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Machine Vision and Applications, Volume 31
Volume 31, Number 1-2, January 2020
- Robert M. Howie
, Jonathan Paxman
Absolute time encoding for temporal super-resolution using de Bruijn coded exposures. 1 - John Atanbori
Towards infield, live plant phenotyping using a reduced-parameter CNN. 2 - Teng Wang
Aerial-DEM geolocalization for GPS-denied UAS navigation. 3 - Kevin Aguilar, Germán H. Alférez
Detection of difficult airway using deep learning. 4 - Christopher J. Holder
Convolutional networks for appearance-based recommendation and visualisation of mascara products. 5 - J. Praveen Kumar
Rosette plant segmentation with leaf count using orthogonal transform and deep convolutional neural network. 6 - Song Yan
Anthropometric clothing measurements from 3D body scans. 7 - Grant Haskins, Uwe Kruger, Pingkun Yan
Deep learning in medical image registration: a survey. 8 - Tawseef Ayoub Shaikh
Transfer learning privileged information fuels CAD diagnosis of breast cancer. 9 - Amir Hossein Farzaneh
Cross-spectral registration of natural images with SIPCFE. 10 - Francesco Verdoja
Graph Laplacian for image anomaly detection. 11 - J. Praveen Kumar
Correction to: Rosette plant segmentation with leaf count using orthogonal transform and deep convolutional neural network. 12
Volume 31, Number 3, March 2020
- Steven Puttemans, Toon Goedemé
Special issue on Advanced Machine Vision. 14 - Sumindar Kaur Saini, Vasudha Bansal, Ravinder Kaur, Mamta Juneja
ColpoNet for automated cervical cancer screening using colposcopy images. 15 - Leonardo Citraro
Real-time camera pose estimation for sports fields. 16 - Gargi Srivastava
User-interactive salient object detection using YOLOv2, lazy snapping, and gabor filters. 17 - Wei Li, Meng Wang
Object detection based on semi-supervised domain adaptation for imbalanced domain resources. 18 - Shigang Liu, Yuhong Wang, Yali Peng, Sujuan Hou, Keyou Zhang, Xiaojun Wu:
Singular value decomposition-based virtual representation for face recognition. 19 - Taranjit Kaur
Deep convolutional neural networks with transfer learning for automated brain image classification. 20 - Kapil O. Gupta
Gradient self-weighting linear collaborative discriminant regression classification for human cognitive states classification. 21
Volume 31, Number 4, May 2020
- Mengxue Wang, Zhenxue Chen
Improved face super-resolution generative adversarial networks. 22 - Tanushri Chakravorty, Guillaume-Alexandre Bilodeau, Éric Granger
Robust face tracking using multiple appearance models and graph relational learning. 23 - Tomás Sixta, Jiahui Cao, Jochen Seebach, Hans Schnittler, Boris Flach
Coupling cell detection and tracking by temporal feedback. 24 - Hanane Allioui
Utilization of a convolutional method for Alzheimer disease diagnosis. 25 - Banafshe Arbab-Zavar, Zoheir A. Sabeur
Multi-scale crowd feature detection using vision sensing and statistical mechanics principles. 26 - Phuc Hong Nguyen, Chang Wook Ahn
Parameter selection framework for stereo correspondence. 27 - Yu Song, Yiquan Wu:
A morphological approach to piecewise constant active contour model incorporated with the geodesic edge term. 28 - Nirmal Sukumaran Nair
On evolutionary computation techniques for multi-view triangulation. 29 - Anastasia Pampouchidou
Automated facial video-based recognition of depression and anxiety symptom severity: cross-corpus validation. 30
Volume 31, Number 5, July 2020
- Jun Sun, Xiaofei He, Minmin Wu, Xiaohong Wu, Jifeng Shen, Bing Lu:
Detection of tomato organs based on convolutional neural network under the overlap and occlusion backgrounds. 31 - Sukhpal Kaur, Himanshu Aggarwal
Hyper-parameter optimization of deep learning model for prediction of Parkinson's disease. 32 - Shengdong Zhang, Fazhi He, Wenqi Ren:
Photo-realistic dehazing via contextual generative adversarial networks. 33 - Mamta Juneja
DC-Gnet for detection of glaucoma in retinal fundus imaging. 34 - Mariusz Marzec
Analysis of microtomographic images in automatic defect localization and detection. 35 - Piyush Doke, Dhiraj Shrivastava, Chichun Pan, Qinghua Zhou, Yu-Dong Zhang
Using CNN with Bayesian optimization to identify cerebral micro-bleeds. 36 - Duc Minh Vo
Two-stream FCNs to balance content and style for style transfer. 37 - Mamta Juneja
GC-NET for classification of glaucoma in the retinal fundus image. 38 - Manal Al Ghamdi
