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Machine Vision and Applications, Volume 33
Volume 33, Number 1, January 2022
- XiuTing You, He Liu, Tao Wang, Songhe Feng, Congyan Lang:
Object detection by crossing relational reasoning based on graph neural network. 1 - Petra Gospodnetic
, Dennis Mosbach, Markus Rauhut, Hans Hagen:
Viewpoint placement for inspection planning. 2 - The Anh Pham
Semantic convolutional features for face detection. 3 - Shunxin Xiao
Graph neural networks in node classification: survey and evaluation. 4 - Dong Wook Shu, Wonbeom Jang, Heebin Yoo, Hong-Chang Shin, Junseok Kwon
Deep-plane sweep generative adversarial network for consistent multi-view depth estimation. 5 - Biswajit Jena
An empirical study of different machine learning techniques for brain tumor classification and subsequent segmentation using hybrid texture feature. 6 - Mallikarjun Anandhalli
Image projection method for vehicle speed estimation model in video system. 7 - Meiling Fang
The overlapping effect and fusion protocols of data augmentation techniques in iris PAD. 8 - Majedaldein Almahasneh, Adeline Paiement, Xianghua Xie
MLMT-CNN for object detection and segmentation in multi-layer and multi-spectral images. 9 - Kuldeep Purohit
Multi-planar geometry and latent image recovery from a single motion-blurred image. 10 - N. Krishna Santosh, Soubhagya Sankar Barpanda:
Wavelet and PCA-based glaucoma classification through novel methodological enhanced retinal images. 11 - Mariana-Iuliana Georgescu, Georgian-Emilian Duta, Radu Tudor Ionescu
Teacher-student training and triplet loss to reduce the effect of drastic face occlusion. 12 - Ning Yang, Yunlong Han, Jun Fang, Weijun Zhong, Anlin Xu:
UP-Net: unique keyPoint description and detection net. 13 - Gaurav Yadav, Dilip Kumar Yadav
Multiple feature-based contrast enhancement of ROI of backlit images. 14 - David Freire-Obregón
Inflated 3D ConvNet context analysis for violence detection. 15 - Federico Vaccaro, Marco Bertini, Tiberio Uricchio
Effective triplet mining improves training of multi-scale pooled CNN for image retrieval. 16 - Watcharin Sarachai
Orchid classification using homogeneous ensemble of small deep convolutional neural network. 17 - Philipp Viertel
Pattern recognition methodologies for pollen grain image classification: a survey. 18 - Francis Jesmar P. Montalbo
Automated diagnosis of diverse coffee leaf images through a stage-wise aggregated triple deep convolutional neural network. 19
Volume 33, Number 2, March 2022
- Lei Liu, Tianhang Tang, Jie Chen, Yiguang Liu
Real-time 3D reconstruction using point-dependent pose graph optimization framework. 20 - Peter Beno, Frantisek Duchon
RGBD mapping solution for low-cost robot. 21 - Rola El Saleh, Samer Chantaf, Amine Naït-Ali:
Identification of facial skin diseases from face phenotypes using FSDNet in uncontrolled environment. 22 - Feiniu Yuan, Yaowen Zhu, Kang Li, Zhijun Fang, Jinting Shi:
An anisotropic non-local attention network for image segmentation. 23 - Trung-Nghia Le
Contextual Guided Segmentation Framework for Semi-supervised Video Instance Segmentation. 24 - Lihua Hu
GMC_FM : a grid and multi-density-based method for matching ancient Chinese architectural images. 25 - Fabiola Becerra-Riera
Demographic attribute estimation in face videos combining local information and quality assessment. 26 - Narinder Singh Punn
RCA-IUnet: a residual cross-spatial attention-guided inception U-Net model for tumor segmentation in breast ultrasound imaging. 27 - Jeng-Lun Shieh, Muhamad Amirul Haq
Utilizing incremental branches on a one-stage object detection framework to avoid catastrophic forgetting. 28 - Zeyu Jiao, Huan Lei, Hengshan Zong, Yingjie Cai, Zhenyu Zhong:
Potential escalator-related injury identification and prevention based on multi-module integrated system for public health. 29 - Qinghua Mao, Yufei Wang
