Search Results - "Borwarnginn, Punyanuch"
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1
Knowing Your Dog Breed: Identifying a Dog Breed with Deep Learning
Published in International journal of automation and computing (01-02-2021)“…Dog breed identification is essential for many reasons, particularly for understanding individual breeds’ conditions, health concerns, interaction behavior,…”
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Journal Article -
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Predicting river water height using deep learning-based features
Published in ICT express (01-12-2022)“…The paper presents the river height prediction model using real-world historical sensor data such as rainfall, cumulative rainfall, and river water heights…”
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Journal Article -
3
Encoder-decoder network with RMP for tongue segmentation
Published in Medical & biological engineering & computing (01-05-2023)“…Tongue and its movements can be used for several medical-related tasks, such as identifying a disease and tracking a rehabilitation. To be able to focus on a…”
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Journal Article -
4
COVID-19 detection and heatmap generation in chest x-ray images
Published in Journal of medical imaging (Bellingham, Wash.) (01-01-2021)“…The outbreak of COVID-19 or coronavirus was first reported in 2019. It has widely and rapidly spread around the world. The detection of COVID-19 cases is one…”
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Journal Article -
5
Automated tongue segmentation using deep encoder-decoder model
Published in Multimedia tools and applications (01-10-2023)“…This paper proposes a solution of tongue segmentation in images. The solution relies on a convolutional neural network, using deep U-Net with deep layers of…”
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Journal Article -
6
Segmenting Snow Scene from CCTV using Deep Learning Approach
Published in ECTI Transactions on Computer and Information Technology (13-03-2020)“…Recently, data from many sensors has been used in a disaster monitoring of things, such as river wa- ter levels, rainfall levels, and snowfall levels. These…”
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Journal Article -
7
Breakthrough Conventional Based Approach for Dog Breed Classification Using CNN with Transfer Learning
Published in 2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE) (01-10-2019)“…Dogs are one of the most common domestic animals. Due to a large number of dogs, there are several issues such as population control, decrease outbreak such as…”
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Conference Proceeding -
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Water Level Detection from CCTV Cameras using a Deep Learning Approach
Published in 2020 IEEE REGION 10 CONFERENCE (TENCON) (16-11-2020)“…Natural disasters are a global problem that causes widespread losses and damage. A system to provide timely information is required in order to help reduce…”
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Conference Proceeding -
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Thai Character Segmentation in Handwriting Images using Four Directional Depth First Search
Published in 2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE) (01-10-2019)“…One of the key processes for converting handwriting images into digital texts is the character segmentation. It is very challenge especially for the case of…”
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Conference Proceeding -
10
Snow Scene Segmentation Using CNN-Based Approach With Transfer Learning
Published in 2019 16th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON) (01-07-2019)“…Images from CCTV cameras can be used for analyzing disaster situations in a particular area. Snowfall is one of the weather conditions that could cause natural…”
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Conference Proceeding