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16th VISIGRAPP 2021 - Volume 4: VISAPP
- Giovanni Maria Farinella, Petia Radeva, José Braz, Kadi Bouatouch:
Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2021, Volume 4: VISAPP, Online Streaming, February 8-10, 2021. SCITEPRESS 2021, ISBN 978-989-758-488-6
Invited Speakers
- Federico Tombari:
3D Indoor Scene Understanding with Scene Graphs and Self-supervision. VISIGRAPP 2021: 5 - Dieter Schmalstieg:
Visualization in the Real World: Confluence of Visualization and Augmented Reality. VISIGRAPP 2021: 7 - Nathalie Henry Riche:
Keynote Lecture. VISIGRAPP 2021: 9
Image and Video Formation, Preprocessing and Analysis
- Ricard Durall, Franz-Josef Pfreundt, Janis Keuper:
Stabilizing GANs with Soft Octave Convolutions. 15-23 - Ricard Durall, Kalun Ho, Franz-Josef Pfreundt, Janis Keuper:
Latent Space Conditioning on Generative Adversarial Networks. 24-34 - Jireh Jam, Connah Kendrick, Vincent Drouard, Kevin Walker, Gee-Sern Hsu, Moi Hoon Yap:
Symmetric Skip Connection Wasserstein GAN for High-resolution Facial Image Inpainting. 35-44 - Jieying Wang
, Leonardo de Melo Joao
Focus-and-Context Skeleton-based Image Simplification using Saliency Maps. 45-55 - Refka Hanachi, Akrem Sellami, Imed Riadh Farah:
Interpretation of Human Behavior from Multi-modal Brain MRI Images based on Graph Deep Neural Networks and Attention Mechanism. 56-66 - Mohsen Shirpour, Steven S. Beauchemin, Michael A. Bauer:
Driver's Eye Fixation Prediction by Deep Neural Network. 67-75 - Michela Lecca
A Retinex Inspired Bilateral Filter for Enhancing Images under Difficult Light Conditions. 76-86 - Giomar O. Sequeiros, Aura Conci, Leandro A. F. Fernandes:
Using Geometric Graph Matching in Image Registration. 87-98 - Nobuyuki Kita:
Precise Upright Adjustment of Panoramic Images. 99-111 - Vishwas Rathi, Puneet Goyal:
Convolution Filter based Efficient Multispectral Image Demosaicking for Compact MSFAs. 112-121 - Mohamed Alimoussa
Clustering-based Sequential Feature Selection Approach for High Dimensional Data Classification. 122-132 - Matej Grcic, Petra Bevandic, Sinisa Segvic
Dense Open-set Recognition with Synthetic Outliers Generated by Real NVP. 133-143 - Amira Jouirou
Shared Information-Based Late Fusion for Four Mammogram Views Retrieval using Data-driven Distance Selection. 144-155 - Ryosuke Suzuki, Fumihiko Sakaue, Jun Sato, Ryuichi Fukuta, Taketo Harada, Kazuhisa Ishimaru:
Inspection of Industrial Coatings based on Multispectral BTF. 156-162 - Carola Figueroa Flores, Bogdan Raducanu, David Berga
Hallucinating Saliency Maps for Fine-grained Image Classification for Limited Data Domains. 163-171 - Decky Aspandi, Federico Sukno, Björn W. Schuller, Xavier Binefa:
An Enhanced Adversarial Network with Combined Latent Features for Spatio-temporal Facial Affect Estimation in the Wild. 172-181 - Fatemeh Azimi, Stanislav Frolov, Federico Raue, Jörn Hees, Andreas Dengel:
Hybrid-S2S: Video Object Segmentation with Recurrent Networks and Correspondence Matching. 182-192 - Zahra Anvari, Vassilis Athitsos:
Enhanced CycleGAN Dehazing Network. 193-202 - Martin Madaras, Martin Stuchlík, Matús Talcík:
Fast Bridgeless Pyramid Segmentation for Organized Point Clouds. 205-210 - Ricard Durall, Avraam Chatzimichailidis, Peter Labus, Janis Keuper:
Combating Mode Collapse in GAN Training: An Empirical Analysis using Hessian Eigenvalues. 211-218 - Oguz Kedilioglu, Markus Lieret, Julia Schottenhamml, Tobias Würfl, Andreas Blank, Andreas Maier, Jörg Franke:
RGB-D-based Human Detection and Segmentation for Mobile Robot Navigation in Industrial Environments. 219-226 - Johannes Wolf, Tobias Pietz, Rico Richter, Sören Discher, Jürgen Döllner:
Image-based Road Marking Classification and Vector Data Derivation from Mobile Mapping 3D Point Clouds. 227-234 - Gerald A. Zwettler, Werner Backfrieder, Ronald A. Karwoski, David R. Holmes III:
Generic User-guided Interaction Paradigm for Precise Post-slice-wise Processing of Tomographic Deep Learning Segmentations Utilizing Graph Cut and Graph Segmentation. 235-244 - Anthony Perez:
