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15th VISIGRAPP 2020: Valletta, Malta - Volume 5: VISAPP
- Giovanni Maria Farinella, Petia Radeva, José Braz:
Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2020, Volume 5: VISAPP, Valletta, Malta, February 27-29, 2020. SCITEPRESS 2020, ISBN 978-989-758-402-2
Invited Speakers
- Matthias Nießner:
Semantic 3D Scene Understanding in RGB-D Scans. VISIGRAPP 2020: 5 - Anthony Steed:
The Computing Challenges of Mixed-Reality. VISIGRAPP 2020: 7 - Alan Chalmers:
High Dynamic Range: Where to next? VISIGRAPP 2020: 9 - Helen C. Purchase:
Experimental Pitfalls. VISIGRAPP 2020: 11
Image and Video Understanding
- Rafael Roberto, Daniel Perazzo, João Paulo Lima, Veronica Teichrieb, Jonysberg Peixoto Quintino, Fabio Q. B. da Silva, André L. M. Santos, Helder Pinho:
Using Local Refinements on 360 Stitching from Dual-fisheye Cameras. 17-26 - Takayuki Nakatsuka, Masatoshi Hamanaka, Shigeo Morishima:
Audio-guided Video Interpolation via Human Pose Features. 27-35 - Aloisio Dourado, Hansung Kim, Teófilo E. de Campos, Adrian Hilton
:
Semantic Scene Completion from a Single 360-Degree Image and Depth Map. 36-46 - Jacek Komorowski
FootAndBall: Integrated Player and Ball Detector. 47-56 - Mégane Millan, Catherine Achard
Fine-tuning Siamese Networks to Assess Sport Gestures Quality. 57-65 - Gerald A. Zwettler, Werner Backfrieder, David R. Holmes III:
Pre- and Post-processing Strategies for Generic Slice-wise Segmentation of Tomographic 3D Datasets Utilizing U-Net Deep Learning Models Trained for Specific Diagnostic Domains. 66-78 - Regina Pohle-Fröhlich
Estimation of Muscle Fascicle Orientation in Ultrasonic Images. 79-86 - Ana Martinazzo, Mateus Espadoto, Nina S. T. Hirata
Deep Learning for Astronomical Object Classification: A Case Study. 87-95 - Sugino Nicolas Alejandro, Tsubasa Minematsu, Atsushi Shimada, Takashi Shibata
Semi-automatic Learning Framework Combining Object Detection and Background Subtraction. 96-106 - Rensso Mora Colque
Anomaly Event Detection based on People Trajectories for Surveillance Videos. 107-116 - Anderson Carlos Sousa e Santos, Helena de Almeida Maia, Marcos Roberto e Souza, Marcelo Bernardes Vieira, Hélio Pedrini:
Fuzzy Fusion for Two-stream Action Recognition. 117-123 - Christian Payer, Darko Stern, Horst Bischof
Coarse to Fine Vertebrae Localization and Segmentation with SpatialConfiguration-Net and U-Net. 124-133 - Julio Mendoza, Hélio Pedrini:
Self-supervised Depth Estimation based on Feature Sharing and Consistency Constraints. 134-141 - Filipe Alves de Fernando, Daniel Carlos Guimarães Pedronette, Gustavo José de Sousa, Lucas Pascotti Valem, Ivan Rizzo Guilherme:
RaDE: A Rank-based Graph Embedding Approach. 142-152 - Tomohiro Hamamoto, Hideaki Uchiyama, Atsushi Shimada, Rin-Ichiro Taniguchi:
3D Plant Growth Prediction via Image-to-Image Translation. 153-161 - Catherine Capellen, Max Schwarz, Sven Behnke:
ConvPoseCNN: Dense Convolutional 6D Object Pose Estimation. 162-172 - Nazil Perveen, Chalavadi Krishna Mohan, Yen-Wei Chen:
Quantitative Analysis of Facial Paralysis using GMM and Dynamic Kernels. 173-184 - Greg Olmschenk, Hao Tang
Improving Dense Crowd Counting Convolutional Neural Networks using Inverse k-Nearest Neighbor Maps and Multiscale Upsampling. 185-195 - Rasha Friji, Hassen Drira, Faten Chaieb
Geometric Deep Learning on Skeleton Sequences for 2D/3D Action Recognition. 196-204 - Ahmed J. Afifi
Mini V-Net: Depth Estimation from Single Indoor-Outdoor Images using Strided-CNN. 205-214 - Tobias Scheck, Ana Pérez Grassi, Gangolf Hirtz:
A CNN-based Feature Space for Semi-supervised Incremental Learning in Assisted Living Applications. 217-224 - Roberto Martín-López, David Fuentes-Jiménez, Sara Luengo-Sánchez, Cristina Losada-Gutiérrez
