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Machine Vision and Applications

Ausgabe 4/2023

Inhalt (25 Artikel)

Original Paper

Crowded pose-guided multi-task learning for instance-level human parsing

Yong Wei, Li Liu, Xiaodong Fu, LiJun Liu, Wei Peng

Open Access Original Paper

Multimodal dance style transfer

Wenjie Yin, Hang Yin, Kim Baraka, Danica Kragic, Mårten Björkman

Original Paper

VGT-MOT: visibility-guided tracking for online multiple-object tracking

Shuai Wang, Wei-Xi Li, Lu Wang, Li-Sheng Xu, Qing-Xu Deng

Original Paper

X-Align++: cross-modal cross-view alignment for Bird’s-eye-view segmentation

Shubhankar Borse, Marvin Klingner, Varun Ravi, Hong Cai, Abdulaziz Almuzairee, Senthil Yogamani, Fatih Porikli

Original Paper

WideCaps: a wide attention-based capsule network for image classification

S. J. Pawan, Rishi Sharma, Hemanth Reddy, M. Vani, Jeny Rajan

Open Access Original Paper

The general framework for few-shot learning by kernel HyperNetworks

Marcin Sendera, Marcin Przewiȩźlikowski, Jan Miksa, Mateusz Rajski, Konrad Karanowski, Maciej Ziȩba, Jacek Tabor, Przemysław Spurek

ORIGINAL PAPER

Efficient abnormality detection using patch-based 3D convolution with recurrent model

M. L. Sworna Kokila, V. Bibin Christopher, R. Isaac Sajan, T. S. Akhila, M. Joselin Kavitha

Original Paper

Joint self-supervised learning and adversarial adaptation for monocular depth estimation from thermal image

Ukcheol Shin, Kwanyong Park, Kyunghyun Lee, Byeong-Uk Lee, In So Kweon

Original Paper

Foreground enhancement network for object detection in sonar images

Chao Yang, Yongpeng Li, Longyu Jiang, Jianxing Huang

Original Paper

Shape description losses for medical image segmentation

Xi Fang, Xuanang Xu, James J. Xia, Thomas Sanford, Baris Turkbey, Sheng Xu, Bradford J. Wood, Pingkun Yan

Original Paper

Text-driven object affordance for guiding grasp-type recognition in multimodal robot teaching

Naoki Wake, Daichi Saito, Kazuhiro Sasabuchi, Hideki Koike, Katsushi Ikeuchi

Original Paper

Siamese tracker with temporal information based on transformer-like feature fusion mechanism

Yuexiang Shi, Ziping Wu, Yangzhuo Chen, Jinlong Dong

Open Access Original Paper

Automatic apraxia detection using deep convolutional neural networks and similarity methods

Cristina Vicedo, Alicia Nieto-Reyes, Santos Bringas, Rafael Duque, Carmen Lage, José Luis Montaña

Original Paper

Parametric loss-based super-resolution for scene text recognition

Supatta Viriyavisuthisakul, Parinya Sanguansat, Teeradaj Racharak, Minh Le Nguyen, Natsuda Kaothanthong, Choochart Haruechaiyasak, Toshihiko Yamasaki

Original Paper

Using synthesized facial views for active face recognition

Efstratios Kakaletsis, Nikos Nikolaidis

Original Paper

CLDM: convolutional layer dropout module

Jiafeng Zhao, Xiang Ye, Tan Yue, Yong Li

Original Paper

MÆIDM: multi-scale anomaly embedding inpainting and discrimination for surface anomaly detection

Siyu Sheng, Junfeng Jing, Xintian Jiao, Yafei Wang, Zhenyu Dong

Original Paper

ECM: arbitrary style transfer via Enhanced-Channel Module

Xiaoming Yu, Gan Zhou

Open Access Original Paper

Persistent animal identification leveraging non-visual markers

Michael P. J. Camilleri, Li Zhang, Rasneer S. Bains, Andrew Zisserman, Christopher K. I. Williams

Original Paper

Alternate guidance network for boundary-aware camouflaged object detection

Jinhao Yu, Shuhan Chen, Lu Lu, Zeyu Chen, Xiuqi Xu, Xuelong Hu, Jinrong Zhu

ORIGINAL PAPER

Effective long-term tracking with contrast optimizer

Yongbo Han, Yitao Liang