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14th VISIGRAPP 2019: Funchal, Portugal - Volume 5: VISAPP
- Alain Trémeau, Giovanni Maria Farinella, José Braz:
Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2019, Volume 5: VISAPP, Prague, Czech Republic, February 25-27, 2019. SciTePress 2019, ISBN 978-989-758-354-4
Invited Speakers
Image and Video Understanding
- Hiroaki Minoura, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi:
Path Predictions using Object Attributes and Semantic Environment. 19-26 - Alaa AlZoubi, David Nam:
Vehicle Activity Recognition using Mapped QTC Trajectories. 27-38 - Xuesong Li, Ngaiming Kwok, José E. Guivant, Karan Narula
, Ruowei Li, Hongkun Wu:
Detection of Imaged Objects with Estimated Scales. 39-47 - Filippos Konidaris, Thanos Tagaris, Maria Sdraka
Generative Adversarial Networks as an Advanced Data Augmentation Technique for MRI Data. 48-59 - Nik Mohd Zarifie Hashim
Next Viewpoint Recommendation by Pose Ambiguity Minimization for Accurate Object Pose Estimation. 60-67 - Younkwan Lee, Jiwon Jun, Yoojin Hong, Moongu Jeon:
Practical License Plate Recognition in Unconstrained Surveillance Systems with Adversarial Super-Resolution. 68-76 - Adel Saleh, Hatem A. Rashwan
FinSeg: Finger Parts Semantic Segmentation using Multi-scale Feature Maps Aggregation of FCN. 77-84 - Pranav Mantini, Shishir K. Shah
Camera Tampering Detection using Generative Reference Model and Deep Learned Features. 85-95 - Miloud Aqqa, Pranav Mantini, Shishir K. Shah
Understanding How Video Quality Affects Object Detection Algorithms. 96-104 - Shunsuke Sakurai, Hideaki Uchiyama, Atsushi Shimada, Rin-Ichiro Taniguchi:
Plant Growth Prediction using Convolutional LSTM. 105-113 - Anderson Carlos Sousa e Santos, Hélio Pedrini:
Spatio-temporal Video Autoencoder for Human Action Recognition. 114-123 - Jalila Filali, Hajer Baazaoui Zghal
Ontology and HMAX Features-based Image Classification using Merged Classifiers. 124-134 - Frederik Hagelskjær
Bayesian Optimization of 3D Feature Parameters for 6D Pose Estimation. 135-142 - Elnaz Jahani Heravi, Hamed H. Aghdam, Domenec Puig:
A Modified Self-training Method for Adapting Domains in the Task of Food Classification. 143-154 - S. Amin Dadgar, Guido Brunnett:
Topolet: From Atomic Hand Posture Structures to a Comprehensive Gesture Set. 157-164 - Hazem Rashed, Senthil Kumar Yogamani, Ahmad El Sallab, Pavel Krízek, Mohamed El-Helw:
Optical Flow Augmented Semantic Segmentation Networks for Automated Driving. 165-172 - Ganesh Sistu, Sumanth Chennupati, Senthil Kumar Yogamani:
Multi-stream CNN based Video Semantic Segmentation for Automated Driving. 173-180 - Clemens-Alexander Brust, Christoph Käding, Joachim Denzler:
Active Learning for Deep Object Detection. 181-190 - Isaac Sanou, Donatello Conte
An Extensible Deep Architecture for Action Recognition Problem. 191-199 - Damien Joubert, Hubert Konik, Frédéric Chausse:
Convolutional Neural Network for Detection and Classification with Event-based Data. 200-208 - Kresimir Besenic, Jörgen Ahlberg, Igor S. Pandzic:
Unsupervised Facial Biometric Data Filtering for Age and Gender Estimation. 209-217 - Melani Sanchez-Garcia, Ruben Martinez-Cantin
Indoor Scenes Understanding for Visual Prosthesis with Fully Convolutional Networks. 218-225 - Hatem Belhassen, Heng Zhang, Virginie Fresse, El-Bay Bourennane:
Improving Video Object Detection by Seq-Bbox Matching. 226-233 - Du-Ming Tsai, Morris S. K. Fan, Yi-Quan Huang, Wei-Yao Chiu:
Saw-Mark Defect Detection in Heterogeneous Solar Wafer Images using GAN-based Training Samples Generation and CNN Classification. 234-240 - Jingting Li, Catherine Soladié, Renaud Séguier:
A Survey on Databases for Facial Micro-Expression Analysis. 241-248 - Andrea Coifman, Péter Rohoska, Miklas S. Kristoffersen
Subjective Annotations for Vision-based Attention Level Estimation. 249-256 - Viktor Seib, Nick Theisen, Dietrich Paulus:
Boosting 3D Shape Classification with Global Verification and Redundancy-free Codebooks. 257-264 - Ryo Matsui, Takayoshi Yamashita, Hironobu Fujiyoshi:
Simultaneous Estimation of Facial Landmark and Attributes with Separation Multi-task Networks. 265-272 - Sayaka Yamaguchi, Masashi Nishiyama, Yoshio Iwai
Weighted Random Forest using Gaze Distributions Measured from Observers for Gender Classification. 273-280 - Nelson Rodrigues
Top-Down Human Pose Estimation with Depth Images and Domain Adaptation. 281-288 - Nhu-Van Nguyen
Semi-supervised Object Detection with Unlabeled Data. 289-296 - Jacek Komorowski
DeepBall: Deep Neural-Network Ball Detector. 297-304 - Santi A. Orlando, Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella:
Image Based Localization with Simulated Egocentric Navigations. 305-312 - Taiki Yamamoto, Fumito Shinmura, Daisuke Deguchi
Pedestrian Intensive Scanning for Active-scan LIDAR. 313-320 - Nada Hammami, Ala Mhalla, Alexis Landrault:
Domain Adaptation for Pedestrian DCNN Detector toward a Specific Scene and an Embedded Platform. 321-327 - Marc Blanchon, Olivier Morel, Yifei Zhang, Ralph Seulin, Nathan Crombez, Désiré Sidibé
Outdoor Scenes Pixel-wise Semantic Segmentation using Polarimetry and Fully Convolutional Network. 328-335 - Yifei Zhang, Olivier Morel, Marc Blanchon, Ralph Seulin, Mojdeh Rastgoo, Désiré Sidibé
Exploration of Deep Learning-based Multimodal Fusion for Semantic Road Scene Segmentation. 336-343 - Dinh Cong Nguyen, Mathieu Delalandre, Donatello Conte
Performance Evaluation of Real-time and Scale-invariant LoG Operators for Text Detection. 344-353 - Saddam Abdulwahab, Hatem A. Rashwan
Effective 2D/3D Registration using Curvilinear Saliency Features and Multi-Class SVM. 354-361 - Mikaël Jacquemont, Luca Antiga, Thomas Vuillaume, Giorgia Silvestri, Alexandre Benoît, Patrick Lambert, Gilles Maurin:
Indexed Operations for Non-rectangular Lattices Applied to Convolutional Neural Networks. 362-371 - Paul Bergmann
Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders. 372-380 - Francesco Ragusa
Egocentric Point of Interest Recognition in Cultural Sites. 381-392 - Arindam Das, Saranya Kandan, Senthil Kumar Yogamani, Pavel Krízek:
Design of Real-time Semantic Segmentation Decoder for Automated Driving. 393-400 - George Galanakis, Xenophon Zabulis
Novelty Detection for Person Re-identification in an Open World. 401-411 - Yan Kong, Fuzhang Wu, Feiyue Huang, Yanjun Wu:
ID-Softmax: A Softmax-like Loss for ID Face Recognition. 412-419 - Saima Nazir, Yu Qian, Muhammad Haroon Yousaf, Sergio A. Velastin, Ebroul Izquierdo, Eduard Vazquez:
Human Action Recognition using Multi-Kernel Learning for Temporal Residual Network. 420-426 - Guifeng Li, Jingang Shi, Jinye Peng, Guoying Zhao:
Micro-expression Recognition Under Low-resolution Cases. 427-434 - Masashi Hontani, Haruya Kyutoku, David Wong, Daisuke Deguchi
Hard Negative Mining from in-Vehicle Camera Images based on Multiple Observations of Background Patterns. 435-442 - Donghwuy Ko, Jongmin Yu, Ahmad Muqeem Sheri, Moongu Jeon:
Unconstrained Face Verification and Open-World Person Re-identification via Densely-connected Convolution Neural Network. 443-449 - Andre da Silva Abade, Ana Paula G. S. de Almeida, Flavio de Barros Vidal:
Plant Diseases Recognition from Digital Images using Multichannel Convolutional Neural Networks. 450-458 - Chloe Eunhyang Kim, Mahdi Maktab Dar Oghaz
A Comparison of Embedded Deep Learning Methods for Person Detection. 459-465 - Akira Sekizawa, Katsuto Nakajima:
Context-aware Training Image Synthesis for Traffic Sign Recognition. 466-473 - Roman Seidel, André Apitzsch
Improved Person Detection on Omnidirectional Images with Non-maxima Supression. 474-481 - Seán Bruton, Gerard Lacey:
Recognising Actions for Instructional Training using Pose Information: A Comparative Evaluation. 482-489 - Lea Müller, Maha Shadaydeh, Martin Thümmel, Thomas Kessler, Dana Schneider, Joachim Denzler:
Causal Inference in Nonverbal Dyadic Communication with Relevant Interval Selection and Granger Causality. 490-497 - Vojtech Cvrcek, Radim Sára
Detection and Certification of Faint Streaks in Astronomical Images. 498-509 - Nesrine Grati, Achraf Ben-Hamadou, Mohamed Hammami:
Discriminant Patch Representation for RGB-D Face Recognition using Convolutional Neural Networks. 510-516 - Claire Meymandi-Nejad, Salwa El Kaddaoui, Michel Devy, Ariane Herbulot:
Lane Detection and Scene Interpretation by Particle Filter in Airport Areas. 517-524 - Xinwei Zhao, Haichang Li, Rui Wang, Changwen Zheng, Song Shi:
Street-view Change Detection via Siamese Encoder-decoder Structured Convolutional Neural Networks. 525-532 - Mina Basirat, Peter M. Roth:
Learning Task-specific Activation Functions using Genetic Programming. 533-540 - Yasuyo Kita, Nobuyuki Kita:
Virtual Flattening of a Clothing Surface by Integrating Geodesic Distances from Different Three-dimensional Views. 541-547 - Sambit Mohapatra, Heinrich Gotzig, Senthil Kumar Yogamani, Stefan Milz, Raoul Zöllner:
Exploring Deep Spiking Neural Networks for Automated Driving Applications. 548-555 - Filippo L. M. Milotta, Antonino Furnari, Sebastiano Battiato, Maria De Salvo, Giovanni Signorello, Giovanni Maria Farinella:
Visitors Localization in Natural Sites Exploiting EgoVision and GPS. 556-563 - Victor Talpaert, Ibrahim Sobh, B. Ravi Kiran, Patrick Mannion, Senthil Kumar Yogamani, Ahmad El Sallab, Patrick Pérez:
Exploring Applications of Deep Reinforcement Learning for Real-world Autonomous Driving Systems. 564-572 - Enjie Ghorbel, Konstantinos Papadopoulos, Renato Baptista
A View-invariant Framework for Fast Skeleton-based Action Recognition using a Single RGB Camera. 573-582 - Reham Abobeah, Marwan Torki, Amin A. Shoukry, Jiro Katto:
Bi-Directional Attention Flow for Video Alignment. 583-589 - Philippe Pérez de San Roman, Pascal Desbarats, Jean-Philippe Domenger, Axel Buendia:
Limitations of Metric Loss for the Estimation of Joint Translation and Rotation. 590-597 - Oliver Lorenz, Ulrike Thomas:
Real Time Eye Gaze Tracking System using CNN-based Facial Features for Human Attention Measurement. 598-606 - Shuichi Akizuki, Manabu Hashimoto:
Semi-automatic Training Data Generation for Semantic Segmentation using 6DoF Pose Estimation. 607-613 - Thorsten Wilhelm, René Grzeszick, Gernot A. Fink, Christian Wöhler:
Unsupervised Learning of Scene Categories on the Lunar Surface. 614-621 - Tekla Toth, Levente Hajder:
Robust Fitting of Geometric Primitives on LiDAR Data. 622-629 - Timothy Callemein
How Low Can You Go? Privacy-preserving People Detection with an Omni-directional Camera. 630-637 - Mateusz Knapik, Boguslaw Cyganek
Comparison of Sparse Image Descriptors for Eyes Detection in Thermal Images. 638-644 - Sumanth Chennupati, Ganesh Sistu, Senthil Kumar Yogamani, Samir A. Rawashdeh:
AuxNet: Auxiliary Tasks Enhanced Semantic Segmentation for Automated Driving. 645-652 - Michal Uricár, David Hurych, Pavel Krízek, Senthil Kumar Yogamani:
Challenges in Designing Datasets and Validation for Autonomous Driving. 653-659 - Moumen T. El-Melegy, Hesham A. M. Haridi
Optimal Score Fusion via a Shallow Neural Network to Improve the Performance of Classical Open Source Face Detectors. 660-667