Towards Deep People Detection using CNNs Trained on Synthetic Images. 225-232 - Obeida ElJundi, Mohamad Dhaybi, Kotaiba Mokadam, Hazem M. Hajj, Daniel C. Asmar:
Resources and End-to-End Neural Network Models for Arabic Image Captioning. 233-241 - Raffaele Imbriaco, Tunç Alkanat, Egor Bondarev, Peter H. N. de With:
Multi-Branch Convolutional Descriptors for Content-based Remote Sensing Image Retrieval. 242-249 - Matthijs H. Zwemer, Rob G. J. Wijnhoven, Peter H. N. de With:
SSD-ML: Hierarchical Object Classification for Traffic Surveillance. 250-259 - Sheng Xiang, Shun'ichi Kaneko, Dong Liang
Robust Method for Detecting Defect in Images Printed on 3D Micro-textured Surfaces: Modified Multiple Paired Pixel Consistency. 260-267 - Herman G. J. Groot, Matthijs H. Zwemer, Rob G. J. Wijnhoven, Y. Bondarev, Peter H. N. de With:
Vessel-speed Enforcement System by Multi-camera Detection and Re-identification. 268-277 - Luigi Claudio Viagrande, Filippo L. M. Milotta, Paola Giuffrè, Giuseppe Bruno, Daniele Vinciguerra, Giovanni Gallo:
Semisupervised Classification of Anomalies Signatures in Electrical Wafer Sorting (EWS) Maps. 278-285 - Kh Tohidul Islam
A Deep Transfer Learning Framework for Pneumonia Detection from Chest X-ray Images. 286-293 - Marwa Ben Jabra, Ramzi Guetari, Aladine Chetouani, Hedi Tabia, Nawres Khlifa:
Facial Expression Recognition using the Bilinear Pooling. 294-301 - Katsutoshi Shiraki, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi:
Acquisition of Optimal Connection Patterns for Skeleton-based Action Recognition with Graph Convolutional Networks. 302-309 - Jingyu Hu, Nobuyuki Kita, Yasuyo Kita:
Clothing Category Classification using Common Models Adaptively Adjusted to Observation. 310-317 - Christopher Pramerdorfer, Martin Kampel:
Deep Body-pose Estimation via Synthetic Depth Data: A Case Study. 318-325 - Yusuke Hatae, Qingpu Yang, Muhammad Fikko Fadjrimiratno, Yuanyuan Li, Tetsu Matsukawa
Detecting Anomalous Regions from an Image based on Deep Captioning. 326-335 - Jiwon Jun, Hyunjeong Pak, Moongu Jeon:
FSSSD: Fixed Scale SSD for Vehicle Detection. 336-342 - Luis Gustavo Lorgus Decker, Allan da Silva Pinto
MobText: A Compact Method for Scene Text Localization. 343-350 - Hemerson Tacon, André de Souza Brito, Hugo de Lima Chaves, Marcelo Bernardes Vieira, Saulo Moraes Villela, Helena de Almeida Maia, Darwin Ttito Concha, Hélio Pedrini:
Multi-stream Architecture with Symmetric Extended Visual Rhythms for Deep Learning Human Action Recognition. 351-358 - Oussema Bouafif, Bogdan Khomutenko, Mohamed Daoudi:
Monocular 3D Head Reconstruction via Prediction and Integration of Normal Vector Field. 359-369 - Helmut Tödtmann, Matthias Vahl, Uwe Freiherr von Lukas, Torsten Ullrich:
Time-unfolding Object Existence Detection in Low-quality Underwater Videos using Convolutional Neural Networks. 370-377 - Gabriel Farrugia, Adrian Muscat:
Explaining Spatial Relation Detection using Layerwise Relevance Propagation. 378-385 - Ryota Niwa, Fumihiko Sakaue, Jun Sato:
Encrypted Image Display based on Individual Visual Characteristics. 386-394 - Christoffer P. Simonsen, Frederik M. Thiesson, Øyvind Holtskog
Detecting and Locating Boats using a PTZ Camera with Both Optical and Thermal Sensors. 395-403 - Leonardo Tadeu Lopes, Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, Ivan Rizzo Guilherme, João Paulo Papa, Marcos Cleison Silva Santana, Danilo Colombo:
Manifold Learning-based Clustering Approach Applied to Anomaly Detection in Surveillance Videos. VISIGRAPP (5: VISAPP) 2020: 404-412 - Mohamed Dhia Besbes, Yousri Kessentini, Hedi Tabia:
Multi-stream Deep Networks for Vehicle Make and Model Recognition. 413-419 - Michael Danner
