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20th ACIVS 2020: Auckland, New Zealand
- Jacques Blanc-Talon, Patrice Delmas, Wilfried Philips
, Dan Popescu, Paul Scheunders:
Advanced Concepts for Intelligent Vision Systems - 20th International Conference, ACIVS 2020, Auckland, New Zealand, February 10-14, 2020, Proceedings. Lecture Notes in Computer Science 12002, Springer 2020, ISBN 978-3-030-40604-2
Deep Learning
- Alvaro Fuentes
Deep Learning-Based Techniques for Plant Diseases Recognition in Real-Field Scenarios. 3-14 - Md Mursalin, Syed Mohammed Shamsul Islam
EpNet: A Deep Neural Network for Ear Detection in 3D Point Clouds. 15-26 - Jozef Mlích
Fire Segmentation in Still Images. 27-37 - Hiba Alqasir
Region Proposal Oriented Approach for Domain Adaptive Object Detection. 38-50 - Adekanmi Adegun
Deep Convolutional Network-Based Framework for Melanoma Lesion Detection and Segmentation. 51-62 - Panagiotis Barmpoutis, Tania Stathaki:
A Novel Framework for Early Fire Detection Using Terrestrial and Aerial 360-Degree Images. 63-74
Biomedical Image Analysis
- Danilo Babin
Segmentation of Phase-Contrast MR Images for Aortic Pulse Wave Velocity Measurements. 77-86 - Azat Garifullin
On the Uncertainty of Retinal Artery-Vein Classification with Dense Fully-Convolutional Neural Networks. 87-98 - Trung Van Pham, Yves Lucas, Sylvie Treuillet, Laurent Debraux:
Object Contour Refinement Using Instance Segmentation in Dental Images. 99-107 - Evelyn Gutierrez
Correction of Temperature Estimated from a Low-Cost Handheld Infrared Camera for Clinical Monitoring. 108-116 - Roman A. Solovyev
Bayesian Feature Pyramid Networks for Automatic Multi-label Segmentation of Chest X-rays and Assessment of Cardio-Thoratic Ratio. 117-130 - Aleksei Tiulpin
Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues Imaged with Micro-computed Tomography. 131-138 - Mohsin Challoob, Yongsheng Gao
Quadratic Tensor Anisotropy Measures for Reliable Curvilinear Pattern Detection. 139-150
Biometrics and Identification
- Rodrigo Bresan, Carlos Beluzo, Tiago J. Carvalho:
Exposing Presentation Attacks by a Combination of Multi-intrinsic Image Properties, Convolutional Networks and Transfer Learning. 153-165 - Maarten Slembrouck
Multiview 3D Markerless Human Pose Estimation from OpenPose Skeletons. 166-178 - Chengjin Lyu
Clip-Level Feature Aggregation: A Key Factor for Video-Based Person Re-identification. 179-191 - Francesco Gibellini, Sebastiaan Higler, Jan Lucas, Migena Luli, Morris Stallmann, Dario Dotti, Stylianos Asteriadis
Towards Approximating Personality Cues Through Simple Daily Activities. 192-204 - Chu-Chien Wei, Li-Huang Tsai, Hsin-Ping Chou, Shih-Chieh Chang:
Person Identification by Walking Gesture Using Skeleton Sequences. 205-214 - Felipe C. Crispim, Tiago F. Vieira
Verifying Kinship from RGB-D Face Data. 215-226 - Dimitrios Kollias
VA-StarGAN: Continuous Affect Generation. 227-238 - Shaaban A. Sahmoud
Fast Iris Segmentation Algorithm for Visible Wavelength Images Based on Multi-color Space. 239-250 - Mohsin Challoob, Yongsheng Gao
A Local Flow Phase Stretch Transform for Robust Retinal Vessel Detection. 251-261 - Sinan Kaplan, Lasse Lensu
Evaluation of Unconditioned Deep Generative Synthesis of Retinal Images. 262-273
Image Analysis
- Thanh Tuan Nguyen, Thanh Phuong Nguyen, Frédéric Bouchara:
