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Table of Contents
[I]. CAIHA
Computational and Affective Intelligence in Healthcare Applications for Vulnerable Populations: Towards Robust Deep Neural Networks for Affect and Depression Recognition from Speech / Alice Othmani, Daoud Kadoch, Kamil Bentounes, Emna Rejaibi, Romain Alfred, Abdenour Hadid
COVID-19 and Mental Health/Substance Use Disorders on Reddit: A Longitudinal Study / Amanuel Alambo, Swati Padhee, Tanvi Banerjee, Krishnaprasad Thirunarayan
Multi-stream Integrated Neural Networks for Facial Expression-Based Pain Recognition / Ruicong Zhi, Caixia Zhou, Junwei Yu, Shuai Liu
A New Facial Expression Processing System for an Affectively Aware Robot / Engin Baglayici, Cemal Gurpinar, Pinar Uluer, Hatice Kose
Classification of Autism Spectrum Disorder Across Age Using Questionnaire and Demographic Information / SK Rahatul Jannat, Shaun Canavan
Neonatal Pain Scales and Human Visual Perception: An Exploratory Analysis Based on Facial Expression Recognition and Eye-Tracking / Lucas Pereira Carlini, Fernanda Goyo Tamanaka, Juliana C.A. Soares, Giselle V.T. Silva, Tatiany M. Heideirich, Rita C.X. Balda et al.
Pain Intensity Assessment in Sickle Cell Disease Patients Using Vital Signs During Hospital Visits / Swati Padhee, Amanuel Alambo, Tanvi Banerjee, Arvind Subramaniam, Daniel M. Abrams, Gary K. Nave Jr. et al.
Longitudinal Classification of Mental Effort Using Electrodermal Activity, Heart Rate, and Skin Temperature Data from a Wearable Sensor / William Romine, Noah Schroeder, Anjali Edwards, Tanvi Banerjee.
[II]. CARE2020
International Workshop on pattern recognition for positive teChnology And eldeRly wEllbeing: Multimodal Physiological-based Emotion Recognition / Astha Sharma, Shaun Canavan
Combining Deep and Unsupervised Features for Multilingual Speech Emotion Recognition / Vincenzo Scotti, Federico Galati, Licia Sbattella, Roberto Tedesco
Towards Generating Topic-Driven and Affective Responses to Assist Mental Wellness / Manish Agnihotri, S.B. Pooja Rao, Dinesh Babu Jayagopi, Sushranth Hebbar, Sowmya Rasipuram, Anutosh Maitra et al.
Keypoint-based Gaze Tracking / Paris Her, Logan Manderle, Philipe A. Dias, Henry Medeiros, Francesca Odone
Multimodal Empathic Feedback Through a Virtual Character / Eleonora Chitti, Manuel Pezzera, N. Alberto Borghese
A WebGL Virtual Reality Exergame for Assessing the Cognitive Capabilities of Elderly People: A Study About Digital Autonomy for Web-Based Applications / Manuela Chessa, Chiara Bassano, Fabio Solari
Daily Living Activity Recognition Using Wearable Devices: A Features-Rich Dataset and a Novel Approach / Maurizio Leotta, Andrea Fasciglione, Alessandro Verri
Deep Neural Networks for Real-Time Remote Fall Detection / Andrea Apicella, Lauro Snidaro
Mutual Use of Semantics and Geometry for CNN-Based Object Localization in ToF Images / Antoine Vanderschueren, Victor Joos, Christophe De Vleeschouwer
Development and Evaluation of a Mouse Emulator Using Multi-modal Real-Time Head Tracking Systems with Facial Gesture Recognition as a Switching Mechanism / Shivanand P. Guness, Farzin Deravi, Konstantinos Sirlantzis, Matthew G. Pepper, Mohammed Sakel
A Video-Based MarkerLess Body Machine Interface: A Pilot Study / Matteo Moro, Fabio Rizzoglio, Francesca Odone, Maura Casadio.
