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The proceedings of the 27th International Conference, MMM2021 in Prague, Czech Republic have been published by Springer as LNCS 12573 and are accessible through the following links:
Published papers
Crossed-Time Delay Neural Network for Speaker Recognition An Asymmetric Two-Sided Penalty Term for CT-GAN Fast Discrete Matrix Factorization Hashing for Large-Scale Cross-Modal Retrieval Fast Optimal Transport Artistic Style Transfer Stacked Sparse Autoencoder for Audio Object Coding A Collaborative Multi-modal Fusion Method Based on Random Variational Information Bottleneck for Gesture Recognition Frame Aggregation and Multi-modal Fusion Framework for Video-Based Person Recognition An Adaptive Face-Iris Multimodal Identification System Based on Quality Assessment Network Thermal Face Recognition Based on Multi-scale Image Synthesis Contrastive Learning in Frequency Domain for Non-I.I.D. Image Classification Group Activity Recognition by Exploiting Position Distribution and Appearance Relation Multi-branch and Multi-scale Attention Learning for Fine-Grained Visual Categorization Dense Attention-Guided Network for Boundary-Aware Salient Object Detection Generative Image Inpainting by Hybrid Contextual Attention Network Atypical Lyrics Completion Considering Musical Audio Signals Improving Supervised Cross-modal Retrieval with Semantic Graph Embedding Confidence-Based Global Attention Guided Network for Image Inpainting Multi-task Deep Learning for No-Reference Screen Content Image Quality Assessment Language Person Search with Pair-Based Weighting Loss DeepFusion: Deep Ensembles for Domain Independent System Fusion Illuminate Low-Light Image via Coarse-to-fine Multi-level Network MM-Net: Learning Adaptive Meta-metric for Few-Shot Biometric Recognition A Sentiment Similarity-Oriented Attention Model with Multi-task Learning for Text-Based Emotion Recognition Locating Visual Explanations for Video Question Answering Global Cognition and Local Perception Network for Blind Image Deblurring Multi-grained Fusion for Conditional Image Retrieval A Hybrid Music Recommendation Algorithm Based on Attention Mechanism Few-Shot Learning with Unlabeled Outlier Exposure Fine-Grained Video Deblurring with Event Camera Discriminative and Selective Pseudo-Labeling for Domain Adaptation Multi-level Gate Feature Aggregation with Spatially Adaptive Batch-Instance Normalization for Semantic Image Synthesis Robust Multispectral Pedestrian Detection via Uncertainty-Aware Cross-Modal Learning Time-Dependent Body Gesture Representation for Video Emotion Recognition MusiCoder: A Universal Music-Acoustic Encoder Based on Transformer DANet: Deformable Alignment Network for Video Inpainting Deep Centralized Cross-modal Retrieval Shot Boundary Detection Through Multi-stage Deep Convolution Neural Network Towards Optimal Multirate Encoding for HTTP Adaptive Streaming Fast Mode Decision Algorithm for Intra Encoding of the 3rd Generation Audio Video Coding Standard Graph Structure Reasoning Network for Face Alignment and Reconstruction Game Input with Delay – A Model of the Time Distribution for Selecting a Moving Target with a Mouse Unsupervised Temporal Attention Summarization Model for User Created Videos Learning from the Negativity: Deep Negative Correlation Meta-Learning for Adversarial Image Classification Learning 3D-Craft Generation with Predictive Action Neural Network Unsupervised Multi-shot Person Re-identification via Dynamic Bi-directional Normalized Sparse Representation Classifier Belief Optimization for Visual Categorization Fine-Grained Generation for Zero-Shot Learning Fine-Grained Image-Text Retrieval via Complementary Feature Learning Considering Human Perception and Memory in Interactive Multimedia Retrieval Evaluations Learning Multi-level Interaction Relations and Feature Representations for Group Activity Recognition A Structured Feature Learning Model for Clothing Keypoints Localization Automatic Pose Quality Assessment for Adaptive Human Pose Refinement Deep Attributed Network Embedding with Community Information An Acceleration Framework for Super-Resolution Network via Region Difficulty Self-adaption Spatial Gradient Guided Learning and Semantic Relation Transfer for Facial Landmark Detection DVRCNN: Dark Video Post-processing Method for VVC An Efficient Image Transmission Pipeline for Multimedia Services Gaussian Mixture Model Based Semi-supervised Sparse Representation for Face Recognition
