Segment Anything Meets Point Tracking 3 Jul 2023·Frano Rajič,Lei Ke,Yu-Wing Tai,Chi-Keung Tang,Martin Danelljan,Fisher Yu· The Segment Anything Model (SAM) has established itself as a powerful zero-shot image segmentation model, enabled by efficient point-centric annotation and prompt-based ...
🥰SAM-PT,全称 Segment Anything Meet Point Tracking,是一项集稀疏点跟踪和 SAM 于一体的创新技术。它借鉴了 SAM 在图像分割领域的强大实力,结合了点驱动的方法,只需在视频的第一帧中注释稀疏点,便可成功追踪目标项目。SAM-PT 方法有效地将 SAM 扩展到视频领域,为视频分割提供了强大的支持,而无需对任何视频分...
Segment and Track Anything 算法框架 核心内容 We introduce SAM-Track, a unified video framework that allows users to perform object tracking and segmentation in videos through multimodal interaction methods or automatic methods. 使用SAM交互获取关键帧片段作为DeAOT算法(多目标跟踪算法)的参考输入;DeAOT ...
"Segment Anything Meets Point Tracking." ArXiv (2023). [paper] [code] SAMAug:Haixing Dai, Chong Ma, Zhengliang Liu, Yiwei Li, Peng Shu, Xiaozheng Wei, Lin Zhao, Zihao Wu, Dajiang Zhu, Wei Liu, Quanzheng Li, Tianming Liu, Xiang Li. ...
"Segment Anything Meets Point Tracking." ArXiv (2023). [paper] [code] [2023.07] SAMAug: Haixing Dai, Chong Ma, Zhengliang Liu, Yiwei Li, Peng Shu, Xiaozheng Wei, Lin Zhao, Zihao Wu, Dajiang Zhu, Wei Liu, Quanzheng Li, Tianming Liu, Xiang Li. "SAMAug: Point Prompt Augmentation fo...
The Segment Anything Model 2 (SAM 2) has demonstrated strong performance in object segmentation tasks but faces challenges in visual object tracking, particularly when managing crowded scenes with fast-moving or self-occluding objects. Furthermore, the fixed-window memory approach in the original model...
GoodSAM: Bridging Domain and Capacity Gaps via Segment Anything Model for Distortion-aware Panoramic Semantic Segmentation Weiming Zhang1 Yexin Liu1 Xu Zheng1 Lin Wang1,2* 1 AI Thrust, HKUST(GZ) 2Dept. of CSE, HKUST zweiming996@gmail.com, yliu292@connect.hk...
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Introduction of the Segment Anything Model (SAM): This research introduces the segment anything model (SAM), an advanced image segmentation algorithm, for the detection and tracking of vehicles using low-resolution, uncalibrated highway cameras. This novel application of SAM demonstrates its potential ...
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