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Machine Vision and Applications, Volume 32
Volume 32, Number 1, February 2021
- Xinpeng Zhang
, Jigang Wu, Min Meng, Yifei Sun, Weijun Sun:
Feature-transfer network and local background suppression for microaneurysm detection. 1 - Vojtech Bartl
Automatic camera calibration by landmarks on rigid objects. 2 - Vishal M. Chudasama, Kishor P. Upla
RSRGAN: computationally efficient real-world single image super-resolution using generative adversarial network. 3 - João Borges
A system for the generation of in-car human body pose datasets. 4 - Navid Nikbakhsh, Yasser Baleghi
A novel approach for unsupervised image segmentation fusion of plant leaves based on G-mutual information. 5 - Abdolrahim Kadkhodamohammadi
A generalizable approach for multi-view 3D human pose regression. 6 - Igor Rodrigues de Almeida, Cláudio R. Jung:
Crowd flow estimation from calibrated cameras. 7 - Dennis Mosbach
Feature-Driven Viewpoint Placement for Model-Based Surface Inspection. 8 - Mikko E. Toivonen
Snapshot hyperspectral imaging using wide dilation networks. 9 - Peiyuan Ni
Learning an end-to-end spatial grasp generation and refinement algorithm from simulation. 10 - Xiaoye Sun
FSD: feature skyscraper detector for stem end and blossom end of navel orange. 11 - Van Nhan Nguyen
LS-Net: fast single-shot line-segment detector. 12 - Moritz Venator
Enhancing collaborative road scene reconstruction with unsupervised domain alignment. 13 - Yu-Dong Zhang
A five-layer deep convolutional neural network with stochastic pooling for chest CT-based COVID-19 diagnosis. 14 - Faisal AlGashaam, Kien Nguyen
Hierarchical fusion network for periocular and iris by neural network approximation and sparse autoencoder. 15 - Tianhe Yu, Chengdong Wang, Xiao Liu, Ming Zhu:
Adaptive superpixel-based multi-object pedestrian recognition. 16 - Alvaro F. Millara
Calibrating a profile measurement system for dimensional inspection in rail rolling mills. 17 - Laisha Wadhwa, Snehasis Mukherjee
Learnable spatiotemporal feature pyramid for prediction of future optical flow in videos. 18 - Guohua Jia, Chaoqing Min, Kedian Wang
Vision-based relative pose determination of cooperative spacecraft in neutral buoyancy environment. 19 - Honggang Wu, Yi Tang, Xiang Zhang
A pruning method based on the measurement of feature extraction ability. 20 - Jamal Saeedi
Measurement and inspection of electrical discharge machined steel surfaces using deep neural networks. 21 - Shuaizhen Yao, Jianhua Tan, Yi Chen
A weighted feature transfer gan for medical image synthesis. 22 - Geetanjali Kale
A novel and intelligent vision-based tutor for Yogāsana: e-YogaGuru. 23 - Himanshu Purohit, Pawan K. Ajmera:
Optimal feature level fusion for secured human authentication in multimodal biometric system. 24 - Faroq Al-Tam
Hessian-polar context: a descriptor for microfilaria recognition. 25 - Luiz Maurilio Maciel, Ricardo Marroquim
Monocular 3D reconstruction of sail flying shape using passive markers. 26 - Rui Miao
Online inspection of narrow overlap weld quality using two-stage convolution neural network image recognition. 27 - Md. Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari:
Inception recurrent convolutional neural network for object recognition. 28 - Xiaohui Zhang, Xinhua Liu, Thompson Sarkodie-Gyan, Zhixiong Li
Development of a character CAPTCHA recognition system for the visually impaired community using deep learning. 29 - Shinan Lang, Jizhong Zhang, Yiheng Cai, Xiaoqing Zhu
Classification of materials using a pulsed time-of-flight camera. 30 - Junde Chen
A cognitive vision method for the detection of plant disease images. 31 - Fawzi Khattar