[III]. 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): Content-Based Image Retrieval and the Semantic Gap in the Deep Learning Era / Björn Barz, Joachim Denzler
A Modality Converting Approach for Image Annotation to Overcome the Inconsistent Labels in Training Data Tokinori Suzuki, Daisuke Ikeda
Iconic-Based Retrieval of Grocery Images via Siamese Neural Network / Gianluigi Ciocca, Paolo Napoletano, Simone Giuseppe Locatelli
Garment Recommendation with Memory Augmented Neural Networks / Lavinia De Divitiis, Federico Becattini, Claudio Baecchi, Alberto Del Bimbo
Developing a Smart PACS: CBIR System Using Deep Learning / Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Vincenzo Moscato, Carlo Sansone
Multi Color Channel vs. Multi Spectral Band Representations for Texture Classification / Nicolas Vandenbroucke, Alice Porebski
Multi-task Learning for Supervised and Unsupervised Classification of Grocery Images Gianluigi Ciocca, Paolo Napoletano, Simone Giuseppe Locatelli
Recent Advances in Video Question Answering: A Review of Datasets and Methods / Devshree Patel, Ratnam Parikh, Yesha Shastri
IQ-VQA: Intelligent Visual Question Answering / Vatsal Goel, Mohit Chandak, Ashish Anand, Prithwijit Guha.
[IV]. CVAUI 2020
4th Workshop on Computer Vision for Analysis of Underwater Imagery: Deep Sea Robotic Imaging Simulator / Yifan Song, David Nakath, Mengkun She, Furkan Elibol, Kevin Köser
Optimization of Multi-LED Setups for Underwater Robotic Vision Systems / Yifan Song, Jan Sticklus, David Nakath, Emanuel Wenzlaff, Reinhard Koch, Kevin Köser
Learning Visual Free Space Detection for Deep-Diving Robots / Nikhitha Shivaswamy, Tom Kwasnitschka, Kevin Köser
Removal of Floating Particles from Underwater Images Using Image Transformation Networks / Lei Li, Takashi Komuro, Koichiro Enomoto, Masashi Toda
Video-Based Hierarchical Species Classification for Longline Fishing Monitoring / Jie Mei, Jenq-Neng Hwang, Suzanne Romain, Craig Rose, Braden Moore, Kelsey Magrane
Robust Fish Enumeration by Multiple Object Tracking in Overhead Videos / Hung-Min Hsu, Ziyi Xie, Jenq-Neng Hwang, Andrew Berdahl.
[V]. DEEPRETAIL 2020
Workshop on Deep Understanding Shopper Behaviours and Interactions in Intelligent Retail Environments 2020: 3D Vision-Based Shelf Monitoring System for Intelligent Retail / Annalisa Milella, Roberto Marani, Antonio Petitti, Grazia Cicirelli, Tiziana D'Orazio
Faithful Fit, Markerless, 3D Eyeglasses Virtual Try-On / Davide Marelli, Simone Bianco, Gianluigi Ciocca
Performance Assessment of Face Analysis Algorithms with Occluded Faces / Antonio Greco, Alessia Saggese, Mario Vento, Vincenzo Vigilante
Who Is in the Crowd? Deep Face Analysis for Crowd Understanding / Simone Bianco, Luigi Celona, Raimondo Schettini
A Saliency-Based Technique for Advertisement Layout Optimisation to Predict Customers' Behaviour / Alessandro Bruno, Stéphane Lancette, Jinglu Zhang, Morgan Moore, Ville P. Ward, Jian Chang
Data-Driven Knowledge Discovery in Retail: Evidences from the Vending Machine's Industry / Luca Marinelli, Marina Paolanti, Lorenzo Nardi, Patrizia Gabellini, Emanuele Frontoni, Gian Luca Gregori
People Counting on Low Cost Embedded Hardware During the SARS-CoV-2 Pandemic / Giulia Pazzaglia, Marco Mameli, Luca Rossi, Marina Paolanti, Adriano Mancini, Primo Zingaretti et al.
Shoppers Detection Analysis in an Intelligent Retail Environment / Laura Della Sciucca, Davide Manco, Marco Contigiani, Rocco Pietrini, Luigi Di Bello, Valerio Placidi.
