with Valued Patches Exploiting (abstract) |
12:14 | [Industry] Automatic Speech Recognition for Real Time Systems (abstract) |
12:36 | [Industry] Automating Car Insurance Claims Using Deep Learning Techniques (abstract) |
13:00-14:00Lunch Break
14:00-16:00 Session 9A: Short: Content analysis
Chair:
Chiranjoy Chattopadhyay (Indian Institute of Technology Jodhpur Rajasthan, India, India)
Location: Right Chamber (Level 1)
14:00 | Discriminative Object Discovery Towards Personalized Sightseeing Spot Recommendation (abstract) |
14:17 | Generating Universal Embeddings from EEG Signals for Learning Diverse Intelligent Tasks (abstract) |
14:34 | XRA-Net Framework for Visual Sentiments Analysis (abstract) |
14:51 | Skeleton-Based View Invariant Deep Features for Human Activity Recognition (abstract) |
15:08 | Video Summarization Using Global Attention with Memory Network and Lstm (abstract) |
15:25 | Deep Learning Framework for Single and Dyadic Human Activity Recognition (abstract) |
14:00-16:00 Session 9B: Short: Applications
Chair:
Ralf Steinmetz (Techn. Universitaet Darmstadt, Germany)
Location: Left Chamber (Level 1)
14:00 | Impression Prediction of Oral Presentation Using LSTM and Dot-Product Attention Mechanism (abstract) |
14:17 | Pedestrian Detection Based on Spatial Attention Module for Outdoor Video Surveillance (abstract) |
14:34 | Photo Filter Recommendation Through Analyzing Objects, Scenes and Aesthetics (abstract) |
14:51 | Autoencoder Ensemble for Person Re-Identification (abstract) |
15:08 | Fast Instance Segmentation for Line Drawing Vectorization (abstract) |
15:25 | Deep Residual Network of Spectral and Spatial Fusion for Hyperspectral Image Super Resolution (abstract) |
14:00-16:00 Session 9C: Short: Media processing
Chair:
Yifang Yin (National University of Singapore, Singapore)
Location: Inner Chamber (Level 1)
14:00 | ViTag: Automatic Video Tagging Using Segmentation and Conceptual Inference (abstract) |
14:17 | Perceptual Fast Cu Size Decision Algorithm for Avs2 Intra Coding (abstract) |
14:34 | An Interactive Watershed-Based Approach for Lifelog Moment Retrieval (abstract) |
14:51 | Multiple Hypothesis Video Relation Detection (abstract) |
15:08 | From Chaos to Order: the Role of Content and Context of Daily Activities in Rearranging Lifelogs Data (abstract) |
15:25 | Concatenated Feature Pyramid Network for Instance Segmentation (abstract) |
16:00-16:30Coffee Break
16:30-17:30 Session 10A: Posters (all regular and short papers)
Chairs:
Location: Right Chamber (Level 1)
16:30-17:30 Session 10B: Demos
Chair:
D. P. Dogra (IIT Bhubaneswar, India)
Location: Left Chamber (Level 1)
16:30 | GrabView: a Scalable Street View System for Images Taken from Different Devices (abstract) |
16:30 | A Robust People Tracking Method in Multiple Cameras (abstract) |
16:30 | Trav: an Interactive Trajectory Exploration System (abstract) |
18:00-21:00 Banquet
Chair:
Roger Zimmermann (National University of Singapore, Singapore)
Friday, September 13th
View this program: with abstractssession overviewtalk overview
07:30-08:30 Registration
Location: Lobby
08:30-09:30 Session 11: Keynote 3: Prof. Ralf Steinmetz
Chair:
Rajiv Ratn Shah (IIIT Delhi, India)
Location: Guild Hall (Level 1)
09:30-10:00Coffee Break
10:00-11:30 Session 12: Regular: New theory & models
Chair:
Santanu Chaudhury (Indian Institute of Technology Jodhpur, India)
Location: Guild Hall (Level 1)
10:00 | Peak-Based Philips Fingerprint Robust to Pitch-Shift for Massive Audio Retrieval (abstract) |
10:22 | Supervised Generative Adversarial Cross-Modal Hashing by Transferring Pairwise Similarities for Venue Discovery (abstract) |
10:44 | Online Social Information Propagation Analysis Based on Time-Delay Mixture Diffusion Model (abstract) |
11:06 | Robust and Scalable Face Retrieval Framework for Large-Scale Databases (abstract) |
11:30-13:00 Session 13: BigMM / TCMC Meeting
Chair:
Roger Zimmermann (National University of Singapore, Singapore)
Location: Guild Hall (Level 1)
13:00-14:00Lunch Break
14:00-16:00 Session 14A: Invited: Security & Privacy
Chair:
Yongqing Sun (NTT, Japan)
Location: Right Chamber (Level 1)
14:00 | GeoSecure-O: a Method for Secure Distance Calculation for Travel Mode Detection Using Outsourced GPS Trajectory Data (abstract) |
14:30 | Distributed Modelling Approaches for Data Privacy Preserving (abstract) |
15:00 | Related Attention Network for Person Re-Identification (abstract) |
15:30 | Deceiving Face Presentation Attack Detection via Image Transforms (abstract) |
14:00-16:00 Session 14B: Workshop: BD-CDH'19
Chair:
Naimul Khan (Ryerson University, Canada)
Location: Inner Chamber (Level 1)
14:00 | Welcome to the BD:CDH 2019 (abstract) |
14:15 | Keynote Address (abstract) |
15:45 | Introducing the presenters & their research titles (abstract) |
14:00-16:00 Session 14C: Invited: BigMM techniques for novel applications
Chair:
Keiji Yanai (The University of Electro-Communications, Japan)
Location: Left Chamber (Level 1)
14:00 | Deep Domain Adaptation on Vehicle Re-Identification (abstract) |
14:30 | Visual Clarity Analysis and Improvement Support for Presentation Slides (abstract) |
15:00 | Multidomain Multimodal Fusion for Human Action Recognition Using Inertial Sensors (abstract) |
15:30 | Deep Grammatical Multi-Classifier for Continuous Sign Language Recognition (abstract) |
16:00-16:30Coffee Break
16:30-18:00 Session 15A: Workshop: BD-CDH'19
Chair:
Naimul Khan (Ryerson University, Canada)
Location: Inner Chamber (Level 1)
16:30 | Digitizing Architectural Heritage in Brunei Darussalam Towards Cultural Safeguarding, Tourism Development and Education (abstract) |
16:48 | Classification of Cultural Heritage Sites Using Transfer Learning (abstract) |
17:06 | Using N-Grams to Identify Edit Wars on Wikipedia (abstract) |
17:24 | A Framework for the Conversion of Textual BigData into 2D Architectural Floor Plan (abstract) |
17:42 | Novel Segmentation Metric for Use in Augmented Reality Advertisement Integration (abstract) |
16:30-18:00 Session 15B: Workshop: MLIAU'19
Chairs:
Location: Left Chamber (Level 1)
16:30 | Keynote: Semantic information extraction and compression in large-scale multimedia systems (abstract) |
17:15 | Residual Component Estimating CNN for Image Super-Resolution (abstract) |
17:30 | Maybe Look Closer? Detecting Trolling Prone Images on Instagram (abstract) |