Visual localization and servoing for drone use in indoor remote laboratory environment. 32 - Reza Aghayan:
Numerical joint invariant level set formulation with unique image segmentation result. 33 - Saeed Anwar
Deblur and deep depth from single defocus image. 34 - Mehmet Koç
A novel partition selection method for modular face recognition approaches on occlusion problem. 35 - Mohammad Reza Mohammadi
Deep multiple instance learning for airplane detection in high-resolution imagery. 36 - Zhenghang Wu
Edge missing image inpainting with compression-decompression network in low similarity images. 37 - Ibrahim Omara
A novel approach for ear recognition: learning Mahalanobis distance features from deep CNNs. 38 - Jakub Hurník
Circular coded target system for industrial applications. 39 - Shuangxi Wang, Hongwei Ge, Jinlong Yang, Yubing Tong, Shuzhi Su:
Reciprocal kernel-based weighted collaborative-competitive representation for robust face recognition. 40 - Subhankar Roy
TriGAN: image-to-image translation for multi-source domain adaptation. 41 - Juan Irving Vasquez-Gomez
Next-best-view regression using a 3D convolutional neural network. 42
Volume 32, Number 2, March 2021
- Dongyao Jia, Chuanwang Zhang
Crowd density classification method based on pixels and texture features. 43 - Siqi Zhou, Yufeng Bi, Xu Wei, Jiachen Liu, Zixin Ye, Feng Li, Yuchuan Du:
Automated detection and classification of spilled loads on freeways based on improved YOLO network. 44 - Xinghe Yan, Zhenxue Chen
3MNet: Multi-task, multi-level and multi-channel feature aggregation network for salient object detection. 45 - Xiao Ke
Lightweight convolutional neural network-based pedestrian detection and re-identification in multiple scenarios. 46 - Mehrdad Shoeiby
Multi-FAN: multi-spectral mosaic super-resolution via multi-scale feature aggregation network. 47 - Suthum Keerativittayanun
Two-layer pyramid-based blending method for exposure fusion. 48 - Amir Erfan Eshratifar
Coarse2Fine: a two-stage training method for fine-grained visual classification. 49 - Yiqiang Chen, Stefan Duffner
List-wise learning-to-rank with convolutional neural networks for person re-identification. 50 - Maohua Xiao
Research on defect detection method of powder metallurgy gear based on machine vision. 51 - Shikha Gupta, Aroor Dinesh Dileep, Veena Thenkanidiyoor:
Recognition of varying size scene images using semantic analysis of deep activation maps. 52
Volume 32, Number 3, May 2021
- Xiaoxia Xing
3DTDesc: learning local features using 2D and 3D cues. 53 - Kyuewang Lee, Hyung Jin Chang
Motion-aware ensemble of three-mode trackers for unmanned aerial vehicles. 54 - Mohammad Anbari, Ali M. Fotouhi
Finger knuckle print recognition for personal authentication based on relaxed local ternary pattern in an effective learning framework. 55 - Bikash Santra
An end-to-end annotation-free machine vision system for detection of products on the rack. 56 - Heyfa Ammar
DeepROD: a deep learning approach for real-time and online detection of a panic behavior in human crowds. 57 - Angeliki D. Theodosi
Design of a hybrid deep learning system for discriminating between low- and high-grade colorectal cancer lesions, using microscopy images of IHC stained for AIB1 expression biopsy material. 58 - Zhenxi Li, Guillaume-Alexandre Bilodeau
Multiple convolutional features in Siamese networks for object tracking. 59 - Yongzhong Fu
Automatic detection of multi-crossing crack defects in multi-crystalline solar cells based on machine vision. 60 - Zhuo-Ming Du, Hong-An Li
In color constancy: data mattered more than network. 61 - Akshay Bhola
DCNet: Dark Channel Network for single-image dehazing. 62 - Bharathkumar Ramachandra
