Search Results - instance-aware semantic segmentation

Fully Convolutional Instance-Aware Semantic Segmentation by 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 by 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 by 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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SegNet4D: Efficient Instance-Aware 4D Semantic Segmentation for LiDAR Point Cloud by Wang, Neng, Guo, Ruibin, Shi, Chenghao, Wang, Ziyue, Zhang, Hui, Lu, Huimin, Zheng, Zhiqiang, Chen, Xieyuanli

“…4D LiDAR semantic segmentation classifies the semantic category of each LiDAR point and detects whether it is dynamic, a critical ability for tasks like obstacle avoidance and autonomous navigation…”
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Son of Zorn's lemma: Targeted style transfer using instance-aware semantic segmentation by 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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Real-time Instance-Aware Segmentation and Semantic Mapping on Edge Devices by Lu, Junjie, Tian, Bailing, Shen, Hongming, Zhang, Xuewei

“…) with limited computational resources. In this paper, a real-time instance-aware segmentation and semantic mapping method on small edge devices is proposed…”
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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 by Yan, Yixiong, Hang, Yang, Hu, Tianren, Yu, Hao, Lai, Feng

“… Firstly, we propose an instance segmentation via multi-task network cascades, and even in a complex visual environment, the main roadway instances of interest in the parking lot IPM image…”
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Indoor Instance-Aware Semantic Mapping Using Instance Segmentation by Jiang, Yinpeng, Ma, Xudong, Fang, Fang, Kang, Xuewen

“…In order to accomplish the requirement of scene understanding to complete various kinds of complex tasks in home environment for robots, a novel instance segmentation method is adopted to build…”
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Semantic and Instance-Aware Pixel-Adaptive Convolution for Panoptic Segmentation by Song, Sumin, Sagong, Min-Cheol, Jung, Seung-Won, Ko, Sung-Jea

“…, semantic segmentation maps and local instance affinities. Consequently, these kernel attentions extract features helpful for panoptic segmentation…”
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Instance-Aware Semantic Segmentation for Food Calorie Estimation using Mask R-CNN by 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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Weakly Supervised Few-Shot and Zero-Shot Semantic Segmentation with Mean Instance Aware Prompt Learning by Pandey, Prashant, Chasmai, Mustafa, Natarajan, Monish, Lall, Brejesh

“… We propose Mean Instance Aware Prompt based Network (MIAPNet), a novel language-guided segmentation pipeline…”
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SegNet4D: Efficient Instance-Aware 4D Semantic Segmentation for LiDAR Point Cloud by Wang, Neng, Guo, Ruibin, Shi, Chenghao, Wang, Ziyue, Zhang, Hui, Lu, Huimin, Zheng, Zhiqiang, Chen, Xieyuanli

“…4D LiDAR semantic segmentation, also referred to as multi-scan semantic segmentation, plays a crucial role in enhancing the environmental understanding capabilities of autonomous vehicles or robots…”
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Fully Convolutional Instance-aware Semantic Segmentation by 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 3D Semantic Segmentation powered by Shape Generators and Classifiers by Sun, Bo, Huang, Qixing, Huang, Xiangru

“… In this paper, we proposed a novel instance-aware approach for 3D semantic segmentation. Our method combines several geometry processing tasks supervised at instance-level to promote the consistency of the learned feature representation…”
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The Neural Network Simulation of Instance-Aware Semantic Image Segmentation System by Belov, Aleksandr V., Ulaeva, Elena S.

“…This paper presents the system of the recognition and segmentation of objects which is based on an effective method for semi-controlled instance-aware segmentation of video and images…”
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Instance-aware Semantic Segmentation via Multi-task Network Cascades by Dai, Jifeng, He, Kaiming, Sun, Jian

“… In this paper, we present Multi-task Network Cascades for instance-aware semantic segmentation…”
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SSAP: Single-Shot Instance Segmentation With Affinity Pyramid by Gao, Naiyu, Shan, Yanhu, Wang, Yupei, Zhao, Xin, Yu, Yinan, Yang, Ming, Huang, Kaiqi

“… Generally, proposal-free methods generate instance-agnostic semantic segmentation labels and instance-aware features to group pixels into different object instances…”
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Son of Zorn's Lemma: Targeted Style Transfer Using Instance-aware Semantic Segmentation by 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 by 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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SemRegionNet: Region ensemble 3D semantic instance segmentation network with semantic spatial aware discriminative loss by Zhang, Guanghui, Zhu, Dongchen, Shi, Wenjun, Li, Jiamao, Zhang, Xiaolin

“… Point clouds with xyz coordinates and RGB attributes are fed into the network, and the output includes semantic labels and instance labels…”
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