The encoder employs deformable self-attention to transform multi-scale features into encoded multi-scale features. Query selection is used to derive the object queries from these e... حسب Owen M. O’Connor (11965460)

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(A) Example illustrating the correlation between the final prediction of an object query and where the object query is derived from within the multi-scale features. Colored pixels... حسب Owen M. O’Connor (11965460)

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Heatmap illustrating which multi-scale feature pixels were classified as “cell” by query selection. This data was collected by processing the full test set for the DeepCell dataset... حسب Owen M. O’Connor (11965460)

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Depiction of how predictions are made from the output embeddings. The largest encoded multi-scale feature map is resized and combined with the original multi-scale features to form... حسب Owen M. O’Connor (11965460)

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Overall framework of our proposed tracking algorithm. حسب Yi Tao (178829)

Heatmap illustrating which multi-scale feature pixels were classified as “cell” by query selection. This data was collected by processing the full test set containing 29 movies fro... حسب Owen M. O’Connor (11965460)

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Excerpts from the raw acquired data set with the tracking algorithm. حسب Hannes Benecke (17409369)

Visualization of tracking results of SiamFC_TDA algorithm and comparison algorithm on challenging sequences. حسب Yi Tao (178829)

Performance of the proposed tracking algorithm and comparison algorithms in three datasets. The higher the metrics, the better. حسب Yi Tao (178829)

Results of different algorithms for ship detection and tracking. حسب Guoqing Zhang (151441)

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Configuration settings of the ten comparative algorithms. حسب Wenxing Wu (16853002)

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Plot comparing the circular tracking errors of the three algorithms. حسب Xiaosong Liu (66661)

The comparison of sensor deployment among three algorithms. حسب Wenxing Wu (16853002)

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The optimized sensor coverage using the MODBO algorithm. حسب Wenxing Wu (16853002)

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The distribution strategies of populations within the DBO algorithm. حسب Wenxing Wu (16853002)

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The boundary selection strategy utilized in the DBO algorithm. حسب Wenxing Wu (16853002)

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Plot comparing the circular angle tracking performances of the three algorithms. حسب Xiaosong Liu (66661)

The PF of ten comparative algorithms on the MMF12 test function. حسب Wenxing Wu (16853002)

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The PF of ten comparative algorithms on the MMF14 test function. حسب Wenxing Wu (16853002)

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The PF of ten comparative algorithms on the MMF1 test function. حسب Wenxing Wu (16853002)

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