Texture-based 3D Face Recognition using Deep Neural Networks for Unconstrained Human-machine Interaction. 420-427 - Gabriela Y. Kimura, Diego Rafael Lucio, Alceu S. Britto Jr., David Menotti:
CNN Hyperparameter Tuning Applied to Iris Liveness Detection. 428-434 - Naoki Nishida, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Jun Piao:
SOANets: Encoder-decoder based Skeleton Orientation Alignment Network for White Cane User Recognition from 2D Human Skeleton Sequence. 435-443 - Umashankar Deekshith, Nishit Gajjar, Max Schwarz, Sven Behnke:
Visual Descriptor Learning from Monocular Video. 444-451 - Yue Zhang, Adrian Hilton
A New Approach Combining Trained Single-view Networks with Multi-view Constraints for Robust Multi-view Object Detection and Labelling. 452-461 - Tatsuhiro Tsukamoto, Toru Abe, Takuo Suganuma:
A Method for Detecting Human-object Interaction based on Motion Distribution around Hand. 462-469 - Shuichi Akizuki, Manabu Hashimoto:
A Multi-purpose RGB-D Dataset for Understanding Everyday Objects. 470-475 - Israr Ul Haq, Keisuke Fujii, Yoshinobu Kawahara:
Dynamic Mode Decomposition via Dictionary Learning for Foreground Modeling in Videos. 476-483 - Tuan-Hung Vu, Sebastien Ambellouis, Jacques Boonaert, Abdelmalik Taleb-Ahmed:
Anomaly Detection in Surveillance Videos by Future Appearance-motion Prediction. 484-490 - Dinesh Kumar
Distributed Information Integration in Convolutional Neural Networks. 491-498 - Fiza Murtaza
Plant Species Identification using Discriminant Bag of Words (DBoW). 499-505 - Andrzej Bukala, Boguslaw Cyganek
Classification of Histopathological Images using Scale-Invariant Feature Transform. 506-512 - Weronika Gutfeter
Proxy Embeddings for Face Identification among Multi-Pose Templates. 513-520 - Tobias Gerlach, Michael Danner
Who Loves Virtue as much as He Loves Beauty?: Deep Learning based Estimator for Aesthetics of Portraits. 521-528 - Antoine Billy, Pascal Desbarats:
DA-NET: Monocular Depth Estimation using Disparity Maps Awareness NETwork. 529-535 - Hiba Alqasir, Damien Muselet, Christophe Ducottet:
Mask-guided Image Classification with Siamese Networks. 536-543 - Takuya Mokutani, Fumihiko Sakaue, Jun Sato:
Light Field Scattering in Participating Media. 544-549 - João Borges
Automated Generation of Synthetic in-Car Dataset for Human Body Pose Detection. 550-557 - Monika Wysoczanska, Tomasz Trzcinski:
Multimodal Dance Recognition. 558-565 - Anicetus Odo
Towards the Automatic Visual Monitoring of Electricity Pylons from Aerial Images. 566-573 - Alan Dolhasz, Carlo Harvey
Towards Unsupervised Image Harmonisation. 574-581 - Dario Cazzato, Claudio Cimarelli, Holger Voos:
A Preliminary Study on the Automatic Visual based Identification of UAV Pilots from Counter UAVs. 582-589 - Sara Luengo-Sánchez, Sergio de López Diz, David Fuentes-Jiménez, Cristina Losada-Gutiérrez
3D Convolutional Neural Network for Falling Detection using Only Depth Information. 590-597 - László Czúni, Amr M. Nagy:
Hidden Markov Models for Pose Estimation. 598-603
Mobile and Egocentric Vision for Humans and Robots
- Giovanni Pasqualino, Stefano Scafiti, Antonino Furnari, Giovanni Maria Farinella:
Localizing Visitors in Natural Sites Exploiting Modality Attention on Egocentric Images and GPS Data. 609-617 - Shogo Fukuda, Shintaro Nakatani, Masashi Nishiyama, Yoshio Iwai:
Geo-localization using Ridgeline Features Extracted from 360-degree Images of Sand Dunes. 621-627 - Marco Rosano, Antonino Furnari, Luigi Gulino, Giovanni Maria Farinella:
A Comparison of Visual Navigation Approaches based on Localization and Reinforcement Learning in Virtual and Real Environments. 628-635 - Chaitanya Bandi
Regression-based 3D Hand Pose Estimation using Heatmaps. 636-643 - Julia Cohen, Carlos Fernando Crispim Junior, Céline Grange-Faivre, Laure Tougne
