Results 41 to 50 of about 345,447 (283)
Attention-Guided Instance Segmentation for Group-Raised Pigs
Animals, 2023 In the pig farming environment, complex factors such as pig adhesion, occlusion, and changes in body posture pose significant challenges for segmenting multiple target pigs.
Zhiwei Hu, Hua Yang, Hongwen Yan
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Instance Segmentation of LiDAR Point Clouds [PDF]
2020 IEEE International Conference on Robotics and Automation (ICRA), 2020 We propose a robust baseline method for instance segmentation which are specially designed for large-scale outdoor LiDAR point clouds. Our method includes a novel dense feature encoding technique, allowing the localization and segmentation of small, far-away objects, a simple but effective solution for single-shot instance prediction and effective ...
Zhang, F +6 more
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DIM: long-tailed object detection and instance segmentation via dynamic instance memory
Machine Learning: Science and Technology, 2023 Object detection and instance segmentation have been successful on benchmarks with relatively balanced category distribution (e.g. MSCOCO). However, state-of-the-art object detection and segmentation methods still struggle to generalize on long-tailed ...
Zhao-Min Chen +7 more
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Distance to Center of Mass Encoding for Instance Segmentation
, 2017 The instance segmentation can be considered an extension of the object detection problem where bounding boxes are replaced by object contours. Strictly speaking the problem requires to identify each pixel instance and class independently of the artifice ...
Watanabe, Thomio, Wolf, Denis
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S4Net: Single Stage Salient-Instance Segmentation
, 2019 We consider an interesting problem-salient instance segmentation in this paper. Other than producing bounding boxes, our network also outputs high-quality instance-level segments.
Cheng, Ming-Ming +5 more
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OccuSeg: Occupancy-Aware 3D Instance Segmentation [PDF]
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020 CVPR 2020, video this https URL https://youtu.be ...
Han, Lei, Zheng, Tian, Xu, Lan, Fang, Lu
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HTC+ for SAR Ship Instance Segmentation
Remote Sensing, 2022 Existing instance segmentation models mostly pay less attention to the targeted characteristics of ships in synthetic aperture radar (SAR) images, which hinders further accuracy improvements, leading to poor segmentation performance in more complex SAR ...
Tianwen Zhang, Xiaoling Zhang
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Pseudo Mask Augmented Object Detection
, 2018 In this work, we present a novel and effective framework to facilitate object detection with the instance-level segmentation information that is only supervised by bounding box annotation.
Liang, Shuang +2 more
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Predicting Future Instance Segmentation by Forecasting Convolutional Features [PDF]
, 2018 Anticipating future events is an important prerequisite towards intelligent behavior. Video forecasting has been studied as a proxy task towards this goal.
A Yang +7 more
core +4 more sources
Pointly-Supervised Instance Segmentation
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022 We propose an embarrassingly simple point annotation scheme to collect weak supervision for instance segmentation. In addition to bounding boxes, we collect binary labels for a set of points uniformly sampled inside each bounding box. We show that the existing instance segmentation models developed for full mask supervision can be seamlessly trained ...
Cheng, Bowen +2 more
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