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Temporal teacher with masked transformers for semi-supervised action proposal generation Mach. Vis. Appl. (IF 3.3) Pub Date : 2024-03-15 Selen Pehlivan, Jorma Laaksonen
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Adversarial robustness improvement for deep neural networks Mach. Vis. Appl. (IF 3.3) Pub Date : 2024-03-14 Charis Eleftheriadis, Andreas Symeonidis, Panagiotis Katsaros
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FESAR: SAR ship detection model based on local spatial relationship capture and fused convolutional enhancement Mach. Vis. Appl. (IF 3.3) Pub Date : 2024-03-08 Chongchong Liu, Chunman Yan
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An adaptive interpolation and 3D reconstruction algorithm for underwater images Mach. Vis. Appl. (IF 3.3) Pub Date : 2024-03-07 Zhijie Tang, Congqi Xu, Siyu Yan
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Self-supervised Siamese keypoint inference network for human pose estimation and tracking Mach. Vis. Appl. (IF 3.3) Pub Date : 2024-03-05
Abstract Human pose estimation and tracking are important tasks to help understand human behavior. Currently, human pose estimation and tracking face the challenges of missed detection due to sparse annotation of video datasets and difficulty in associating partially occluded and unoccluded cases of the same person. To address these challenges, we propose a self-supervised learning-based method, which
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That’s BAD: blind anomaly detection by implicit local feature clustering Mach. Vis. Appl. (IF 3.3) Pub Date : 2024-03-02 Jie Zhang, Masanori Suganuma, Takayuki Okatani
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A pixel and channel enhanced up-sampling module for biomedical image segmentation Mach. Vis. Appl. (IF 3.3) Pub Date : 2024-02-22 Xuan Zhang, Guoping Xu, Xinglong Wu, Wentao Liao, Xuesong Leng, Xiaxia Wang, Xinwei He, Chang Li
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A gradient fusion-based image data augmentation method for reflective workpieces detection under small size datasets Mach. Vis. Appl. (IF 3.3) Pub Date : 2024-02-21 Baori Zhang, Haolang Cai, Lingxiang Wen
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Target–distractor memory joint tracking algorithm via Credit Allocation Network Mach. Vis. Appl. (IF 3.3) Pub Date : 2024-02-09 Huanlong Zhang, Panyun Wang, Zhiwu Chen, Jie Zhang, Linwei Li
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End-to-end optimized image compression with the frequency-oriented transform Mach. Vis. Appl. (IF 3.3) Pub Date : 2024-02-07 Yuefeng Zhang, Kai Lin
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Interaction semantic segmentation network via progressive supervised learning Mach. Vis. Appl. (IF 3.3) Pub Date : 2024-02-05
Abstract Semantic segmentation requires both low-level details and high-level semantics, without losing too much detail and ensuring the speed of inference. Most existing segmentation approaches leverage low- and high-level features from pre-trained models. We propose an interaction semantic segmentation network via Progressive Supervised Learning (ISSNet). Unlike a simple fusion of two sets of features
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A review of adaptable conventional image processing pipelines and deep learning on limited datasets Mach. Vis. Appl. (IF 3.3) Pub Date : 2024-01-31 Friedrich Rieken Münke, Jan Schützke, Felix Berens, Markus Reischl
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STARNet: spatio-temporal aware recurrent network for efficient video object detection on embedded devices Mach. Vis. Appl. (IF 3.3) Pub Date : 2024-01-31 Mohammad Hajizadeh, Mohammad Sabokrou, Adel Rahmani
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Regional filtering distillation for object detection Mach. Vis. Appl. (IF 3.3) Pub Date : 2024-01-31
Abstract Knowledge distillation is a common and effective method in model compression, which trains a compact student model to mimic the capability of a large teacher model to get superior generalization. Previous works on knowledge distillation are underperforming for challenging tasks such as object detection, compared to the general application of unsophisticated classification tasks. In this paper
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SGBGAN: minority class image generation for class-imbalanced datasets Mach. Vis. Appl. (IF 3.3) Pub Date : 2024-01-29 Qian Wan, Wenhui Guo, Yanjiang Wang
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Tackling confusion among actions for action segmentation with adaptive margin and energy-driven refinement Mach. Vis. Appl. (IF 3.3) Pub Date : 2024-01-27 Zhichao Ma, Kan Li
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Obs-tackle: an obstacle detection system to assist navigation of visually impaired using smartphones Mach. Vis. Appl. (IF 3.3) Pub Date : 2024-01-19 U. Vijetha, V. Geetha