Clarity method of fog and dust image in fully mechanized mining face. 30 - James D. Anderson
Delaunay walk for fast nearest neighbor: accelerating correspondence matching for ICP. 31 - Henry Carrillo
Automatic football video production system with edge processing. 32 - Tianhe Yu
Single image dehazing based on multi-scale segmentation and deep learning. 33 - Fei Wu
Mitigating adversarial perturbations via weakly supervised object location and regions recombination. 34 - Tao Liu
A semi-supervised learning method for surface defect classification of magnetic tiles. 35
Volume 33, Number 3, May 2022
- Daniel C. Asmar
Automated building and evaluation of 2D as-built floor plans. 36 - Zainab Malik
Human action interpretation using convolutional neural network: a survey. 37 - Bima Sena Bayu Dewantara
Estimating human body orientation from image depth data and its implementation. 38 - Abraham Nieva de la Hidalga
Cross-validation of a semantic segmentation network for natural history collection specimens. 39 - Lei Liao, Yu Zhu
FERGCN: facial expression recognition based on graph convolution network. 40 - Rashid Jahangir
Convolutional neural network-based cross-corpus speech emotion recognition with data augmentation and features fusion. 41 - Vladimir Ocegueda-Hernández
A lightweight convolutional neural network for pose estimation of a planar model. 42 - Suli Fan, Taohong Zhang, Xuxu Guo, Ying Zhang, Aziguli Wulamu:
WPC-SS: multi-label wear particle classification based on semantic segmentation. 43 - Mingyi Huang, Jun Wu, Zhiyong Peng, Xuemei Zhao:
High-precision calibration of wide-angle fisheye lens with radial distortion projection ellipse constraint (RDPEC). 44 - Duc Minh Vo, Akihiro Sugimoto:
Paired-D++ GAN for image manipulation with text. 45 - Robin Enrico van Ruitenbeek
Multi-view damage inspection using single-view damage projection. 46 - Chintakindi Balaram Murthy, Mohammad Farukh Hashmi
EfficientLiteDet: a real-time pedestrian and vehicle detection algorithm. 47 - Zezeng Li
Real-World super-resolution under the guidance of optimal transport. 48 - Nicole Dalia Cilia, Tiziana D'Alessandro
Deep transfer learning algorithms applied to synthetic drawing images as a tool for supporting Alzheimer's disease prediction. 49 - Lucas Tabelini Torres
Deep traffic sign detection and recognition without target domain real images. 50 - Ping Shu, Keying Xu, Hua Bao:
Triple attention and global reasoning Siamese networks for visual tracking. 51
Volume 33, Number 4, July 2022
- Junjun Zhu, Qijie Zhao, Junhao Zhu, Anwen Zhou, Hui Shao:
A novel method for 3D knee anatomical landmark localization by combining global and local features. 52 - Jun Gao
Attention-based global context network for driving maneuvers prediction. 53 - Ayman Beghdadi
A comprehensive overview of dynamic visual SLAM and deep learning: concepts, methods and challenges. 54 - Alagesan Bhuvaneswari Ahadit, Ravi Kumar Jatoth:
A novel multi-feature fusion deep neural network using HOG and VGG-Face for facial expression classification. 55 - Tim Houben
Depth estimation from a single SEM image using pixel-wise fine-tuning with multimodal data. 56 - Max Coenen
ConsInstancy: learning instance representations for semi-supervised panoptic segmentation of concrete aggregate particles. 57 - Ali A. Al-Temeemy
The development of ViBe foreground detection algorithm using Lévy flights random update strategy and Kinect laser imaging sensor. 58 - Hengyue Liu
Dynamically throttleable neural networks. 59 - Editor's Note. 60
- João Paulo Lima
3D pedestrian localization using multiple cameras: a generalizable approach. 61 - Ziwei Deng
Hierarchical contrastive adaptation for cross-domain object detection. 62 - Chicheng Liu, Rui Chen, Ken Chen, Jing Xu
Ellipse detection using the edges extracted by deep learning. 63 - Haiyang He, Jing Wang, Xiaolin Li