Perceptual metric learning for video anomaly detection. 63 - Chengtao Cai, Haiyang Meng
Water-air imaging: distorted image reconstruction based on a twice registration algorithm. 64 - Yue Zhang, Zhenfang Liu, Min Huang, Qibing Zhu, Bao Yang:
Multi-resolution depth image restoration. 65 - Ting-Chen Tsan, Teng-Fu Shih
TsanKit: artificial intelligence for solder ball head-in-pillow defect inspection. 66 - Xingyu Zhou
A data independent approach to generate adversarial patches. 67 - Xiaoxia Xing
Correction to: 3DTDesc: learning local features using 2D and 3D cues. 68 - Manoj Kumar Sharma
Local instance and context dictionary-based detection and localization of abnormalities. 69 - Kyung Min Han
Robust and efficient object reconstructions from closed loop sequences. 70 - Amir Ghahremani
Maritime vessel re-identification: novel VR-VCA dataset and a multi-branch architecture MVR-net. 71 - Domingo Mery
Aluminum Casting Inspection using Deep Object Detection Methods and Simulated Ellipsoidal Defects. 72 - Ferhat Ucar
A novel ship classification network with cascade deep features for line-of-sight sea data. 73 - Xiabi Liu, Xin Duan:
Automatic image co-segmentation: a survey. 74 - Dimitrios Bellos
A stacked dense denoising-segmentation network for undersampled tomograms and knowledge transfer using synthetic tomograms. 75 - Vahid Khorasani Ghassab
Plug-and-Play video reconstruction using sparse 3D transform-domain block matching. 76
Volume 32, Number 4, July 2021
- Zhenfeng Xue
Rock segmentation visual system for assisting driving in TBM construction. 77 - Gabriel Lins Tenório
Automatic visual estimation of tomato cluster maturity in plant rows. 78 - Ritesh Maurya
Computer-aided automatic detection of acrylamide in deep-fried carbohydrate-rich food items using deep learning. 79 - Sungmin Cho, Junseok Kwon
Abnormal event detection by variation matching. 80 - Jiaxin Peng
A compressed matrix sequence method for solving normal equations of bundle adjustment. 81 - Evangelia Pantraki
Face aging using global and pyramid generative adversarial networks. 82 - Peng Yao, Jieqing Feng
Ensemble learning with advanced fast image filtering features for semi-global matching. 83 - Sergiu Deitsch
Segmentation of photovoltaic module cells in uncalibrated electroluminescence images. 84 - Mayssa Frikha, Emna Fendri
Multi-shot person re-identification based on appearance and spatial-temporal cues in a large camera network. 85 - Fangfang Dong
Multiplicative noise removal and blind inpainting of ultrasound images based on a new variational framework. 86 - Diksha Aswal, Priya Shukla
Designing effective power law-based loss function for faster and better bounding box regression. 87 - Wahengbam Kanan Kumar
Enhanced machine perception by a scalable fusion of RGB-NIR image pairs in diverse exposure environments. 88 - Chabane Mohamed
Adaptive fast scale estimation, with accurate online model update based on kernelized correlation filter. 89 - Luigi D'Alfonso
Camera and inertial sensor fusion for the PnP problem: algorithms and experimental results. 90 - Mighty Abra Ayidzoe
Gabor capsule network with preprocessing blocks for the recognition of complex images. 91 - Zhiguo Dong, Xiaobo Wu, Zhipeng Ma:
Research on 3D model reconstruction based on a sequence of cross-sectional images. 92 - Hoon Kim, Kangwook Lee, Gyeongjo Hwang, Changho Suh
Predicting vehicle collisions using data collected from video games. 93 - Jiaxin Peng
Correction to: A compressed matrix sequence method for solving normal equations of bundle adjustment. 94 - Amir HajiRassouliha
The effect of camera settings on image noise and accuracy of subpixel image registration. 95 - Jiaming Li, Nian Cai
