Results 261 to 270 of about 968,733 (291)

Single-stage Instance Segmentation

ACM Transactions on Multimedia Computing, Communications, and Applications, 2020
Albeit the highest accuracy of object detection is generally acquired by multi-stage detectors, like R-CNN and its extension approaches, the single-stage object detectors also achieve remarkable performance with faster execution and higher scalability.
Feng Lin 0009   +4 more
openaire   +2 more sources

Segmenting Beyond the Bounding Box for Instance Segmentation

IEEE Transactions on Circuits and Systems for Video Technology, 2022
Instance segmentation needs to locate all instances in an image correctly and segment each instance precisely. Currently, the most dominant methods for instance segmentation take object detection as a pre-task. However, they rely on the accuracy of object detection incredibly.
Xiaoliang Zhang 0002   +4 more
openaire   +2 more sources

Ensembled Tricks for Instance Segmentation

2020 International Wireless Communications and Mobile Computing (IWCMC), 2020
Computer Vision has attracted more and more attention with the fast development of deep learning. The instance segmentation area, which extends the Object detection, can better help us comprehend the surrounding environments. In this paper, we ensembled the tricks that can strengthen the model performance for instance segmentation.
Runze Zhang   +5 more
openaire   +1 more source

Instance Segmentation of Neural Cells

2019
Instance segmentation of neural cells plays an important role in brain study. However, this task is challenging due to the special shapes and behaviors of neural cells. Existing methods are not precise enough to capture their tiny structures, e.g., filopodia and lamellipodia, which are critical to the understanding of cell interaction and behavior.
Jingru Yi   +4 more
openaire   +2 more sources

Instance Segmentation with BoundaryNet

2023
Teodor Boyadzhiev, Krassimira Ivanova
openaire   +1 more source

Multi-Stage Instance Segmentation

2022 13th International Conference on Information and Communication Technology Convergence (ICTC), 2022
Guohua Zhu, Suk Chan Kim
openaire   +2 more sources

Instance and Panoptic Segmentation Using Conditional Convolutions

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
Bowen Zhang, Chunhua Shen
exaly  

JSNet++: Dynamic Filters and Pointwise Correlation for 3D Point Cloud Instance and Semantic Segmentation

IEEE Transactions on Circuits and Systems for Video Technology, 2023
Wenbing Tao, Lin Zhao
exaly  

SOLO: A Simple Framework for Instance Segmentation

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
Rufeng Zhang   +2 more
exaly  

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