Suchergebnisse - "instance-aware semantic segmentation"

Fully Convolutional Instance-Aware Semantic Segmentation von Yi Li, Haozhi Qi, Jifeng Dai, Xiangyang Ji, Yichen Wei

“… We present the first fully convolutional end-to-end solution for instance-aware semantic segmentation task …”
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Instance-Aware Semantic Segmentation via Multi-task Network Cascades von Jifeng Dai, Kaiming He, Jian Sun

“… In this paper, we present Multitask Network Cascades for instance-aware semantic segmentation …”
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Instance-Aware Semantic Segmentation of Road Furniture in Mobile Laser Scanning Data von Li, Fashuai, Zhou, Zhize, Xiao, Jianhua, Chen, Ruizhi, Lehtomaki, Matti, Elberink, Sander Oude, Vosselman, George, Hyyppa, Juha, Chen, Yuwei, Kukko, Antero

“… In this paper, we present an improved framework for the instance-aware semantic segmentation of road furniture in mobile laser scanning data …”
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Son of Zorn's lemma: Targeted style transfer using instance-aware semantic segmentation von Castillo, Carlos, Soham De, Xintong Han, Singh, Bharat, Yadav, Abhay Kumar, Goldstein, Tom

“… Style transfer is an important task in which the style of a source image is mapped onto that of a target image. The method is useful for synthesizing …”
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Visual SLAM in Long-Range Autonomous Parking Application Based on Instance-Aware Semantic Segmentation via Multi-Task Network Cascades and Metric Learning Scheme von Yan, Yixiong, Hang, Yang, Hu, Tianren, Yu, Hao, Lai, Feng

“… Long-range Autonomous Parking is becoming an attractive application in terms of demands. The vehicle is capable of driving autonomously into the appointed …”
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Instance-Aware Semantic Segmentation for Food Calorie Estimation using Mask R-CNN von Yogaswara, Reza Dea, Yuniarno, Eko Mulyanto, Wibawa, Adhi Dharma

“… Knowing the number of calorie content in the food we consume can help in maintaining body health. By fulfilling the basic calorie need well, it will produce …”
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Fully Convolutional Instance-aware Semantic Segmentation von Li, Yi, Haozhi Qi, Dai, Jifeng, Ji, Xiangyang, Wei, Yichen

“… We present the first fully convolutional end-to-end solution for instance-aware semantic segmentation task …”
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Instance-aware Semantic Segmentation via Multi-task Network Cascades von Dai, Jifeng, He, Kaiming, Sun, Jian

“… In this paper, we present Multi-task Network Cascades for instance-aware semantic segmentation …”
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Son of Zorn's Lemma: Targeted Style Transfer Using Instance-aware Semantic Segmentation von Castillo, Carlos, De, Soham, Han, Xintong, Singh, Bharat, Yadav, Abhay Kumar, Goldstein, Tom

“… Style transfer is an important task in which the style of a source image is mapped onto that of a target image. The method is useful for synthesizing …”
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AI-facilitated coating corrosion assessment system for productivity enhancement von Liu, Lili, Tan, Estee, Zhen, Yongda, Yin, Xi Jiang, Cai, Zhi Qiang

“… ) architecture and a vgg19 model for deep transfer learning, an instance-aware semantic segmentation method is developed for CBC measurement and grading …”
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WIPO PUBLISHES PATENT OF MICROSOFT TECHNOLOGY LICENSING AND YICHEN WEI FOR "FULLY CONVOLUTIONAL INSTANCE-AWARE SEMANTIC SEGMENTATION" (CHINESE INVENTORS)

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Fused Text Segmentation Networks for Multi-oriented Scene Text Detection von Dai, Yuchen, Huang, Zheng, Gao, Yuting, Xu, Youxuan, Chen, Kai, Guo, Jie, Qiu, Weidong

“… In this paper, we introduce a novel end-end framework for multi-oriented scene text detection from an instance-aware semantic segmentation perspective …”
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Accurate Ulva prolifera regions extraction of UAV images with superpixel and CNNs for ocean environment monitoring von Wang, Shengke, Liu, Lu, Qu, Liang, Yu, Changyin, Sun, Yujuan, Gao, Feng, Dong, Junyu

“… UAV (Unmanned Aerial Vehicle) monitoring mounted with high resolution camera is a rising way to monitor the ocean environment, and it can make up the shortages …”
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InstanceCut: From Edges to Instances with MultiCut von Kirillov, Alexander, Levinkov, Evgeny, Andres, Bjoern, Savchynskyy, Bogdan, Rother, Carsten

“… This work addresses the task of instance-aware semantic segmentation. Our key motivation is to design a simple method with a new modelling-paradigm …”
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Robust Dense Mapping for Large-Scale Dynamic Environments von Barsan, Ioan Andrei, Liu, Peidong, Pollefeys, Marc, Geiger, Andreas

“… We use both instance-aware semantic segmentation and sparse scene flow to classify objects as either background, moving, or potentially moving, thereby ensuring that the system is able to model …”
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Power Equipment Recognition Method based on Mask R-CNN and Bayesian Context Network von Siheng, XIONG, Yadong, LIU, Rui, XU, Ying, DU, Zihan, CONG, Yingjie, YAN, Xiuchen, JIANG

“… Experiments on images of power equipment in substation show that the proposed method outperforms Mask R-CNN, Multi-task Network Cascades and Fully Convolutional Instance-aware Semantic Segmentation …”
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SAL-Net: Self-Supervised Attribute Learning for Object Recognition and Segmentation von Yang, Shu, JingWang, Arif, Sheeraz, Jia, Minli, Zhong, Shunan

“… Existing attribute learning methods rely on predefined attributes, which require manual annotations. Due to the limitation of human experience, the predefined …”
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A GF-3 SAR Image Dataset of Road Segmentation von Sun, Zengguo, Zhao, Mingmin, Jia, Bai

“… Three segmentation algorithms such as Multi-task Network Cascades (MNC), Fully Convolutional Instance-aware Semantic Segmentation (FCIS …”
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3D Object Trajectory Reconstruction using Instance-Aware Multibody Structure from Motion and Stereo Sequence Constraints von Bullinger, Sebastian, Bodensteiner, Christoph, Arens, Michael, Stiefelhagen, Rainer

“… We track two-dimensional object shapes on pixel level exploiting instance-aware semantic segmentation techniques and optical flow cues …”
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Model-Agnostic Metalearning-Based Text-Driven Visual Navigation Model for Unfamiliar Tasks von Xue, Tianfang, Yu, Haibin

“… As vision and language processing techniques have made great progress, mapless-visual navigation is occupying uppermost position in domestic robot field …”
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