Instance Sequence Queries for Video Instance Segmentation with Transformers [PDF]
Sensors, 2021 Existing methods for video instance segmentation (VIS) mostly rely on two strategies: (1) building a sophisticated post-processing to associate frame level segmentation results and (2) modeling a video clip as a 3D spatial-temporal volume with a limit of
Zhujun Xu, Damien Vivet
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Semantic segmentation-assisted instance feature fusion for multi-level 3D part instance segmentation
Computational Visual Media, 2023 Recognizing 3D part instances from a 3D point cloud is crucial for 3D structure and scene understanding. Several learning-based approaches use semantic segmentation and instance center prediction as training tasks and fail to further exploit the inherent
Chun-Yu Sun, Xin Tong, Yang Liu
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CholecInstanceSeg: A Tool Instance Segmentation Dataset for Laparoscopic Surgery [PDF]
Scientific DataIn laparoscopic and robotic surgery, precise tool instance segmentation is an essential technology for advanced computer-assisted interventions. Although publicly available procedures of routine surgeries exist, they often lack comprehensive annotations ...
Oluwatosin Alabi +6 more
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Image instance segmentation based on diffusion model improved by step noisy [PDF]
Scientific ReportsIn visual tasks, image instance segmentation has always been one of the most crucial core technologies in various fields, such as autonomous driving, and medical image analysis.
Hui Ma +3 more
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Survey Progress on Image Instance Segmentation Methods of Deep Convolutional Neural Network [PDF]
Jisuanji kexue, 2022 Image instance segmentation is an important part of image processing and computer vision technology about image understanding.With the development of deep learning and deep convolutional neural network,image instance segmentation method based on deep ...
HU Fu-yuan, WAN Xin-jun, SHEN Ming-fei, XU Jiang-lang, YAO Rui, TAO Zhong-ben
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A Dual-Channel and Frequency-Aware Approach for Lightweight Video Instance Segmentation [PDF]
SensorsVideo instance segmentation, a key technology for intelligent sensing in visual perception, plays a key role in automated surveillance, robotics, and smart cities.
Mingzhu Liu, Wei Zhang, Haoran Wei
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Efficient Instance Segmentation Paradigm for Interpreting SAR and Optical Images
Remote Sensing, 2022 Instance segmentation in remote sensing images is challenging due to the object-level discrimination and pixel-level segmentation for the objects.
Fan Fan +6 more
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Remote Sensing, 2021 Instance segmentation of high-resolution aerial images is challenging when compared to object detection and semantic segmentation in remote sensing applications.
Xiangfeng Zeng +6 more
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Multi-scale YOLACT for instance segmentation
Journal of King Saud University: Computer and Information Sciences, 2022 The mainstream instance segmentation is a comprehensive computer vision task, which involves computer vision tasks such as image classification, object detection, and semantic segmentation.
Jiexian Zeng +4 more
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Salient Instance Segmentation via Multiscale Boundary Characteristic Network [PDF]
Jisuanji kexue yu tansuo, 2022 Locating objects of interest is a basic task in the application of computer vision. Salient instance segmentation can obtain instance of interest by detecting visually significant objects and segmenting them at pixel level.
HE Li, ZHANG Hongyan, FANG Wanlin
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