Motion, Tracking and Stereo Vision
- Chengyuan Lin, Voicu Popescu:
Subpixel Catadioptric Modeling of High Resolution Corneal Reflections. 673-683 - Matthew Moynihan
Spatio-temporal Upsampling for Free Viewpoint Video Point Clouds. 684-692 - Amani Elaoud, Walid Barhoumi
Weighted Linear Combination of Distances within Two Manifolds for 3D Human Action Recognition. 693-703 - Zoltán Pusztai, Levente Hajder:
Quantitative Affine Feature Detector Comparison based on Real-World Images Taken by a Quadcopter. 704-715 - Thomas Schnürer, Stefan Fuchs, Markus Eisenbach
Real-time 3D Pose Estimation from Single Depth Images. 716-724 - Gianmarco Addari, Jean-Yves Guillemaut:
An MRF Optimisation Framework for Full 3D Helmholtz Stereopsis. 725-736 - Georges Younes, Daniel C. Asmar
FDMO: Feature Assisted Direct Monocular Odometry. 737-747 - Nicklas H. Christensen, Frederik Falk, Oliver G. Hjermitslev, Rikke Gade:
Assessing Sequential Monoscopic Images for Height Estimation of Fixed-Wing Drones. 751-759 - Marco Fanfani, Carlo Colombo:
Structural Change Detection by Direct 3D Model Comparison. 760-767 - Olfa Haggui, Claude Tadonki, Fatma Sayadi
Efficient GPU Implementation of Lucas-Kanade through OpenACC. 768-775 - Taha Alhersh
Unsupervised Fine-tuning of Optical Flow for Better Motion Boundary Estimation. 776-783 - Hauke Brunken, Clemens Gühmann:
Incorporating Plane-Sweep in Convolutional Neural Network Stereo Imaging for Road Surface Reconstruction. 784-791 - Tewodros Habtegebrial, Kiran Varanasi, Christian Bailer, Didier Stricker:
Fast View Synthesis with Deep Stereo Vision. 792-799 - Zhuohao Liu, Changyu Diao, Wei Xing, Dongming Lu:
Critical Parameter Consensus for Efficient Distributed Bundle Adjustment. 800-807 - Christian Hofmann, Florian Particke, Markus Hiller
Object Detection, Classification and Localization by Infrastructural Stereo Cameras. 808-815 - Adam Kalisz, Florian Particke, Dominik Penk, Markus Hiller, Jörn Thielecke:
B-SLAM-SIM: A Novel Approach to Evaluate the Fusion of Visual SLAM and GPS by Example of Direct Sparse Odometry and Blender. 816-823 - Bruce Canovas, Michèle Rombaut, Amaury Nègre, Serge Olympieff, Denis Pellerin:
A Coarse and Relevant 3D Representation for Fast and Lightweight RGB-D Mapping. 824-831 - Bruno G. C. Lima, Givanildo L. N. Júnior, Lucas Amaral, Thales Vieira
Real-time Hand Pose Tracking and Classification for Natural Human-Robot Control. 832-839 - Antoine Billy, Sébastien Pouteau, Pascal Desbarats, Serge Chaumette, Jean-Philippe Domenger:
Adaptive SLAM with Synthetic Stereo Dataset Generation for Real-time Dense 3D Reconstruction. 840-848 - Jagadeesh Kumar Mandapalli, Gorthi Sai Siva, Rama Krishna Sai Subrahmanyam Gorthi, Subrahmanyam Gorthi:
Circular Fringe Projection Method for 3D Profiling of High Dynamic Range Objects. 849-856 - Omar Zenteno
3D Cylinder Pose Estimation by Maximization of Binary Masks Similarity: A simulation Study for Multispectral Endoscopy Image Registration. 857-864 - Chaima El Asmi, Sébastien Roy:
Subpixel Unsynchronized Unstructured Light. 865-875 - Weibin Qiu, Yao Yu, Yu Zhou, Sidan Du:
Fine-grained 3D Face Reconstruction from a Single Image using Illumination Priors. 876-883 - Ivan A. Nikolov
Performance Characterization of Absolute Scale Computation for 3D Structure from Motion Reconstruction. 884-891 - Aniss Zebiri, Dominique Béréziat
Rain Nowcasting from Multiscale Radar Images. 892-900 - Akira Furukawa, Fumihiko Sakaue, Jun Sato:
Natural Stereo Camera Array using Waterdrops for Single Shot 3D Reconstruction. 901-907 - Christian Wiede, Julia Richter, Gangolf Hirtz:
Contact-less Vital Parameter Determination: An e-Health Solution for Elderly Care. 908-915
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