CAD-based Learning for Egocentric Object Detection in Industrial Context. 644-651 - Ivan Barabanau, Alexey Artemov, Evgeny Burnaev, Vyacheslav Murashkin:
Monocular 3D Object Detection via Geometric Reasoning on Keypoints. 652-659 - Zenonas Theodosiou, Harris Partaourides
A First-person Database for Detecting Barriers for Pedestrians. 660-666 - Antoni Burguera, Francisco Bonin-Font:
Towards Visual Loop Detection in Underwater Robotics using a Deep Neural Network. 667-673 - Simone Testa
Dynamic Detectors of Oriented Spatial Contrast from Isotropic Fixational Eye Movements. 674-681 - Justin Le Louedec, Bo Li, Grzegorz Cielniak:
Evaluation of 3D Vision Systems for Detection of Small Objects in Agricultural Environments. 682-689 - Mateusz Majcher
3D Model-based 6D Object Pose Tracking on RGB Images using Particle Filtering and Heuristic Optimization. 690-697
Applications and Services
- Djamila Dahmani, Slimane Larabi
Melanoma Detection System based on a Game Theory Model. 703-711 - Safa Chebbi, Sofia Ben Jebara:
Towards Detecting Simultaneous Fear Emotion and Deception Behavior in Speech. 712-720 - Deisy Chaves
Improving Age Estimation in Minors and Young Adults with Occluded Faces to Fight Against Child Sexual Exploitation. 721-729 - Matteo Bortolon, Paul Chippendale, Stefano Messelodi, Fabio Poiesi
Multi-view Data Capture using Edge-synchronised Mobiles. 730-740 - Houda Nakkach, Sofiene Haboubi
CHAKEL-DB: Online Database for Handwriting Diacritic Arabic Character. 743-750 - Julia Richter, Raul Beltrán Beltrán, Guido Köstermeyer, Ulrich Heinkel:
Human Climbing and Bouldering Motion Analysis: A Survey on Sensors, Motion Capture, Analysis Algorithms, Recent Advances and Applications. 751-758 - I-Tzu Chen, Huei-Yung Lin:
Detection, Counting and Maturity Assessment of Cherry Tomatoes using Multi-spectral Images and Machine Learning Techniques. 759-766 - Tadaaki Hosaka, Shinnosuke Furuya:
Stereoscopic Text-based CAPTCHA on Head-Mounted Displays. 767-774 - Chih-Yi Li, Huei-Yung Lin:
Vehicle Detection and Classification in Aerial Images using Convolutional Neural Networks. 775-782 - Ami Miyake, Hideaki Uchiyama, Atsushi Shimada, Rin-Ichiro Taniguchi:
PlanAR: Accurate and Stable 3D Positioning System via Interactive Plane Reconstruction for Handheld Augmented Reality. 783-791 - Aufaclav Zatu Kusuma Frisky, Adieyatna Fajri, Simon Brenner, Robert Sablatnig:
Acquisition Evaluation on Outdoor Scanning for Archaeological Artifact Digitalization. 792-799 - Philipp Fleck, Fernando Reyes-Aviles, Christian Pirchheim, Clemens Arth, Dieter Schmalstieg:
MAUI: Tele-assistance for Maintenance of Cyber-physical Systems. 800-812 - Shuji Tanikawa, Norio Tagawa:
Player Tracking using Multi-viewpoint Images in Basketball Analysis. 813-820 - Anna Egorova, Victor Fedoseev:
Steganalysis of Semi-fragile Watermarking Systems Resistant to JPEG Compression. 821-828 - Mohamed Abdel-Nasser, Francesc Solsona, Domenec Puig:
Pectoral Muscle Segmentation in Tomosynthesis Images using Geometry Information and Grey Wolf Optimizer. 829-836 - Tomohiro Shimizu, Kei Oishi, Ryo Hachiuma, Hiroki Kajita, Yoshifumi Takatsume, Hideo Saito:
Surgery Recording without Occlusions by Multi-view Surgical Videos. 837-844 - Douglas Wender A. Isidoro, Cláudia M. Carneiro, Mariana T. Resende, Fátima N. S. de Medeiros, Daniela M. Ushizima, Andrea Gomes Campos Bianchi:
Automatic Classification of Cervical Cell Patches based on Non-geometric Characteristics. 845-852 - Athanasios Kallipolitis, Alexandros Stratigos, Alexios Zarras, Ilias Maglogiannis:
Fully Connected Visual Words for the Classification of Skin Cancer Confocal Images. 853-858 - Takuya Umemura, Fumihiko Sakaue, Jun Sato:
Driving Video Prediction based on Motion Estimation of 3D Objects using a Stereo Camera System. 859-866
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