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Machine Vision and Applications

Issue 1/2021

Content (41 Articles)

Original Paper

Feature-transfer network and local background suppression for microaneurysm detection

Xinpeng Zhang, Jigang Wu, Min Meng, Yifei Sun, Weijun Sun

Original Paper

Automatic camera calibration by landmarks on rigid objects

Vojtěch Bartl, Jakub Špaňhel, Petr Dobeš, Roman Juránek, Adam Herout

Original Paper

A system for the generation of in-car human body pose datasets

João Borges, Sandro Queirós, Bruno Oliveira, Helena Torres, Nelson Rodrigues, Victor Coelho, Johannes Pallauf, José Henrique Brito, José Mendes, Jaime C. Fonseca

Original Paper

A generalizable approach for multi-view 3D human pose regression

Abdolrahim Kadkhodamohammadi, Nicolas Padoy

Original Paper

Crowd flow estimation from calibrated cameras

Igor Almeida, Claudio Jung

Open Access Original Paper

Feature-Driven Viewpoint Placement for Model-Based Surface Inspection

Dennis Mosbach, Petra Gospodnetić, Markus Rauhut, Bernd Hamann, Hans Hagen

Open Access Original Paper

Snapshot hyperspectral imaging using wide dilation networks

Mikko E. Toivonen, Chang Rajani, Arto Klami

Original Paper

Learning an end-to-end spatial grasp generation and refinement algorithm from simulation

Peiyuan Ni, Wenguang Zhang, Xiaoxiao Zhu, Qixin Cao

Original Paper

FSD: feature skyscraper detector for stem end and blossom end of navel orange

Xiaoye Sun, Gongyan Li, Shaoyun Xu

Open Access Original Paper

LS-Net: fast single-shot line-segment detector

Van Nhan Nguyen, Robert Jenssen, Davide Roverso

Original Paper

Enhancing collaborative road scene reconstruction with unsupervised domain alignment

Moritz Venator, Selcuk Aklanoglu, Erich Bruns, Andreas Maier

Special Issue Paper

A five-layer deep convolutional neural network with stochastic pooling for chest CT-based COVID-19 diagnosis

Yu-Dong Zhang, Suresh Chandra Satapathy, Shuaiqi Liu, Guang-Run Li

Original Paper

Hierarchical fusion network for periocular and iris by neural network approximation and sparse autoencoder

Faisal Algashaam, Kien Nguyen, Jasmine Banks, Vinod Chandran, Tuan-Anh Do, Mohamed Alkanhal

Special Issue paper

Adaptive superpixel-based multi-object pedestrian recognition

Tianhe Yu, Chengdong Wang, Xiao Liu, Ming Zhu

Original Paper

Calibrating a profile measurement system for dimensional inspection in rail rolling mills

Álvaro F. Millara, Julio Molleda, Rubén Usamentiaga, Daniel F. García

Original Paper

Vision-based relative pose determination of cooperative spacecraft in neutral buoyancy environment

Guohua Jia, Chaoqing Min, Kedian Wang, Zhanxia Zhu

Original Paper

A pruning method based on the measurement of feature extraction ability

Honggang Wu, Yi Tang, Xiang Zhang

Original Paper

Measurement and inspection of electrical discharge machined steel surfaces using deep neural networks

Jamal Saeedi, Matteo Dotta, Andrea Galli, Adriano Nasciuti, Umang Maradia, Marco Boccadoro, Luca Maria Gambardella, Alessandro Giusti

Special Issue Paper

A weighted feature transfer gan for medical image synthesis

Shuaizhen Yao, Jianhua Tan, Yi Chen, Yanhui Gu

Original Paper

A novel and intelligent vision-based tutor for Yogāsana: e-YogaGuru

Geetanjali Kale, Varsha Patil, Mousami Munot

Original Paper

Hessian-polar context: a descriptor for microfilaria recognition

Faroq AL-Tam, António dos Anjos, Hamid Reza Shahbazkia

Open Access Original Paper

Monocular 3D reconstruction of sail flying shape using passive markers

Luiz Maciel, Ricardo Marroquim, Marcelo Vieira, Kevyn Ribeiro, Alexandre Alho

Original Paper

Online inspection of narrow overlap weld quality using two-stage convolution neural network image recognition

Rui Miao, Zihang Jiang, Qinye Zhou, Yizhou Wu, Yuntian Gao, Jie Zhang, Zhibin Jiang

Original Paper

Inception recurrent convolutional neural network for object recognition

Md Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari

Original Paper

Development of a character CAPTCHA recognition system for the visually impaired community using deep learning

Xiaohui Zhang, Xinhua Liu, Thompson Sarkodie-Gyan, Zhixiong Li

Original Paper

Classification of materials using a pulsed time-of-flight camera

Shinan Lang, Jizhong Zhang, Yiheng Cai, Xiaoqing Zhu, Qiang Wu

Original Paper

A cognitive vision method for the detection of plant disease images

Junde Chen, Jinxiu Chen, Defu Zhang, Y. A. Nanehkaran, Yuandong Sun

Original Paper

Visual localization and servoing for drone use in indoor remote laboratory environment

Fawzi Khattar, Franck Luthon, Benoit Larroque, Fadi Dornaika

Original Paper

Deblur and deep depth from single defocus image

Saeed Anwar, Zeeshan Hayder, Fatih Porikli

Original Paper

A novel approach for ear recognition: learning Mahalanobis distance features from deep CNNs

Ibrahim Omara, Ahmed Hagag, Guangzhi Ma, Fathi E. Abd El-Samie, Enmin Song

Original Paper

Circular coded target system for industrial applications

Jakub Hurník, Aneta Zatočilová, David Paloušek

Original Paper

Reciprocal kernel-based weighted collaborative–competitive representation for robust face recognition

Shuangxi Wang, Hongwei Ge, Jinlong Yang, Yubing Tong, Shuzhi Su

Open Access Original Paper

TriGAN: image-to-image translation for multi-source domain adaptation

Subhankar Roy, Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe, Elisa Ricci

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