[VI]. DLPR
Deep Learning for Pattern Recognition: Recurrent Graph Convolutional Network for Skeleton-Based Abnormal Driving Behavior Recognition / Shun Wang, Fang Zhou, Song-Lu Chen, Chun Yang
Supervised Autoencoder Variants for End to End Anomaly Detection / Max Lübbering, Michael Gebauer, Rajkumar Ramamurthy, Rafet Sifa, Christian Bauckhage
Fuzzy-Based Pseudo Segmentation Approach for Handwritten Word Recognition Using a Sequence to Sequence Model with Attention / Rajdeep Bhattacharya, Samir Malakar, Friedhelm Schwenker, Ram Sarkar
Bifurcated Autoencoder for Segmentation of COVID-19 Infected Regions in CT Images Parham Yazdekhasty, Ali Zindari, Zahra Nabizadeh-ShahreBabak, Roshanak Roshandel, Pejman Khadivi, Nader Karimi et al.
DeepPBM: Deep Probabilistic Background Model Estimation from Video Sequences / Rezaei Behnaz, Farnoosh Amirreza, Sarah Ostadabbas
Tracker Evaluation for Small Object Tracking / Chang Liu, Chunlei Liu, Linlin Yang, Baochang Zhang
DepthOBJ: A Synthetic Dataset for 3D Mesh Model Retrieval / Francesco Carrabino, Lauro Snidaro
GFTE: Graph-Based Financial Table Extraction / Yiren Li, Zheng Huang, Junchi Yan, Yi Zhou, Fan Ye, Xianhui Liu
Relative Attribute Classification with Deep-RankSVM / Sara Atito Ali Ahmed, Berrin Yanikoglu
Adversarial Continuous Learning in Unsupervised Domain Adaptation / Youshan Zhang, Brian D. Davison
A Survey of Deep Learning Based Fully Automatic Bone Age Assessment Algorithms / Yang Jia, Hanrong Du, Haijuan Wang, Weiguang Chen, Xiaohui Jin, Wei Qi et al.
Unsupervised Real-World Super-resolution Using Variational Auto-encoder and Generative Adversarial Network / Kalpesh Prajapati, Vishal Chudasama, Heena Patel, Kishor Upla, Kiran Raja, Raghavendra Ramachandra et al.
Training of Multiple and Mixed Tasks with a Single Network Using Feature Modulation / Mana Takeda, Gibran Benitez, Keiji Yana
Deep Image Clustering Using Self-learning Optimization in a Variational Auto-Encoder / Duc Hoa Tran, Michel Meunier, Farida Cheriet.
Computational and Affective Intelligence in Healthcare Applications for Vulnerable Populations: Towards Robust Deep Neural Networks for Affect and Depression Recognition from Speech / Alice Othmani, Daoud Kadoch, Kamil Bentounes, Emna Rejaibi, Romain Alfred, Abdenour Hadid
COVID-19 and Mental Health/Substance Use Disorders on Reddit: A Longitudinal Study / Amanuel Alambo, Swati Padhee, Tanvi Banerjee, Krishnaprasad Thirunarayan
Multi-stream Integrated Neural Networks for Facial Expression-Based Pain Recognition / Ruicong Zhi, Caixia Zhou, Junwei Yu, Shuai Liu
A New Facial Expression Processing System for an Affectively Aware Robot / Engin Baglayici, Cemal Gurpinar, Pinar Uluer, Hatice Kose
Classification of Autism Spectrum Disorder Across Age Using Questionnaire and Demographic Information / SK Rahatul Jannat, Shaun Canavan
Neonatal Pain Scales and Human Visual Perception: An Exploratory Analysis Based on Facial Expression Recognition and Eye-Tracking / Lucas Pereira Carlini, Fernanda Goyo Tamanaka, Juliana C.A. Soares, Giselle V.T. Silva, Tatiany M. Heideirich, Rita C.X. Balda et al.
Pain Intensity Assessment in Sickle Cell Disease Patients Using Vital Signs During Hospital Visits / Swati Padhee, Amanuel Alambo, Tanvi Banerjee, Arvind Subramaniam, Daniel M. Abrams, Gary K. Nave Jr. et al.
Longitudinal Classification of Mental Effort Using Electrodermal Activity, Heart Rate, and Skin Temperature Data from a Wearable Sensor / William Romine, Noah Schroeder, Anjali Edwards, Tanvi Banerjee.
[II]. CARE2020
International Workshop on pattern recognition for positive teChnology And eldeRly wEllbeing: Multimodal Physiological-based Emotion Recognition / Astha Sharma, Shaun Canavan
Combining Deep and Unsupervised Features for Multilingual Speech Emotion Recognition / Vincenzo Scotti, Federico Galati, Licia Sbattella, Roberto Tedesco
Towards Generating Topic-Driven and Affective Responses to Assist Mental Wellness / Manish Agnihotri, S.B. Pooja Rao, Dinesh Babu Jayagopi, Sushranth Hebbar, Sowmya Rasipuram, Anutosh Maitra et al.