Graph-based topic models for trajectory clustering in crowd videos. 39 - Ozge Yalcinkaya, Eren Golge, Pinar Duygulu:
I-ME: iterative model evolution for learning from weakly labeled images and videos. 40
Volume 31, Number 6, September 2020
- Michael Villamizar
WatchNet++: efficient and accurate depth-based network for detecting people attacks and intrusion. 41 - Massimiliano Mancini
Boosting binary masks for multi-domain learning through affine transformations. 42 - Guohao Yu
Root identification in minirhizotron imagery with multiple instance learning. 43 - Morvarid Karimpour, Shiva Noori Saray, Jafar Tahmoresnezhad
Multi-source domain adaptation for image classification. 44 - Safae El Houfi
Efficient use of recent progresses for Real-time Semantic segmentation. 45 - Yadavendra
A comparative study of breast cancer tumor classification by classical machine learning methods and deep learning method. 46 - Fu-Chen Chen, Mohammad R. Jahanshahi
ARF-Crack: rotation invariant deep fully convolutional network for pixel-level crack detection. 47 - Qida Yu, Guili Xu, Yuehua Cheng:
An efficient and globally optimal method for camera pose estimation using line features. 48 - Wenyuan Li
Semi-supervised learning using adversarial training with good and bad samples. 49 - Guodong Zhu, Zhenxue Chen
3D video semantic segmentation for wildfire smoke. 50 - Jumma Alamghtuf, Fouad Khelifi
Fast and efficient difference of block means code for palmprint recognition. 51 - Mamta Juneja
OCLU-NET for occlusal classification of 3D dental models. 52 - Hanan Farhat
Deep learning applications in pulmonary medical imaging: recent updates and insights on COVID-19. 53 - Blossom Treesa Bastian
Detection and pose estimation of auto-rickshaws from traffic images. 54 - Yongwoo Lee, Hyekyoung Hwang, Jitae Shin
Pedestrian detection using multi-scale squeeze-and-excitation module. 55
Volume 31, Number 7, November 2020
- Ankit Kumar Jaiswal, Rajeev Srivastava
Time-efficient spliced image analysis using higher-order statistics. 56 - Juan Manuel Sáez, Miguel Angel Lozano
An efficient, dense and long-range marker system for the guidance of the visually impaired. 57 - Weiming Wang, Wenhai Liu
GraspFusionNet: a two-stage multi-parameter grasp detection network based on RGB-XYZ fusion in dense clutter. 58 - MohammadReza Mohebbian
Head and camera rotation invariant eye tracking algorithm based on segmented group method of data handling. 59 - Sen Wang, Xing Wu
A neural network ensemble method for effective crack segmentation using fully convolutional networks and multi-scale structured forests. 60 - Xiaoxing Zeng, Xiaojiang Peng, Yali Wang, Yu Qiao:
Finding hard faces with better proposals and classifier. 61 - Viktor Kocur
Detection of 3D bounding boxes of vehicles using perspective transformation for accurate speed measurement. 62 - R. Krithiga, Planisamy Geetha:
Deep learning based breast cancer detection and classification using fuzzy merging techniques. 63 - Zhenyu Liu, Xia Liu, Guifang Duan
A real-time and precise ellipse detector via edge screening and aggregation. 64 - Maria F. S. Andrade, Lucas V. Dias, Valmir Macario, Fabiana F. Lima, Suy F. Hwang, Júlio C. G. Silva, Filipe R. Cordeiro
A study of deep learning approaches for classification and detection chromosomes in metaphase images. 65 - Marina Paolanti
Deep understanding of shopper behaviours and interactions using RGB-D vision. 66 - Antonio Greco
Benchmarking deep network architectures for ethnicity recognition using a new large face dataset. 67 - Yee Cong Kai, Ying Heng Yeo
Impurities detection in edible bird's nest using optical segmentation and image fusion. 68 - Andrey V. Kudryavtsev, Valérian Guelpa
Autocalibration method for scanning electron microscope using affine camera model. 69 - Rui Wang, Jiangwei Tong, Xiangyang Wang
Enhancing feature fusion for human pose estimation. 70 - Luan Casagrande, Luiz Antonio Buschetto Macarini
A new feature extraction process based on SFTA and DWT to enhance classification of ceramic tiles quality. 71 - Zheyi Fan, Jianyuan Yin, Yu Song, Zhiwen Liu:
Real-time and accurate abnormal behavior detection in videos. 72 - Thiago Rateke
Road obstacles positional and dynamic features extraction combining object detection, stereo disparity maps and optical flow data. 73 - Tsorng-Lin Chia, Shu-Yin Chiang
Rapid self-localization of robot based on omnidirectional vision technology. 74
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