EAF-Net: an enhancement and aggregation-feedback network for RGB-T salient object detection. 64
Volume 33, Number 5, September 2022
- Vidit Vidit
Attention-based domain adaptation for single-stage detectors. 65 - Jared Rondeau, Douglas Deslauriers, Thomas J. Howard III, Marco Álvarez
A deep learning framework for finding illicit images/videos of children. 66 - Sudhir Yarram
Adversarial structured prediction for domain-adaptive semantic segmentation. 67 - Jiu Liang, Yu Zhang, Jiangbo Xue, Yanda Hu:
Lightweight image super-resolution network using involution. 68 - Chang Wang, Yang Wu, Yi Yu, Jun Qiang Zhao:
Joint patch clustering-based adaptive dictionary and sparse representation for multi-modality image fusion. 69 - Jenny Lerner
Thin section analysis for ceramic petrography using motion analysis and segmentation techniques. 70 - Supatta Viriyavisuthisakul
Parametric regularization loss in super-resolution reconstruction. 71 - Chaoying Tang
Structure-texture decomposition-based dehazing of a single image with large sky area. 72 - Zhengyi Liu
Global-guided cross-reference network for co-salient object detection. 73 - ZhiLong Qi, Donghai Liu
Micro-concrete crack detection of underwater structures based on convolutional neural network. 74 - Kaijun Wu, Yuan Mei
Multi-focus image fusion based on unsupervised learning. 75 - Liu Liu
A global activated feature pyramid network for tiny pest detection in the wild. 76 - Maosheng Zhong, Hao Zhang
BiTransformer: augmenting semantic context in video captioning via bidirectional decoder. 77 - Marek Simoník, Michal Krumnikl
Optimized hand pose estimation CrossInfoNet-based architecture for embedded devices. 78 - Yuming Chen
Two-stream lightweight sign language transformer. 79 - Frederico Damasceno Bortoloti
An annotated image database of building facades categorized into land uses for object detection using deep learning. 80
Volume 33, Number 6, November 2022
- Guoming Chen
Ising granularity image analysis on VAE-GAN. 81 - Honghong Yang
U-shaped spatial-temporal transformer network for 3D human pose estimation. 82 - Kelun Tang
Evolution algorithm of parametric active contour model based on Gaussian smoothing filter. 83 - Rui Li, Hongyu Wang:
Graph convolutional networks and LSTM for first-person multimodal hand action recognition. 84 - Zhijie Tang, Jianda Li, Jingke Huang, Zhanhua Wang, Zhihang Luo:
Multi-scale convolution underwater image restoration network. 85 - Qian Wang, Bo Jin
Kinematic calibration of a hexapod robot based on monocular vision. 86 - Ayoub Jafari Malekabadi
Optimization of stereo vision baseline and effects of canopy structure, pre-processing and imaging parameters for 3D reconstruction of trees. 87 - Aarti Goyal, Toshanlal Meenpal
Family classification and kinship verification from facial images in the wild. 88 - Mijeong Kim, Sanghyeok Chu, Bohyung Han
Beyond homography: nonparametric image alignment via graph convolutional networks. 89 - Cailing Wang
Hyperspectral image classification based on clustering dimensionality reduction and multi-scale feature fusion. 90 - Liantao Wang
Discriminant distance template matching for image recognition. 91 - Limai Jiang, Hui Fan, Jinjiang Li
Multi-level receptive field feature reuse for multi-focus image fusion. 92 - Zhonghao Qin
Welding splash and arc noise reduction imaging model based on computationally efficient pairwise response serving welding process library. 93 - Hsu-Yung Cheng
Improved two-stage image inpainting with perceptual color loss and modified region normalization. 94 - Haritha Thilakarathne
Pose is all you need: the pose only group activity recognition system (POGARS). 95 - Yunxue Shao
MURA-objects: a radioactive bone imaging lesion detection dataset. 96 - Ertugrul Bayraktar
Fast re-OBJ: real-time object re-identification in rigid scenes. 97
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