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11 papers · 2 filters
Disentangled High Quality Salient Object Detection
Lv Tang, Bo Li, Shouhong Ding +1
Aiming at discovering and locating most distinctive objects from visual scenes, salient object detection (SOD) plays an essential role in various computer vision systems. Coming to…
Attention-driven Graph Clustering Network
Zhihao Peng, Hui Liu, Yuheng Jia +1
The combination of the traditional convolutional network (i.e., an auto-encoder) and the graph convolutional network has attracted much attention in clustering, in which the auto-e…
Two-stream Convolutional Networks for Multi-frame Face Anti-spoofing
Zhuoyi Zhang, Cheng Jiang, Xiya Zhong +2
Face anti-spoofing is an important task to protect the security of face recognition. Most of previous work either struggle to capture discriminative and generalizable feature or re…
Superpixel-guided Discriminative Low-rank Representation of Hyperspectral Images for Classification
Shujun Yang, Junhui Hou, Yuheng Jia +2
In this paper, we propose a novel classification scheme for the remotely sensed hyperspectral image (HSI), namely SP-DLRR, by comprehensively exploring its unique characteristics,…
Video Based Fall Detection Using Human Poses
Ziwei Chen, Yiye Wang, Wankou Yang
Video based fall detection accuracy has been largely improved due to the recent progress on deep convolutional neural networks. However, there still exists some challenges, such as…
Real-Time Super-Resolution System of 4K-Video Based on Deep Learning
Yanpeng Cao, Chengcheng Wang, Changjun Song +2
Video super-resolution (VSR) technology excels in reconstructing low-quality video, avoiding unpleasant blur effect caused by interpolation-based algorithms. However, vast computat…