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ORCIDICPR 2020: Virtual Event / Milano, Italy - Workshops
- Alberto Del Bimbo
, Rita Cucchiara, Stan Sclaroff, Giovanni Maria Farinella, Tao Mei, Marco Bertini, Hugo Jair Escalante, Roberto Vezzani:
Pattern Recognition. ICPR International Workshops and Challenges - Virtual Event, January 10-15, 2021, Proceedings, Part VI. Lecture Notes in Computer Science 12666, Springer 2021, ISBN 978-3-030-68779-3
MAES - Machine Learning Advances Environmental Science
- Björn Barz, Kai Schröter, Ann-Christin Kra, Joachim Denzler:
Finding Relevant Flood Images on Twitter Using Content-Based Filters. 5-14 - Takato Yasuno, Masazumi Amakata, Masahiro Okano:
Natural Disaster Classification Using Aerial Photography Explainable for Typhoon Damaged Feature. 15-25 - Francesco Camastra, Vincenzo Capone, Angelo Ciaramella, Tony Christian Landi, Angelo Riccio, Antonino Staiano:
Environmental Time Series Prediction with Missing Data by Machine Learning and Dynamics Recostruction. 26-33 - Konstantin Kobs, Christian Schäfer, Michael Steininger, Anna Krause, Roland Baumhauer, Heiko Paeth, Andreas Hotho:
Semi-Supervised Learning for Grain Size Distribution Interpolation. 34-44 - Christos Pylianidis, Val Snow, Dean P. Holzworth, Jeremy Bryant, Ioannis N. Athanasiadis:
Location-Specific vs Location-Agnostic Machine Learning Metamodels for Predicting Pasture Nitrogen Response Rate. 45-54 - Giovanni Giacalone, Giosuè Lo Bosco, Marco Barra, Angelo Bonanno, Giuseppa Buscaino, Riko Noormets, Christopher Nuth, Monica Calabrò, Gualtiero Basilone, Simona Genovese, Ignazio Fontana, Salvatore Mazzola, Riccardo Rizzo, Salvatore Aronica:
Pattern Classification from Multi-beam Acoustic Data Acquired in Kongsfjorden. 55-64 - Ignazio Fontana, Giovanni Giacalone, Riccardo Rizzo, Marco Barra, Olga Mangoni, Angelo Bonanno, Gualtiero Basilone, Simona Genovese, Salvatore Mazzola, Giosuè Lo Bosco, Salvatore Aronica:
Unsupervised Classification of Acoustic Echoes from Two Krill Species in the Southern Ocean (Ross Sea). 65-74 - Leo Muckley, James Garforth:
Multi-Input ConvLSTM for Flood Extent Prediction. 75-85 - Ji Yeon Baek, Maria Krishna de Guzman, Ho-min Park, Sanghyeon Park, Boyeon Shin, Tanja Cirkovic Velickovic, Arnout Van Messem, Wesley De Neve:
Developing a Segmentation Model for Microscopic Images of Microplastics Isolated from Clams. 86-97 - Francesco Mattei, Michele Scardi:
A Machine Learning Approach to Chlorophyll a Time Series Analysis in the Mediterranean Sea. 98-109 - Jaroslav Bures, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen, Pavel Zemcík:
Plankton Recognition in Images with Varying Size. 110-120 - Angelo Ciaramella, Francesco Perrotta, Gerardo Pappone, Pietro Aucelli, Francesco Peluso, Gaia Mattei:
Environment Object Detection for Marine ARGO Drone by Deep Learning. 121-129 - Mikhail F. Kanevski, Mohamed Laib:
Unsupervised Learning of High Dimensional Environmental Data Using Local Fractality Concept. 130-138 - Jelle Hofman, Tien Huu Do, Xuening Qin, Esther Rodrigo Bonet, Martha E. Nikolaou, Wilfried Philips, Nikos Deligiannis, Valerio Panzica La Manna:
Spatiotemporal Air Quality Inference of Low-Cost Sensor Data; Application on a Cycling Monitoring Network. 139-147 - Benjamin Deneu, Alexis Joly, Pierre Bonnet, Maximilien Servajean, François Munoz:
How Do Deep Convolutional SDM Trained on Satellite Images Unravel Vegetation Ecology? 148-158
ManifLearn - Manifold Learning in Machine Learning, from Euclid to Riemann
- Line Kühnel, Tom Fletcher, Sarang C. Joshi, Stefan Sommer:
