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   Articles with "counting network" as a keyword



HA-CCN: Hierarchical Attention-Based Crowd Counting Network

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recommendations! Published in 2020 at "IEEE Transactions on Image Processing"

DOI: 10.1109/tip.2019.2928634

Abstract: Single image-based crowd counting has recently witnessed increased focus, but many leading methods are far from optimal, especially in highly congested scenes. In this paper, we present the Hierarchical Attention-based Crowd Counting Network (HA-CCN) that… read more here.

Keywords: hierarchical attention; counting network; attention; based crowd ... See more keywords

FSSCaps-DetCountNet: fuzzy soft sets and CapsNet-based detection and counting network for monitoring animals from aerial images

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recommendations! Published in 2020 at "Journal of Applied Remote Sensing"

DOI: 10.1117/1.jrs.14.026521

Abstract: Abstract. With the advances in remote sensing, wild animals sprawling over a vast area can be easily and quickly captured using low-cost unmanned aerial vehicle imagery. We propose an aerial animal detection and counting network… read more here.

Keywords: counting network; detection counting; fsscaps detcountnet; aerial images ... See more keywords

SPCN: An Innovative Soybean Pod Counting Network Based on HDC Strategy and Attention Mechanism

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recommendations! Published in 2024 at "Agriculture"

DOI: 10.3390/agriculture14081347

Abstract: Soybean pod count is a crucial aspect of soybean plant phenotyping, offering valuable reference information for breeding and planting management. Traditional manual counting methods are not only costly but also prone to errors. Existing detection-based… read more here.

Keywords: pod counting; soybean; hdc strategy; counting network ... See more keywords

Hybrid Swin-CSRNet: A Novel and Efficient Fish Counting Network in Aquaculture

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recommendations! Published in 2024 at "Journal of Marine Science and Engineering"

DOI: 10.3390/jmse12101823

Abstract: Real-time estimation of fish biomass plays a crucial role in real-world fishery production, as it helps formulate feeding strategies and other management decisions. In this paper, a dense fish counting network called Swin-CSRNet is proposed.… read more here.

Keywords: fish counting; swin csrnet; counting network; csrnet ... See more keywords