IC solder joint inspection via generator-adversarial-network based template. 96 - Jiaqi Zhu, Pengxiang Ouyang, Ran Tao, Xin Chen, Jing Wang, Shu Zhan
FAE-GAN: facial attribute editing with multi-scale attention normalization. 97 - Povilas Gudzius
Deep learning-based object recognition in multispectral satellite imagery for real-time applications. 98 - Heena Patel
An unsupervised approach for thermal to visible image translation using autoencoder and generative adversarial network. 99 - Xiaoben Jiang
Images denoising for COVID-19 chest X-ray based on multi-resolution parallel residual CNN. 100 - Om Prakash Singh
A robust information hiding algorithm based on lossless encryption and NSCT-HD-SVD. 101 - Weitao Tang, Corey M. Vian, Ziyang Tang
Anomaly detection of core failures in die casting X-ray inspection images using a convolutional autoencoder. 102 - Rodolfo Migon Favaretto
Cultural behaviors analysis in video sequences. 103 - Xi Chen, Hongdong Zhao, Dongxu Yang, Yueyuan Li, Qing Kang, Haiyan Lu:
SA-SinGAN: self-attention for single-image generation adversarial networks. 104
Volume 32, Number 5, September 2021
- Arnaud Flori, Hamouche Oulhadj, Patrick Siarry:
Metaheuristics for the positioning of 3D objects based on image analysis of complementary 2D photographs. 105 - Andrea F. Abate, Paola Barra
Partitioned iterated function systems by regression models for head pose estimation. 106 - Ke Liu
Dual-purpose method for de-hazing and enhancement of underwater and low-light images. 107 - Kang Yin
ST-CSNN: a novel method for vehicle counting. 108 - Marichelo Garcia-Venegas, Diego Alberto Mercado-Ravell
On the safety of vulnerable road users by cyclist detection and tracking. 109 - Tao Zhou, Chen Li, Xuan Zeng, Yuhang Zhao:
Sparse representation with enhanced nonlocal self-similarity for image denoising. 110 - Pengzhou Tang
Image dataset creation and networks improvement method based on CAD model and edge operator for object detection in the manufacturing industry. 111 - Murray Evans
Automatic high fidelity foot contact location and timing for elite sprinting. 112 - Muhammad Raees
LPI: learn postures for interactions. 113
Volume 32, Number 6, November 2021
- Abdelhamid Zaïdi
Accurate IoU computation for rotated bounding boxes in ${\mathbb {R}}^2$ and ${\mathbb {R}}^3$. 114 - Dahim Choi, Wonjin Kim, Jiyeon Lee, Mina Han, Jongduk Baek, Jang-Hwan Choi
Integration of 2D iteration and a 3D CNN-based model for multi-type artifact suppression in C-arm cone-beam CT. 116 - M. J. Augustin
Detection of inclusion by using 3D laser scanner in composite prepreg manufacturing technique using convolutional neural networks. 117 - David Honzátko
Defect segmentation for multi-illumination quality control systems. 118 - Hai-Xia Xu
FPANet: Feature-enhanced position attention network for semantic segmentation. 119 - Kyungmin Song, Han-Soo Choi, Myungjoo Kang:
Squeezed fire binary segmentation model using convolutional neural network for outdoor images on embedded device. 120 - Said Yacine Boulahia
Early, intermediate and late fusion strategies for robust deep learning-based multimodal action recognition. 121 - Shangdong Zhu
Semi-supervised learning for person re-identification based on style-transfer-generated data by CycleGANs. 122 - Gui-Fu Lu
Multi-view subspace clustering with Kronecker-basis-representation-based tensor sparsity measure. 123 - Shaoyi Li
BPFD-Net: enhanced dehazing model based on Pix2pix framework for single image. 124 - Fan Wang, Guohua Peng:
Saliency detection based on color descriptor and high-level prior. 125 - Shaik Nagur Shareef
Lesion-aware attention with neural support vector machine for retinopathy diagnosis. 126
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