GeST: A New Image Segmentation Technique based on Graph Embedding. 245-252 - Zejin Lu, Jinqi Liao, Jiyang Lv, Fengjun Chen:
Relocation with Coverage and Intersection over Union Loss for Target Matching. 253-260 - Muhammad Sohail Afzal, Muhammad Atif Tahir:
Reinforcement Learning based Video Summarization with Combination of ResNet and Gated Recurrent Unit. 261-268 - Michael Georg Adam
PIU-Net: Generation of Virtual Panoramic Views from Colored Point Clouds. 269-276 - Sujata, Suman K. Mitra:
Modular Facial Expression Recognition using Double Channel DNNs. 277-284 - Takrouni Wiem, Douik Ali:
Deep Convolutional Second Generation Curvelet Transform-based MR Image for Early Detection of Alzheimer's Disease. 285-292 - Yasser Boutaleb
Efficient Multi-stream Temporal Learning and Post-fusion Strategy for 3D Skeleton-based Hand Activity Recognition. 293-302 - Guilherme G. Netto, Bruno N. Coelho, Saul E. Delabrida
Early Defect Detection in Conveyor Belts using Machine Vision. 303-310 - Siwar Ben Gamra
New Challenges of Face Detection in Paintings based on Deep Learning. 311-320 - Yuqi Li, Yinan Ma, Jing Wu, Chengnian Long:
Hybrid Feature based Pyramid Network for Nighttime Semantic Segmentation. 321-328 - Vishwas Rathi, Medha Gupta, Puneet Goyal:
A New Generic Progressive Approach based on Spectral Difference for Single-sensor Multispectral Imaging System. 329-336 - Ran Fei, Ying Weng, Yiming Zhang
Curve based Fast Detail Enhancement for Biomedical Images. 337-344 - Stefan Seidlitz, Kris Jürgens, Andrey Makrushin
Generation of Privacy-friendly Datasets of Latent Fingerprint Images using Generative Adversarial Networks. 345-352 - Jigyasa Katrolia, Lars Krämer, Jason R. Rambach, Bruno Mirbach, Didier Stricker
An Adversarial Training based Framework for Depth Domain Adaptation. 353-361 - Francisco Lourenço
Intel RealSense SR305, D415 and L515: Experimental Evaluation and Comparison of Depth Estimation. 362-369 - Tobias Strübing, Fatemeh Ziaeetabar, Florentin Wörgötter:
A Summarized Semantic Structure to Represent Manipulation Actions. 370-379 - Emna Ghodhbani, Mounir Kaaniche, Amel Benazza-Benyahia:
An Effective 3D ResNet Architecture for Stereo Image Retrieval. 380-387 - Thibault Clamens, Georgios Alexakis, Raphaël Duverne, Ralph Seulin, Eric Fauvet, David Fofi:
Real-time Multispectral Image Processing and Registration on 3D Point Cloud for Vineyard Analysis. 388-398 - Zhijie Zheng
Upsampling Attention Network for Single Image Super-resolution. 399-406 - Akul Mehra, Luuk J. Spreeuwers, Nicola Strisciuglio:
Deepfake Detection using Capsule Networks and Long Short-Term Memory Networks. 407-414 - Alexandra Branzan Albu, George Nagy:
Imaging Reality and Abstraction an Exploration of Natural and Symbolic Patterns. 415-422 - Ryoya Kozai, Norio Tagawa, Masasumi Yoshizawa, Takasuke Irie:
Characteristics of Minimum Variance Beamformer for Frequency and Plane-wave Compounding. 423-430 - Chang-Chieh Cheng:
Single-image Background Removal with Entropy Filtering. 431-438 - Jocival Dantas Dias Junior, André R. Backes:
Unsupervised Segmentation of Leukocytes Images using Particle Swarm. 439-446 - Leandro H. F. P. Silva, Jocival D. Dias Jr, Jean Fabrício Batista Santos, João F. Mari, Maurício C. Escarpinati, André R. Backes:
Non-linear Distortion Recognition in UAVs' Images using Deep Learning. 447-454 - Miloud Aqqa, Shishir K. Shah:
CAR-DCGAN: A Deep Convolutional Generative Adversarial Network for Compression Artifact Removal in Video Surveillance Systems. 455-464 - Johannes Wolf, Rico Richter, Jürgen Döllner:
Asset Detection in Railroad Environments using Deep Learning-based Scanline Analysis. 465-470 - Peter A. C. Varley, Stefania Cristina
As Plain as the Nose on Your Face? 471-479 - Mahmoud Z. Khairallah, Fabien Bonardi, David Roussel, Samia Bouchafa:
Data-set for Event-based Optical Flow Evaluation in Robotics Applications. 480-489 - Felipe F. Costa, Priscila T. M. Saito, Pedro Henrique Bugatti
Video Action Classification through Graph Convolutional Networks. 490-497 - Marco Filax, Tim Gonschorek, Frank Ortmeier:
Grocery Recognition in the Wild: A New Mining Strategy for Metric Learning. 498-505 - Jean Fabrício Batista Santos, Jocival Dantas Dias Junior, André Ricardo Backes, Maurício Cunha Escarpinati:
Segmentation of Agricultural Images using Vegetation Indices. 506-511 - Kaoning Hu, Dongeun Lee, Tianyang Wang:
Single Image Super-resolution using Vectorization and Texture Synthesis. 512-519 - Takamasa Ando, Kazuhiro Hotta:
Cell Image Segmentation by Feature Random Enhancement Module. 520-527 - Ana Costa
Embedding Anatomical Characteristics in 3D Models of Lower-limb Sockets through Statistical Shape Modelling. 528-535 - Jacek Trelinski, Bogdan Kwolek
Embedded Features for 1D CNN-based Action Recognition on Depth Maps. 536-543 - Eva Curto
3D Reconstruction of Deformable Objects from RGB-D Cameras: An Omnidirectional Inward-facing Multi-camera System. 544-551 - Peter Neigel
OFFSED: Off-Road Semantic Segmentation Dataset. 552-557 - Melike Ilteralp
Processing Attribute Profiles as Scale-series for Remote Sensing Image Classification. 558-565 - Andreas Brorsson, Carl Brännlund, David Bergström, David Gustafsson:
Rapid Light Flash Localization in SWIR using Compressed Sensing. 566-573 - Hajer Fradi
Multi-layer Feature Fusion and Selection from Convolutional Neural Networks for Texture Classification. 574-581
Applications and Services
- Guillaume Pascal, Andreas Møgelmose
Evaluation of Knee Implant Alignment using Radon Transformation. 587-594 - Dennis Stumpf, Stephan Krauß, Gerd Reis, Oliver Wasenmüller, Didier Stricker
SALT: A Semi-automatic Labeling Tool for RGB-D Video Sequences. 595-603 - Shiwei Li, Mohsen Ardabilian, Abdelmalek Zine
Quantitative Analysis of Skin using Diffuse Reflectance for Non-invasive Pigments Detection. 604-614 - Antònia Alomar
3D Fetal Face Reconstruction from Ultrasound Imaging. 615-624 - Timothy Callemein
Multi-view Real-time 3D Occupancy Map for Machine-patient Collision Avoidance. 627-636 - Matthieu Fradet, Caroline Baillard, Vincent Alleaume, Pierrick Jouet, Anthony Laurent, Tao Luo:
AR-Bot, a Centralized AR-based System for Relocalization and Home Robot Navigation. 637-645 - Maik Benndorf, Maximilian Jugl, Thomas Haenselmann, Martin Gaedke
NAND-measure: An Android App for Marker-based Spatial Measurement. 646-652 - Quoc-Tuan Vien, Tuan T. Nguyen, Huan Xuan Nguyen:
A Lightweight Secure Image Super Resolution using Network Coding. 653-660 - Satya M. Muddamsetty
Multi-level Quality Assessment of Retinal Fundus Images using Deep Convolution Neural Networks. 661-668 - Lucas F. S. Cambuim, Edna Barros:
Supporting Detection of Near and Far Pedestrians in a Collision Prediction System. 669-676 - Artur Leandro da Costa Oliveira, Andre Britto de Carvalho, Daniel Oliveira Dantas:
Faster R-CNN Approach for Diabetic Foot Ulcer Detection. 677-684 - José Elwyslan Maurício de Oliveira, Daniel Oliveira Dantas:
Classification of Normal versus Leukemic Cells with Data Augmentation and Convolutional Neural Networks. VISIGRAPP (4: VISAPP) 2021: 685-692 - Christian Wiede, Roman Seidel, Carolin Wuerich
An User-centred AI-based Assistance System to Encounter Pandemics in Clinical Environments: A Concept Overview. 693-700 - Rasha Alshehhi, Anood Alshehhi:
Quantification of Uncertainty in Brain Tumor Segmentation using Generative Network and Bayesian Active Learning. 701-709 - Yousif Hashisho, Tim Dolereit, Alexandra Segelken-Voigt, Ralf Bochert, Matthias Vahl:
AI-assisted Automated Pipeline for Length Estimation, Visual Assessment of the Digestive Tract and Counting of Shrimp in Aquaculture Production. 710-716 - Unai Elordi
On-demand Serverless Video Surveillance with Optimal Deployment of Deep Neural Networks. 717-723 - Cristian Mercadante, Marco Cipriano, Federico Bolelli, Federico Pollastri, Mattia Di Bartolomeo, Alexandre Anesi, Costantino Grana:
A Cone Beam Computed Tomography Annotation Tool for Automatic Detection of the Inferior Alveolar Nerve Canal. 724-731
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