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Optimization model based on attention mechanism for few-shot image classification Mach. Vis. Appl. (IF 3.3) Pub Date : 2024-01-19 Ruizhi Liao, Junhai Zhai, Feng Zhang
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Multi-view spectral clustering based on constrained Laplacian rank Mach. Vis. Appl. (IF 3.3) Pub Date : 2024-01-12 Jinmei Song, Baokai Liu, Yao Yu, Kaiwu Zhang, Shiqiang Du
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High-accuracy 3D locators tracking in real time using monocular vision Mach. Vis. Appl. (IF 3.3) Pub Date : 2024-01-11 C. Elmo Kulanesan, P. Vacher, L. Charleux, E. Roux
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Local region-learning modules for point cloud classification Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-12-21 Kaya Turgut, Helin Dutagaci
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A fast anchor-based graph-regularized low-rank representation approach for large-scale subspace clustering Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-12-19 Lili Fan, Guifu Lu, Ganyi Tang, Yong Wang
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Cancelable face recognition using phase retrieval and complex principal component analysis network Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-12-17 Zhuhong Shao, Leding Li, Zuowei Zhang, Bicao Li, Xilin Liu, Yuanyuan Shang, Bin Chen
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Biomimetic oculomotor control with spiking neural networks Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-12-18 Taasin Saquib, Demetri Terzopoulos
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DetailPoint: detailed feature learning on point clouds with attention mechanism Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-12-18 Ying Li, Jincheng Bai, Huankun Sheng
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Few-shot object detection via data augmentation and distribution calibration Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-12-08 Songhao Zhu, Kai Zhang
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Pixel representations, sampling, and label correction for semantic part detection Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-12-06 Jiao-Chuan Huang, You-Lin Lin, Wen-Chieh Fang
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Spatial-temporal graph-guided global attention network for video-based person re-identification Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-12-03 Xiaobao Li, Wen Wang, Qingyong Li, Jiang Zhang
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Visual complexity of urban streetscapes: human vs computer vision Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-12-02 Pietro Florio, Thomas Leduc, Yannick Sutter, Roland Brémond
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Normalized margin loss for action unit detection Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-12-03 Andrei Racoviteanu, Corneliu Florea, Laura Florea, Constantin Vertan
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Learning to explore by reinforcement over high-level options Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-11-30 Juncheng Liu, Brendan McCane, Steven Mills
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Csf: global–local shading orders for intrinsic image decomposition Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-11-27 Handan Zhang, Tie Liu, Yuanliu Liu, Zejian Yuan
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A stereo vision SLAM with moving vehicles tracking in outdoor environment Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-11-28 Chuyuan Hong, Meiling Zhong, Zhaoqian Jia, Changjiang You, Zhiguo Wang
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IoU-aware feature fusion R-CNN for dense object detection Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-11-18 Jixuan Hong, Xueqin He, Zhaoli Deng, Chenhui Yang
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A dual progressive strategy for long-tailed visual recognition Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-11-06 Hong Liang, Guoqing Cao, Mingwen Shao, Qian Zhang
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Automatic label assignment object detection mehtod on only one feature map Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-11-07 Tingsong Ma, Zengxi Huang, Nijing Yang, Changyu Zhu, Ping Deng
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LTM: efficient learning with triangular topology constraint for feature matching with heavy outliers Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-11-01 Chentao Shen, Zaixing He, Xinyue Zhao, Wenfeng Cui, Huarong Shen
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Position Puzzle Network and Augmentation: localizing human keypoints beyond the bounding box Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-10-27 Soonchan Park, Jinah Park
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CGA-Net: channel-wise gated attention network for improved super-resolution in remote sensing imagery Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-10-24 Bostan Khan, Adeel Mumtaz, Zuhair Zafar, Mohamed Sedkey, Elhadj Benkhelifa, Muhammad Moazam Fraz
