Výsledky vyhledávání - first-frame object extraction algorithm

Object Extraction Algorithm for the First-Frame Image of Unmanned Surface Vehicles Based on a Radar-Photoelectric System Autor Yu, Qingze, Su, Yumin, Zhang, Renran

“… Therefore, this paper proposes an object extraction algorithm for the first-frame image of unmanned surface vehicles based on a radar-photoelectric system…”
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Object Detection-Tracking Algorithm for Unmanned Surface Vehicles Based on a Radar-Photoelectric System Autor Yu, Qingze, Wang, Bo, Su, Yumin

“… First, if multiple objects of the same classification exist in the same field of view, then stable extraction of an object is difficult…”
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Local Defogging Algorithm for the First Frame Image of Unmanned Surface Vehicles Based on a Radar-Photoelectric System Autor Yu, Qingze, Su, Yumin

“… In order to solve the problems mentioned above, this paper proposes a defogging algorithm for the first frame image of unmanned surface vehicles based on a radar-photoelectric system…”
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Semi-Supervised Video Object Segmentation with Super-Trajectories Autor Wang, Wenguan, Shen, Jianbing, Porikli, Fatih, Yang, Ruigang

“… To reliably group point trajectories, we adopt the density peaks based clustering algorithm that allows capturing rich spatiotemporal relations among trajectories in the clustering process…”
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Multiresolution video object extraction fitted to scalable wavelet-based object coding Autor Tab, F.A., Naghdy, G., Mertins, A.

“… A semi-automatic Markov random field based multiresolution algorithm is presented for video object extraction in a complex scene…”
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NIC: A Robust Background Extraction Algorithm for Foreground Detection in Dynamic Scenes Autor Thien Huynh-The, Banos, Oresti, Sungyoung Lee, Byeong Ho Kang, Eun-Soo Kim, Thuong Le-Tien

“… Concretely, the first frame is considered as an initial background that is updated with the pixel intensity from each new frame based on the examination of neighborhood pixels…”
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Siam R-CNN: Visual Tracking by Re-Detection Autor Voigtlaender, Paul, Luiten, Jonathon, Torr, Philip H.S., Leibe, Bastian

“… We combine this with a novel tracklet-based dynamic programming algorithm, which takes advantage of re-detections of both the first-frame template and previous-frame predictions, to model the full…”
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Multi-layer features template update object tracking algorithm based on SiamFC++ Autor Lu, Xiaofeng, Wang, Xuan, Wang, Zhengyang, Hei, Xinhong

“…SiamFC++ only extracts the object feature of the first frame as a tracking template, and only uses the highest level feature maps in both the classification branch and the regression branch, so that the…”
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Multi‐template temporal information fusion for Siamese object tracking Autor Lu, Xiaofeng, Wang, Zhengyang, Wang, Xuan, Hei, Xinhong

“…The object tracking algorithm based on Siamese network often extracts the deep feature of the target to be tracked from the first frame of the video sequence as a template, and uses the template…”
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Foreground Extraction of Surveillance Video Under Complex Background Autor Yu, Yue, Pan, Hong, Li, Xinde, Lin, Jiaxi

“…In order to overcome the shortcoming of the origin ViBe algorithm, such as ghosting effects caused by moving objects in first frame, we present a novel foreground object extraction method based…”
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FAMINet: Learning Real-Time Semisupervised Video Object Segmentation With Steepest Optimized Optical Flow Autor Liu, Ziyang, Liu, Jingmeng, Chen, Weihai, Wu, Xingming, Li, Zhengguo

“…Semisupervised video object segmentation (VOS) aims to segment a few moving objects in a video sequence, where these objects are specified by annotation of the first frame…”
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An Effective Subsuperpixel-Based Approach for Background Subtraction Autor Chen, Yu-Qiu, Sun, Zhan-Li, Lam, Kin-Man

“… In our algorithm, the superpixels of the first frame are constructed using a simple linear iterative clustering method…”
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An End-to-End Edge Aggregation Network for Moving Object Segmentation Autor Patil, Prashant W., Biradar, Kuldeep M., Dudhane, Akshay, Murala, Subrahmanyam

“… Most of the existing techniques proposed for MOS are highly depend on fine-tuning a model on the first frame…”
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E-GrabCut： an economic method of iterative video object extraction Autor DONG, Le, FENG, Ning, MAO, Mengdie, HE, Ling, WANG, Jingjing

“… This paper proposes an interactive and unsupervised video object segmentation algorithm named E-GrabCut con- centrating on achieving both of the segmentation quality and time efficiency as highly…”
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DMM-Net: Differentiable Mask-Matching Network for Video Object Segmentation Autor Zeng, Xiaohui, Liao, Renjie, Gu, Li, Xiong, Yuwen, Fidler, Sanja, Urtasun, Raquel

“…In this paper, we propose the differentiable mask-matching network (DMM-Net) for solving the video object segmentation problem where the initial object masks are provided…”
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Unsupervised RGB-T object tracking with attentional multi-modal feature fusion Autor Li, Shenglan, Yao, Rui, Zhou, Yong, Zhu, Hancheng, Liu, Bing, Zhao, Jiaqi, Shao, Zhiwen

“…RGB-T tracking means that given the object position in the first frame, the tracker is trained to predict the position of the object in consecutive frames by taking full advantage of the complementary…”
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Real-Time Instance Segmentation Tracking Algorithm in Mixed Reality Autor Yu, Dengsha, Yan, Zifei, Ming, Baolin

“… The model consists of two parts: The first part is an object detection model, which is responsible for identifying and detecting the bounding box of the object in the first frame…”
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Improved Hierarchical Convolutional Features for Robust Visual Object Tracking Autor Sun, Jinping

“… The correlation filter algorithm based on manual features is difficult to meet the actual needs due to its limited feature representation ability…”
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ClickVOS: Click Video Object Segmentation Autor Guo, Pinxue, Hong, Lingyi, Zhou, Xinyu, Gao, Shuyong, Li, Wanyun, Li, Jinglun, Chen, Zhaoyu, Li, Xiaoqiang, Zhang, Wei, Zhang, Wenqiang

“… at the first frame during inference or lack the flexibility to specify arbitrary objects of interest…”
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A Multi‐Template Fusion Object Tracking Algorithm Based on Graph Attention Network Autor Lu, Xiaofeng, Li, Xiaopeng, Wang, Zhengyang, Hei, Xinhong

“… The majority of Siamese‐based trackers only use the first frame extraction template for subsequent tracking in order to prevent the introduction of noise…”
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