Keypoint-based Gaze Tracking / Paris Her, Logan Manderle, Philipe A. Dias, Henry Medeiros, Francesca Odone
Multimodal Empathic Feedback Through a Virtual Character / Eleonora Chitti, Manuel Pezzera, N. Alberto Borghese
A WebGL Virtual Reality Exergame for Assessing the Cognitive Capabilities of Elderly People: A Study About Digital Autonomy for Web-Based Applications / Manuela Chessa, Chiara Bassano, Fabio Solari
Daily Living Activity Recognition Using Wearable Devices: A Features-Rich Dataset and a Novel Approach / Maurizio Leotta, Andrea Fasciglione, Alessandro Verri
Deep Neural Networks for Real-Time Remote Fall Detection / Andrea Apicella, Lauro Snidaro
Mutual Use of Semantics and Geometry for CNN-Based Object Localization in ToF Images / Antoine Vanderschueren, Victor Joos, Christophe De Vleeschouwer
Development and Evaluation of a Mouse Emulator Using Multi-modal Real-Time Head Tracking Systems with Facial Gesture Recognition as a Switching Mechanism / Shivanand P. Guness, Farzin Deravi, Konstantinos Sirlantzis, Matthew G. Pepper, Mohammed Sakel
A Video-Based MarkerLess Body Machine Interface: A Pilot Study / Matteo Moro, Fabio Rizzoglio, Francesca Odone, Maura Casadio.
[III]. 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): Content-Based Image Retrieval and the Semantic Gap in the Deep Learning Era / Björn Barz, Joachim Denzler
A Modality Converting Approach for Image Annotation to Overcome the Inconsistent Labels in Training Data Tokinori Suzuki, Daisuke Ikeda
Iconic-Based Retrieval of Grocery Images via Siamese Neural Network / Gianluigi Ciocca, Paolo Napoletano, Simone Giuseppe Locatelli
Garment Recommendation with Memory Augmented Neural Networks / Lavinia De Divitiis, Federico Becattini, Claudio Baecchi, Alberto Del Bimbo
Developing a Smart PACS: CBIR System Using Deep Learning / Michela Gravina, Stefano Marrone, Gabriele Piantadosi, Vincenzo Moscato, Carlo Sansone
Multi Color Channel vs. Multi Spectral Band Representations for Texture Classification / Nicolas Vandenbroucke, Alice Porebski
Multi-task Learning for Supervised and Unsupervised Classification of Grocery Images Gianluigi Ciocca, Paolo Napoletano, Simone Giuseppe Locatelli
Recent Advances in Video Question Answering: A Review of Datasets and Methods / Devshree Patel, Ratnam Parikh, Yesha Shastri
IQ-VQA: Intelligent Visual Question Answering / Vatsal Goel, Mohit Chandak, Ashish Anand, Prithwijit Guha.
[IV]. CVAUI 2020
4th Workshop on Computer Vision for Analysis of Underwater Imagery: Deep Sea Robotic Imaging Simulator / Yifan Song, David Nakath, Mengkun She, Furkan Elibol, Kevin Köser
Optimization of Multi-LED Setups for Underwater Robotic Vision Systems / Yifan Song, Jan Sticklus, David Nakath, Emanuel Wenzlaff, Reinhard Koch, Kevin Köser
Learning Visual Free Space Detection for Deep-Diving Robots / Nikhitha Shivaswamy, Tom Kwasnitschka, Kevin Köser
Removal of Floating Particles from Underwater Images Using Image Transformation Networks / Lei Li, Takashi Komuro, Koichiro Enomoto, Masashi Toda
Video-Based Hierarchical Species Classification for Longline Fishing Monitoring / Jie Mei, Jenq-Neng Hwang, Suzanne Romain, Craig Rose, Braden Moore, Kelsey Magrane
Robust Fish Enumeration by Multiple Object Tracking in Overhead Videos / Hung-Min Hsu, Ziyi Xie, Jenq-Neng Hwang, Andrew Berdahl.
