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ICPR 2020: Virtual Event / Milano, Italy - Workshops
- Alberto Del Bimbo
, Rita Cucchiara
Pattern Recognition. ICPR International Workshops and Challenges - Virtual Event, January 10-15, 2021, Proceedings, Part II. Lecture Notes in Computer Science 12662, Springer 2021, ISBN 978-3-030-68789-2
CAIHA - Computational and Affective Intelligence in Healthcare Applications for Vulnerable Populations
- Alice Othmani
Towards Robust Deep Neural Networks for Affect and Depression Recognition from Speech. 5-19 - Amanuel Alambo, Swati Padhee, Tanvi Banerjee, Krishnaprasad Thirunarayan:
COVID-19 and Mental Health/Substance Use Disorders on Reddit: A Longitudinal Study. 20-27 - Ruicong Zhi, Caixia Zhou, Junwei Yu, Shuai Liu:
Multi-stream Integrated Neural Networks for Facial Expression-Based Pain Recognition. 28-35 - Engin Baglayici
A New Facial Expression Processing System for an Affectively Aware Robot. 36-51 - Sk Rahatul Jannat, Shaun J. Canavan:
Classification of Autism Spectrum Disorder Across Age Using Questionnaire and Demographic Information. 52-61 - Lucas Pereira Carlini
Neonatal Pain Scales and Human Visual Perception: An Exploratory Analysis Based on Facial Expression Recognition and Eye-Tracking. 62-76 - Swati Padhee, Amanuel Alambo, Tanvi Banerjee, Arvind Subramaniam, Daniel M. Abrams
Pain Intensity Assessment in Sickle Cell Disease Patients Using Vital Signs During Hospital Visits. 77-85 - William L. Romine, Noah L. Schroeder, Anjali Edwards, Tanvi Banerjee:
Longitudinal Classification of Mental Effort Using Electrodermal Activity, Heart Rate, and Skin Temperature Data from a Wearable Sensor. 86-95
CARE2020 - International Workshop on pattern recognition for positive teChnology And eldeRly wEllbeing
- Astha Sharma, Shaun J. Canavan:
Multimodal Physiological-Based Emotion Recognition. 101-113 - Vincenzo Scotti
Combining Deep and Unsupervised Features for Multilingual Speech Emotion Recognition. 114-128 - Manish Agnihotri, Pooja Rao S. B., Dinesh Babu Jayagopi, Sushranth Hebbar, Sowmya Rasipuram, Anutosh Maitra, Shubhashis Sengupta
Towards Generating Topic-Driven and Affective Responses to Assist Mental Wellness. 129-143 - Paris Her, Logan Manderle, Philipe A. Dias
Keypoint-Based Gaze Tracking. 144-155 - Eleonora Chitti
Multimodal Empathic Feedback Through a Virtual Character. 156-162 - Manuela Chessa
A WebGL Virtual Reality Exergame for Assessing the Cognitive Capabilities of Elderly People: A Study About Digital Autonomy for Web-Based Applications. 163-170 - Maurizio Leotta
Daily Living Activity Recognition Using Wearable Devices: A Features-Rich Dataset and a Novel Approach. 171-187 - Andrea Apicella, Lauro Snidaro:
Deep Neural Networks for Real-Time Remote Fall Detection. 188-201 - Antoine Vanderschueren, Victor Joos
Mutual Use of Semantics and Geometry for CNN-Based Object Localization in ToF Images. 202-217 - Shivanand P. Guness
Development and Evaluation of a Mouse Emulator Using Multi-modal Real-Time Head Tracking Systems with Facial Gesture Recognition as a Switching Mechanism. 218-232 - Matteo Moro
A Video-Based MarkerLess Body Machine Interface: A Pilot Study. 233-240
Visual-Textual Image Understanding and Retrieval (VTIUR) - Joint Workshop on Content-Based Image Retrieval (CBIR 2020), Video and Image Question Answering (VIQA 2020), Texture Analysis, Classification and Retrieval (TAILOR 2020)
- Björn Barz
Content-Based Image Retrieval and the Semantic Gap in the Deep Learning Era. 245-260 - Tokinori Suzuki
A Modality Converting Approach for Image Annotation to Overcome the Inconsistent Labels in Training Data. 261-268 - Gianluigi Ciocca
Iconic-Based Retrieval of Grocery Images via Siamese Neural Network. 269-281 - Lavinia De Divitiis
Garment Recommendation with Memory Augmented Neural Networks. 282-295 - Michela Gravina
Developing a Smart PACS: CBIR System Using Deep Learning. 296-309 - Nicolas Vandenbroucke
Multi Color Channel vs. Multi Spectral Band Representations for Texture Classification. 310-324 - Gianluigi Ciocca
Multi-task Learning for Supervised and Unsupervised Classification of Grocery Images. 325-338 - Devshree Patel, Ratnam Parikh, Yesha Shastri:
Recent Advances in Video Question Answering: A Review of Datasets and Methods. 339-356 - Vatsal Goel
IQ-VQA: Intelligent Visual Question Answering. 357-370
CVAUI 2020 - 4th Workshop on Computer Vision for Analysis of Underwater Imagery
- Yifan Song
Deep Sea Robotic Imaging Simulator. 375-389 - Yifan Song
Optimization of Multi-LED Setups for Underwater Robotic Vision Systems. 390-397 - Nikhitha Shivaswamy, Tom Kwasnitschka
Learning Visual Free Space Detection for Deep-Diving Robots. 398-413 - Lei Li, Takashi Komuro, Koichiro Enomoto, Masashi Toda:
Removal of Floating Particles from Underwater Images Using Image Transformation Networks. 414-421 - Jie Mei
Video-Based Hierarchical Species Classification for Longline Fishing Monitoring. 422-433 - Hung-Min Hsu, Ziyi Xie, Jenq-Neng Hwang, Andrew Berdahl:
Robust Fish Enumeration by Multiple Object Tracking in Overhead Videos. 434-442
DEEPRETAIL 2020 - Workshop on Deep Understanding Shopper Behaviours and Interactions in Intelligent Retail Environments 2020
- Annalisa Milella
3D Vision-Based Shelf Monitoring System for Intelligent Retail. 447-459 - Davide Marelli
Faithful Fit, Markerless, 3D Eyeglasses Virtual Try-On. 460-471 - Antonio Greco, Alessia Saggese, Mario Vento, Vincenzo Vigilante:
Performance Assessment of Face Analysis Algorithms with Occluded Faces. 472-486 - Simone Bianco
Who Is in the Crowd? Deep Face Analysis for Crowd Understanding. 487-494 - Alessandro Bruno
A Saliency-Based Technique for Advertisement Layout Optimisation to Predict Customers' Behaviour. 495-507 - Luca Marinelli, Marina Paolanti, Lorenzo Nardi, Patrizia Gabellini, Emanuele Frontoni, Gian Luca Gregori:
Data-Driven Knowledge Discovery in Retail: Evidences from the Vending Machine's Industry. 508-520 - Giulia Pazzaglia, Marco Mameli, Luca Rossi, Marina Paolanti, Adriano Mancini, Primo Zingaretti, Emanuele Frontoni:
People Counting on Low Cost Embedded Hardware During the SARS-CoV-2 Pandemic. 521-533 - Laura Della Sciucca, Davide Manco, Marco Contigiani, Rocco Pietrini
Shoppers Detection Analysis in an Intelligent Retail Environment. 534-546
DLPR - Deep Learning for Pattern Recognition
- Shun Wang, Fang Zhou, Song-Lu Chen, Chun Yang:
Recurrent Graph Convolutional Network for Skeleton-Based Abnormal Driving Behavior Recognition. 551-565 - Max Lübbering, Michael Gebauer, Rajkumar Ramamurthy, Rafet Sifa, Christian Bauckhage:
Supervised Autoencoder Variants for End to End Anomaly Detection. 566-581 - Rajdeep Bhattacharya, Samir Malakar
Fuzzy-Based Pseudo Segmentation Approach for Handwritten Word Recognition Using a Sequence to Sequence Model with Attention. 582-596 - Parham Yazdekhasty, Ali Zindari, Zahra Nabizadeh-ShahreBabak, Roshanak Roshandel, Pejman Khadivi, Nader Karimi
Bifurcated Autoencoder for Segmentation of COVID-19 Infected Regions in CT Images. 597-607 - Behnaz Rezaei, Amirreza Farnoosh, Sarah Ostadabbas:
DeepPBM: Deep Probabilistic Background Model Estimation from Video Sequences. 608-621 - Chang Liu, Chunlei Liu, Linlin Yang, Baochang Zhang:
Tracker Evaluation for Small Object Tracking. 622-629 - Francesco Carrabino
DepthOBJ: A Synthetic Dataset for 3D Mesh Model Retrieval. 630-643 - Yiren Li
GFTE: Graph-Based Financial Table Extraction. 644-658 - Sara Atito Ali Ahmed
Relative Attribute Classification with Deep-RankSVM. 659-671 - Youshan Zhang, Brian D. Davison:
Adversarial Continuous Learning in Unsupervised Domain Adaptation. 672-687 - Yang Jia, Hanrong Du, Haijuan Wang, Weiguang Chen, Xiaohui Jin, Wei Qi, Bin Yang, Qiujuan Zhang:
A Survey of Deep Learning Based Fully Automatic Bone Age Assessment Algorithms. 688-702 - Kalpesh Prajapati, Vishal M. Chudasama, Heena Patel, Kishor P. Upla, Kiran B. Raja, Raghavendra Ramachandra, Christoph Busch:
Unsupervised Real-World Super-resolution Using Variational Auto-encoder and Generative Adversarial Network. 703-718 - Mana Takeda, Gibran Benitez-Garcia, Keiji Yanai:
Training of Multiple and Mixed Tasks with a Single Network Using Feature Modulation. 719-735 - Duc Hoa Tran, Michel Meunier, Farida Cheriet:
Deep Image Clustering Using Self-learning Optimization in a Variational Auto-Encoder. 736-749
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