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Recent progress in sign language recognition: a review Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-10-21 Aamir Wali, Roha Shariq, Sajdah Shoaib, Sukhan Amir, Asma Ahmad Farhan
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Real estate pricing prediction via textual and visual features Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-10-21 Amira Yousif, Samah Baraheem, Sai Surya Vaddi, Vatsa S. Patel, Ju Shen, Tam V. Nguyen
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Distortion diminishing with vulnerability filters pruning Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-10-19 Hengyi Huang, Pingfan Wu, Shifeng Xia, Ningzhong Liu
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CCTV-Calib: a toolbox to calibrate surveillance cameras around the globe Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-10-20 Francois Rameau, Jaesung Choe, Fei Pan, Seokju Lee, In So Kweon
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Vision-based approach to assess performance levels while eating Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-10-20 Muhammad Ahmed Raza, Robert B. Fisher
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A deep Retinex network for underwater low-light image enhancement Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-10-16 Kai Ji, Weimin Lei, Wei Zhang
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Two-stage structural information enhancement for source-free domain adaptation Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-10-13 Sijie Chen, Mingwen Shao, Lixu Zhang, Zhiyuan Bao
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A camera style-invariant learning and channel interaction enhancement fusion network for visible-infrared person re-identification Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-10-10 Haishun Du, Xinxin Hao, Yanfang Ye, Linbing He, Jiangtao Guo
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Simple and effective complementary label learning based on mean square error loss Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-10-12 Chenggang Wang, Xiong Xu, Defu Liu, Xinyu Niu, Shijiao Han
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Zero-shot action recognition by clustered representation with redundancy-free features Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-10-09 Limin Xia, Xin Wen
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Gait recognition using free-area transformer networks Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-10-06 Guannan Chen, Shimin Wei
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Class-aware cross-domain target detection based on cityscape in fog Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-09-30 Linfeng Gan, Hu Liu, Aoran Chen, Xibin Xu, Xuebiao Zhang
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A transformer-based neural ODE for dense prediction Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-09-27 Seyedalireza Khoshsirat, Chandra Kambhamettu
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Generalized few-shot learning under large scope by using episode-wise regularizing imprinting Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-09-26 Nan Sun, Yunxuan Tang, Kun Wang
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Similarity contrastive estimation for image and video soft contrastive self-supervised learning Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-09-26 Julien Denize, Jaonary Rabarisoa, Astrid Orcesi, Romain Hérault
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Cascading spatio-temporal attention network for real-time action detection Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-09-26 Jianhua Yang, Ke Wang, Ruifeng Li, Petra Perner
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CMNet: a novel model and design rationale based on comparison studies and synergy of CNN and MetaFormer Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-09-22 Haowen Yu, Liming Chen
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Group attention retention network for co-salient object detection Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-09-20 Jing Liu, Jiaxiang Wang, Zhiwei Fan, Min Yuan, Weikang Wang, Jiexiao Yu
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Boosting facial recognition capability for faces wearing masks using attention augmented residual model with quadruplet loss Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-09-20 Muhammad Aasharib Nawshad, Ahsan Saadat, Muhammad Moazam Fraz
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Global attention guided multi-scale network for face image super-resolution Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-09-16 Jinlu Zhang, Mingliang Liu, Xiaohang Wang
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Beyond a strong baseline: cross-modality contrastive learning for visible-infrared person re-identification Mach. Vis. Appl. (IF 3.3) Pub Date : 2023-09-15 Pengfei Fang, Yukang Zhang, Zhenzhong Lan