[V]. DEEPRETAIL 2020
Workshop on Deep Understanding Shopper Behaviours and Interactions in Intelligent Retail Environments 2020: 3D Vision-Based Shelf Monitoring System for Intelligent Retail / Annalisa Milella, Roberto Marani, Antonio Petitti, Grazia Cicirelli, Tiziana D'Orazio
Faithful Fit, Markerless, 3D Eyeglasses Virtual Try-On / Davide Marelli, Simone Bianco, Gianluigi Ciocca
Performance Assessment of Face Analysis Algorithms with Occluded Faces / Antonio Greco, Alessia Saggese, Mario Vento, Vincenzo Vigilante
Who Is in the Crowd? Deep Face Analysis for Crowd Understanding / Simone Bianco, Luigi Celona, Raimondo Schettini
A Saliency-Based Technique for Advertisement Layout Optimisation to Predict Customers' Behaviour / Alessandro Bruno, Stéphane Lancette, Jinglu Zhang, Morgan Moore, Ville P. Ward, Jian Chang
Data-Driven Knowledge Discovery in Retail: Evidences from the Vending Machine's Industry / Luca Marinelli, Marina Paolanti, Lorenzo Nardi, Patrizia Gabellini, Emanuele Frontoni, Gian Luca Gregori
People Counting on Low Cost Embedded Hardware During the SARS-CoV-2 Pandemic / Giulia Pazzaglia, Marco Mameli, Luca Rossi, Marina Paolanti, Adriano Mancini, Primo Zingaretti et al.
Shoppers Detection Analysis in an Intelligent Retail Environment / Laura Della Sciucca, Davide Manco, Marco Contigiani, Rocco Pietrini, Luigi Di Bello, Valerio Placidi.
[VI]. DLPR
Deep Learning for Pattern Recognition: Recurrent Graph Convolutional Network for Skeleton-Based Abnormal Driving Behavior Recognition / Shun Wang, Fang Zhou, Song-Lu Chen, Chun Yang
Supervised Autoencoder Variants for End to End Anomaly Detection / Max Lübbering, Michael Gebauer, Rajkumar Ramamurthy, Rafet Sifa, Christian Bauckhage
Fuzzy-Based Pseudo Segmentation Approach for Handwritten Word Recognition Using a Sequence to Sequence Model with Attention / Rajdeep Bhattacharya, Samir Malakar, Friedhelm Schwenker, Ram Sarkar
Bifurcated Autoencoder for Segmentation of COVID-19 Infected Regions in CT Images Parham Yazdekhasty, Ali Zindari, Zahra Nabizadeh-ShahreBabak, Roshanak Roshandel, Pejman Khadivi, Nader Karimi et al.
DeepPBM: Deep Probabilistic Background Model Estimation from Video Sequences / Rezaei Behnaz, Farnoosh Amirreza, Sarah Ostadabbas
Tracker Evaluation for Small Object Tracking / Chang Liu, Chunlei Liu, Linlin Yang, Baochang Zhang
DepthOBJ: A Synthetic Dataset for 3D Mesh Model Retrieval / Francesco Carrabino, Lauro Snidaro
GFTE: Graph-Based Financial Table Extraction / Yiren Li, Zheng Huang, Junchi Yan, Yi Zhou, Fan Ye, Xianhui Liu
Relative Attribute Classification with Deep-RankSVM / Sara Atito Ali Ahmed, Berrin Yanikoglu
Adversarial Continuous Learning in Unsupervised Domain Adaptation / Youshan Zhang, Brian D. Davison
A Survey of Deep Learning Based Fully Automatic Bone Age Assessment Algorithms / Yang Jia, Hanrong Du, Haijuan Wang, Weiguang Chen, Xiaohui Jin, Wei Qi et al.
Unsupervised Real-World Super-resolution Using Variational Auto-encoder and Generative Adversarial Network / Kalpesh Prajapati, Vishal Chudasama, Heena Patel, Kishor Upla, Kiran Raja, Raghavendra Ramachandra et al.
Training of Multiple and Mixed Tasks with a Single Network Using Feature Modulation / Mana Takeda, Gibran Benitez, Keiji Yana
Deep Image Clustering Using Self-learning Optimization in a Variational Auto-Encoder / Duc Hoa Tran, Michel Meunier, Farida Cheriet.