Dynamic Texture Representation Based on Hierarchical Local Patterns. 277-289 - Antonio Adán, Juan García, Blanca Quintana
Temporal-Clustering Based Technique for Identifying Thermal Regions in Buildings. 290-301 - Shyam Prasad Adhikari
Distance Weighted Loss for Forest Trail Detection Using Semantic Line. 302-311 - Zoltan Rozsa
Localization of Map Changes by Exploiting SLAM Residuals. 312-324 - Jean-Pierre Lomaliza, Hanhoon Park
Initial Pose Estimation of 3D Object with Severe Occlusion Using Deep Learning. 325-336 - Natsuki Takayama
Automatic Focal Blur Segmentation Based on Difference of Blur Feature Using Theoretical Thresholding and Graphcuts. 337-347 - Dinesh Kumar
Feature Map Augmentation to Improve Rotation Invariance in Convolutional Neural Networks. 348-359 - Yu-Chieh Ting
Automatic Optical Inspection for Millimeter Scale Probe Surface Stripping Defects Using Convolutional Neural Network. 360-369
Image Restauration, Compression and Watermarking
- Karama Abdelhedi, Faten Chaabane, Chokri Ben Amar:
A SVM-Based Zero-Watermarking Technique for 3D Videos Traitor Tracing. 373-383 - Young Ju Choi
Design of Perspective Affine Motion Compensation for Versatile Video Coding (VVC). 384-395 - Roberto Corda, Cristian Perra
Investigation of Coding Standards Performances on Optically Acquired and Synthetic Holograms. 396-407 - Xiaoyu Du, Youshen Xia:
Natural Images Enhancement Using Structure Extraction and Retinex. 408-420 - V. Vishal, Varun Venkatesh, Kshetrimayum Lochan, Neeraj Sharma, Munendra Singh
Unsupervised Desmoking of Laparoscopy Images Using Multi-scale DesmokeNet. 421-432 - Chenguang Liu, Li Tao, Yeong-Taeg Kim:
VLW-Net: A Very Light-Weight Convolutional Neural Network (CNN) for Single Image Dehazing. 433-442 - Panagiotis-Rikarnto Siavelis, Nefeli Lamprinou, Emmanouil Z. Psarakis
An Improved GAN Semantic Image Inpainting. 443-454
Tracking, Mapping and Scene Analysis
- David Arturo Soriano Valdez
CUDA Implementation of a Point Cloud Shape Descriptor Method for Archaeological Studies. 457-466 - Minh Nguyen, Huy Le, Wei Qi Yan:
Red-Green-Blue Augmented Reality Tags for Retail Stores. 467-479 - Trevor Gee, Georgy L. Gimel'farb, Alexander Woodward, Rachel Ababou, Alfonso Gastelum Strozzi
Guided Stereo to Improve Depth Resolution of a Small Baseline Stereo Camera Using an Image Sequence. 480-491 - Grzegorz Kurzejamski
SuperNCN: Neighbourhood Consensus Network for Robust Outdoor Scenes Matching. 492-503 - Taoufik Ben Abdallah, Radhouane Guermazi, Mohamed Hammami:
Using Normal/Abnormal Video Sequence Categorization to Efficient Facial Expression Recognition in the Wild. 504-516 - Nyan Bo Bo, Maarten Slembrouck
Distributed Multi-class Road User Tracking in Multi-camera Network For Smart Traffic Applications. 517-528 - Tuan-Hung Vu, Jacques Boonaert, Sebastien Ambellouis, Abdelmalik Taleb-Ahmed:
Vehicles Tracking by Combining Convolutional Neural Network Based Segmentation and Optical Flow Estimation. 529-540 - Robin Schrijvers, Steven Puttemans, Timothy Callemein
Real-Time Embedded Person Detection and Tracking for Shopping Behaviour Analysis. 541-553 - Penghui Zhao, Haosheng Chen, Yanjie Liang, Yan Yan, Hanzi Wang:
Learning Target-Specific Response Attention for Siamese Network Based Visual Tracking. 554-566
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