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CASIA OpenIR

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On Robust Cross-view Consistency in Self-supervised Monocular Depth Estimation 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 495-513
作者:  Haimei Zhao;  Jing Zhang;  Zhuo Chen;  Bo Yuan;  Dacheng Tao
Adobe PDF(17303Kb)  |  收藏  |  浏览/下载：14/3  |  提交时间：2024/05/23
3D vision, depth estimation, cross-view consistency, self-supervised learning, monocular perception  
Deep Industrial Image Anomaly Detection: A Survey 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 104-135
作者:  Jiaqi Liu;  Guoyang Xie;  Jinbao Wang;  Shangnian Li;  Chengjie Wang;  Feng Zheng;  Yaochu Jin
Adobe PDF(3376Kb)  |  收藏  |  浏览/下载：24/4  |  提交时间：2024/04/23
Image anomaly detection, defect detection, industrial manufacturing, deep learning, computer vision  
MVContrast: Unsupervised Pretraining for Multi-view 3D Object Recognition 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 872-883
作者:  Luequan Wang;  Hongbin Xu;  Wenxiong Kang
Adobe PDF(1954Kb)  |  收藏  |  浏览/下载：14/3  |  提交时间：2024/04/23
Multi view, unsupervised pretraining, contrastive learning, 3D vision, shape recognition  
State of the Art on Deep Learning-enhanced Rendering Methods 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 799-821
作者:  Qi Wang;  Zhihua Zhong;  Yuchi Huo;  Hujun Bao;  Rui Wang
Adobe PDF(6540Kb)  |  收藏  |  浏览/下载：30/10  |  提交时间：2024/04/23
Neural rendering, computer graphics, scene representation, rendering, post-processing  
Federated Learning on Multimodal Data: A Comprehensive Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 539-553
作者:  Yi-Ming Lin;   Yuan Gao;  Mao-Guo Gong;  Si-Jia Zhang;  Yuan-Qiao Zhang;  Zhi-Yuan Li
Adobe PDF(1253Kb)  |  收藏  |  浏览/下载：14/5  |  提交时间：2024/04/23
Federated learning, multimodal learning, heterogeneous data, edge computing, collaborative learning  
Robust Local Light Field Synthesis via Occlusion-aware Sampling and Deep Visual Feature Fusion 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 408-420
作者:  Wenpeng Xing;  Jie Chen;  Yike Guo
Adobe PDF(2263Kb)  |  收藏  |  浏览/下载：3/3  |  提交时间：2024/04/23
Novel view synthesis, light field (LF) imaging, multi-view stereo, occlusion sampling, deep visual feature (DVF) fusion  
Efficient Visual Recognition: A Survey on Recent Advances and Brain-inspired Methodologies 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 366-411
作者:  Yang Wu;  Ding-Heng Wang;  Xiao-Tong Lu;  Fan Yang;  Man Yao;  Wei-Sheng Dong;  Jian-Bo Shi;  Guo-Qi Li
Adobe PDF(6780Kb)  |  收藏  |  浏览/下载：19/3  |  提交时间：2024/04/23
Visual recognition  deep neural networks (DNNS)  brain-inspired methodologies  network compression  dynamic inference  survey