MSCANet: Adaptive Multi-scale Context Aggregation Network for Congested Crowd Counting Tropical Cyclones Tracking Based on Satellite Cloud Images: Database and Comprehensive Study Image Registration Improved by Generative Adversarial Networks Deep 3D Modeling of Human Bodies from Freehand Sketching Two-Stage Real-Time Multi-object Tracking with Candidate Selection Tell as You Imagine: Sentence Imageability-Aware Image Captioning Deep Face Swapping via Cross-Identity Adversarial Training Res2-Unet: An Enhanced Network for Generalized Nuclear Segmentation in Pathological Images Automatic Diagnosis of Glaucoma on Color Fundus Images Using Adaptive Mask Deep Network Initialize with Mask: For More Efficient Federated Learning Unsupervised Gaze: Exploration of Geometric Constraints for 3D Gaze Estimation Median-Pooling Grad-CAM: An Efficient Inference Level Visual Explanation for CNN Networks in Remote Sensing Image Classification Multi-granularity Recurrent Attention Graph Neural Network for Few-Shot Learning EEG Emotion Recognition Based on Channel Attention for E-Healthcare Applications The MovieWall: A New Interface for Browsing Large Video Collections Keystroke Dynamics as Part of Lifelogging HTAD: A Home-Tasks Activities Dataset with Wrist-Accelerometer and Audio Features MNR-Air: An Economic and Dynamic Crowdsourcing Mechanism to Collect Personal Lifelog and Surrounding Environment Dataset. A Case Study in Ho Chi Minh City, Vietnam Kvasir-Instrument: Diagnostic and Therapeutic Tool Segmentation Dataset in Gastrointestinal Endoscopy CatMeows: A Publicly-Available Dataset of Cat Vocalizations Search and Explore Strategies for Interactive Analysis of Real-Life Image Collections with Unknown and Unique Categories Graph-Based Indexing and Retrieval of Lifelog Data On Fusion of Learned and Designed Features for Video Data Analytics XQM: Interactive Learning on Mobile Phones A Multimodal Tensor-Based Late Fusion Approach for Satellite Image Search in Sentinel 2 Images Canopy Height Estimation from Spaceborne Imagery Using Convolutional Encoder-Decoder Implementation of a Random Forest Classifier to Examine Wildfire Predictive Modelling in Greece Using Diachronically Collected Fire Occurrence and Fire Mapping Data Mobile eHealth Platform for Home Monitoring of Bipolar Disorder Multimodal Sensor Data Analysis for Detection of Risk Situations of Fragile People in @home Environments Towards the Development of a Trustworthy Chatbot for Mental Health Applications Fusion of Multimodal Sensor Data for Effective Human Action Recognition in the Service of Medical Platforms SpotifyGraph: Visualisation of User’s Preferences in Music A System for Interactive Multimedia Retrieval Evaluations SQL-Like Interpretable Interactive Video Search VERGE in VBS 2021 NoShot Video Browser at VBS2021 Exquisitor at the Video Browser Showdown 2021: Relationships Between Semantic Classifiers VideoGraph – Towards Using Knowledge Graphs for Interactive Video Retrieval IVIST: Interactive Video Search Tool in VBS 2021 Video Search with Collage Queries Towards Explainable Interactive Multi-modal Video Retrieval with Vitrivr Competitive Interactive Video Retrieval in Virtual Reality with vitrivr-VR An Interactive Video Search Tool: A Case Study Using the V3C1 Dataset Less is More – diveXplore 5.0 at VBS 2021 SOMHunter V2 at Video Browser Showdown 2021 W2VV++ BERT Model at VBS 2021 VISIONE at Video Browser Showdown 2021 IVOS – The ITEC Interactive Video Object Search System at VBS2021 Video Search with Sub-Image Keyword Transfer Using Existing Image Archives A VR Interface for Browsing Visual Spaces at VBS2021