Latent Space Geometric Statistics. 163-178 - Bingyuan Liu, Christopher Malon, Lingzhou Xue, Erik Kruus:
Improving Neural Network Robustness Through Neighborhood Preserving Layers. 179-195 - Mohamed Daoudi, Naima Otberdout, Juan Carlos Álvarez Paiva:
Metric Learning on the Manifold of Oriented Ellipses: Application to Facial Expression Recognition. 196-206
MANPU - The 4th International Workshop on coMics ANalysis, Processing and Understanding
- Rita Hartel, Alexander Dunst:
An OCR Pipeline and Semantic Text Analysis for Comics. 213-222 - Jin Kato, Motoi Iwata, Koichi Kise:
Manga Vocabulometer, A New Support System for Extensive Reading with Japanese Manga Translated into English. 223-235 - Junki Oshiba, Motoi Iwata, Koichi Kise:
Automatic Landmark-Guided Face Image Generation for Anime Characters Using C2GAN. 236-249 - Christophe Rigaud, Nhu-Van Nguyen, Jean-Christophe Burie:
Text Block Segmentation in Comic Speech Bubbles. 250-261
MMDLCA - Multi-modal Deep Learning: Challenges and Applications
- Zixiao Wang, Hai Xu, Youliang Tian, Hongtao Xie:
Hierarchical Consistency and Refinement for Semi-supervised Medical Segmentation. 267-276 - Vijay John, Ali Boyali, Simon Thompson, Seiichi Mita:
BVTNet: Multi-label Multi-class Fusion of Visible and Thermal Camera for Free Space and Pedestrian Segmentation. 277-288 - Ali Bakhshi, Stephan K. Chalup:
Multimodal Emotion Recognition Based on Speech and Physiological Signals Using Deep Neural Networks. 289-300 - Cong Jin, Tian Zhang, Shouxun Liu, Yun Tie, Xin Lv, Jianguang Li, Wencai Yan, Ming Yan, Qian Xu, Yicong Guan, Zhenggougou Yang:
Cross-modal Deep Learning Applications: Audio-Visual Retrieval. 301-313 - Karan Sharma, Hemanth Dandu, Arun C. S. Kumar, Vinay Kumar, Suchendra M. Bhandarkar:
Exploiting Word Embeddings for Recognition of Previously Unseen Objects. 314-329 - Fei Ye, Zhiqiang Wang, Kai Hu, Sheng Zhu, Xieping Gao:
Automated Segmentation of Lateral Ventricle in MR Images Using Multi-scale Feature Fusion Convolutional Neural Network. 330-338 - Ignazio Gallo, Shah Nawaz, Nicola Landro, Riccardo La Grassa:
Visual Word Embedding for Text Classification. 339-352 - Jiangbo Ai, Yang Yang, Xing Xu, Jie Zhou, Heng Tao Shen:
CC-LSTM: Cross and Conditional Long-Short Time Memory for Video Captioning. 353-365 - Xin Chen, Caiyan Jia:
An Overview of Image-to-Image Translation Using Generative Adversarial Networks. 366-380 - Marimuthu Kalimuthu, Aditya Mogadala, Marius Mosbach, Dietrich Klakow:
Fusion Models for Improved Image Captioning. 381-395 - Lixia Zhou, Jun Zhang:
From Bottom to Top: A Coordinated Feature Representation Method for Speech Recognition. 396-403
MMForWild2020 - MultiMedia FORensics in the WILD 2020
- Wenjie Li, Benedetta Tondi, Rongrong Ni, Mauro Barni:
Increased-Confidence Adversarial Examples for Deep Learning Counter-Forensics. 411-424 - Fabio Carrara, Roberto Caldelli, Fabrizio Falchi, Giuseppe Amato:
Defending Neural ODE Image Classifiers from Adversarial Attacks with Tolerance Randomization. 425-438 - Hugo Ruiz, Marc Chaumont, Mehdi Yedroudj, Ahmed Oulad Amara, Frédéric Comby, Gérard Subsol:
Analysis of the Scalability of a Deep-Learning Network for Steganography "Into the Wild". 439-452 - Benoît Bonnet, Teddy Furon, Patrick Bas:
Forensics Through Stega Glasses: The Case of Adversarial Images. 453-469 - Hugo Ruiz, Mehdi Yedroudj, Marc Chaumont, Frédéric Comby, Gérard Subsol:
LSSD: A Controlled Large JPEG Image Database for Deep-Learning-Based Steganalysis "Into the Wild". 470-483 - Gianmaria Rossi, Marco Fontani, Simone Milani:
Neural Network for Denoising and Reading Degraded License Plates. 484-499 - Benjamin Hadwiger, Christian Riess:
The Forchheim Image Database for Camera Identification in the Wild. 500-515 - János Horváth, Daniel Mas Montserrat, Edward J. Delp:
Nested Attention U-Net: A Splicing Detection Method for Satellite Images. 516-529 - Stefano Marrone, Roberto Casula, Giulia Orrù, Gian Luca Marcialis, Carlo Sansone:
Fingerprint Adversarial Presentation Attack in the Physical Domain. 530-543 - Paula Kaiser, Franziska Schirrmacher, Benedikt Lorch, Christian Riess:
Learning to Decipher License Plates in Severely Degraded Images. 544-559 - Sobhan Soleymani, Baaria Chaudhary, Ali Dabouei, Jeremy M. Dawson, Nasser M. Nasrabadi:
Differential Morphed Face Detection Using Deep Siamese Networks. 560-572 - Sebastiano Battiato, Oliver Giudice, Francesco Guarnera, Giovanni Puglisi:
In-Depth DCT Coefficient Distribution Analysis for First Quantization Estimation. 573-587
MOI2QDN - Workshop on Metrification and Optimization of Input Image Quality in Deep Networks
- Simone Zini, Marco Buzzelli:
On the Impact of Rain over Semantic Segmentation of Street Scenes. 597-610 - José A. Rodríguez-Rodríguez, Miguel A. Molina-Cabello, Rafaela Benítez-Rochel, Ezequiel López-Rubio:
The Impact of Linear Motion Blur on the Object Recognition Efficiency of Deep Convolutional Neural Networks. 611-622 - Karl Thurnhofer-Hemsi, Guillermo Ruiz-Álvarez, Rafael Marcos Luque Baena, Miguel A. Molina-Cabello, Ezequiel López-Rubio:
Performance of Deep Learning and Traditional Techniques in Single Image Super-Resolution of Noisy Images. 623-638 - José A. Rodríguez-Rodríguez, Miguel A. Molina-Cabello, Rafaela Benítez-Rochel, Ezequiel López-Rubio:
The Effect of Noise and Brightness on Convolutional Deep Neural Networks. 639-654 - Yuen Peng Loh:
Exploring the Contributions of Low-Light Image Enhancement to Network-Based Object Detection. 655-669 - Qianyu Guo, Jing Wen:
Multi-level Fusion Based Deep Convolutional Network for Image Quality Assessment. 670-678 - Andrii Yermakov, Vojtech Franc:
CNN Based Predictor of Face Image Quality. 679-693
MPRSS - 6th IAPR Workshop on Multimodal Pattern Recognition for Social Signal Processing in Human Computer Interaction
- Amany A. Kandeel, Hazem M. Abbas, Hossam S. Hassanein:
Explainable Model Selection of a Convolutional Neural Network for Driver's Facial Emotion Identification. 699-713 - Concetta Papapicco:
Artificial Kindness The Italian Case of Google Mini Recognition Patterns. 714-727 - Masanori Muroi, Naoya Sogi, Nobuko Kato, Kazuhiro Fukui:
Fingerspelling Recognition with Two-Steps Cascade Process of Spotting and Classification. 728-743 - Dua'a Ahmad, Roland Goecke, James Ireland:
CNN Depression Severity Level Estimation from Upper Body vs. Face-Only Images. 744-758 - Gaurav Jaswal, Seshan Srirangarajan, Sumantra Dutta Roy:
Range-Doppler Hand Gesture Recognition Using Deep Residual-3DCNN with Transformer Network. 759-772 - Peter Bellmann, Ludwig Lausser, Hans A. Kestler, Friedhelm Schwenker:
Introducing Bidirectional Ordinal Classifier Cascades Based on a Pain Intensity Recognition Scenario. 773-787 - Youssef Wally, Yara Samaha, Ziad Yasser, Steffen Walter, Friedhelm Schwenker:
Personalized k-fold Cross-Validation Analysis with Transfer from Phasic to Tonic Pain Recognition on X-ITE Pain Database. 788-802 - Guillaume Delorme, Yutong Ban, Guillaume Sarrazin, Xavier Alameda-Pineda:
ODANet: Online Deep Appearance Network for Identity-Consistent Multi-person Tracking. 803-818
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