Search Results - Multi-class object segmentation

An encoder-decoder deep learning method for multi-class object segmentation from 3D tunnel point clouds by Ji, Ankang, Chew, Alvin Wei Ze, Xue, Xiaolong, Zhang, Limao

“… To address this problem, this research proposes an encoder-decoder deep learning method combined with point cloud techniques for multi-class object segmentation, including seepage, from 3D tunnel point clouds…”
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Dual attention-based deep learning network for multi-class object semantic segmentation of tunnel point clouds by Ji, Ankang, Zhang, Limao, Fan, Hongqin, Xue, Xiaolong, Dou, Yudan

“…Aiming to automatically segment multi-class objects on the tunnel point cloud, a deep learning network named dual attention-based point cloud network (DAPCNet…”
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TextonBoost for Image Understanding: Multi-Class Object Recognition and Segmentation by Jointly Modeling Texture, Layout, and Context by Shotton, Jamie, Winn, John, Rother, Carsten, Criminisi, Antonio

“…This paper details a new approach for learning a discriminative model of object classes, incorporating texture, layout, and context information efficiently…”
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Retraction Note: Evaluation of image segmentation and multi class object recognition algorithm based on machine learning by Zhang, Le

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Evaluation of image segmentation and multi class object recognition algorithm based on machine learning by Le Zhang

“… Finally, the performance of traditional image segmentation and multi class object recognition algorithms and the image segmentation and multi class object recognition algorithms proposed…”
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RETRACTED ARTICLE: Evaluation of image segmentation and multi class object recognition algorithm based on machine learning by Zhang, Le

“… Finally, the performance of traditional image segmentation and multi class object recognition algorithms and the image segmentation and multi class object recognition algorithms proposed…”
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Layered object detection for multi-class segmentation by Yi Yang, Hallman, S, Ramanan, D, Fowlkes, C

“…We formulate a layered model for object detection and multi-class segmentation. Our system uses the output of a bank of object detectors in order to define…”
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Segmentation-based multi-class semantic object detection by Vieux, Remi, Benois-Pineau, Jenny, Domenger, Jean-Philippe, Braquelaire, Achille

“…In this paper we study the problem of the detection of semantic objects from known categories in images…”
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Multi-class object segmentation based on jointly integrating segment-level and image-level object priors by Yao, Tuozhong, Song, Jiatao, An, Peng, Liu, Liangxu

“… deformation and occlusion. This paper proposed a new multi-class object segmentation algorithm which jointly combines the segment-level and image-level object priors in a different way…”
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Temporally consistent multi-class video-object segmentation with the Video Graph-Shifts algorithm by Chen, A Y C, Corso, J J

“…We present the Video Graph-Shifts (VGS) approach for efficiently incorporating temporal consistency into MRF energy minimization for multi-class video object segmentation…”
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Multi-class Video Objects Segmentation Based on Conditional Random Fields by He, Zhiwei, Xu, Lijun, Zhao, Wei, Gao, Mingyu

“…) model is proposed to achieve accurate multi-class segmentation of video objects in the complex environment…”
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TextonBoost for Image Understanding : Multi-Class Object Recognition and Segmentation by Jointly Modeling Texture, Layout, and Context: Best of the European Conference on Computer Vision 2006 (ECCV'06) by SHOTTON, Jamie, WINN, John, ROTHER, Carsten, CRIMINISI, Antonio

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Multi-class Object Recognition and Segmentation Based on Multi-feature Fusion Modeling by Chen Jing-Xia, Zhang Yan-Ning, Jiang Dong-Mei, Li Fei, Xie Jia

“… The constraint relationship between image theme, region and pixel is considered while modeling feature potentials and optimizing parameter's selection to improve the accuracy of multi-class object…”
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Multi-class Semantic Video Segmentation with Exemplar-Based Object Reasoning by Buyu Liu, Xuming He, Gould, Stephen

“…We tackle the problem of semantic segmentation of dynamic scene in video sequences…”
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Learning from Pseudo-labeled Segmentation for Multi-Class Object Counting by Xu, Jingyi, Le, Hieu, Samaras, Dimitris

“… (namely, multi-class object counting) is particularly challenging for current object counting models…”
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Theme-Based Multi-class Object Recognition and Segmentation by Shilin Wu, Jiajia Geng, Feng Zhu

“…In this paper, we propose a new theme-based CRF model and investigate its performance on class based pixel-wise segmentation of images…”
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Deep learning for real-time multi-class segmentation of artefacts in lung ultrasound by Howell, Lewis, Ingram, Nicola, Lapham, Roger, Morrell, Adam, McLaughlan, James R.

“… To address this, we propose a deep learning pipeline for multi-class segmentation of objects (ribs, pleural line) and artefacts…”
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Comparative analysis of deep learning methods for breast ultrasound lesion detection and classification by Vallez, Noelia, Mateos-Aparicio-Ruiz, Israel, Rienda, Miguel Angel, Deniz, Oscar, Bueno, Gloria

“…: a) multi-class object detection, b) one-class object detection followed by localized region classification, c…”
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Multi-Class Pavement Disease Recognition Using Object Detection and Segmentation by Zhang, Kuan, Zheng, Mingkai, Yu, Qing, Liu, Yi

“… In this work, by introducing the object detection and segmentation into the detection of pavement diseases, a multi-class pavement disease detection method is proposed…”
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Multi-Class Constrained Normalized Cut With Hard, Soft, Unary and Pairwise Priors and its Applications to Object Segmentation by Hu, Han, Feng, Jianjiang, Yu, Chuan, Zhou, Jie

“… However, it does not perform well in challenging segmentation problems, such as segmenting objects in a complex background…”
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