User profiles for Kittikhun Thongkanchorn

Kittikhun Thongkanchorn

Faculty of Information and Communication Technology, Mahidol University
Verified email at mahidol.ac.th
Cited by 200

Evaluation studies of three intrusion detection systems under various attacks and rule sets

K Thongkanchorn, S Ngamsuriyaroj… - … Conference of IEEE …, 2013 - ieeexplore.ieee.org
This paper investigates the performance and the detection accuracy of three popular open-source
intrusion detection systems: Snort, Suricata and Bro. We evaluate all systems using …

Breakthrough conventional based approach for dog breed classification using CNN with transfer learning

P Borwarnginn, K Thongkanchorn… - 2019 11th …, 2019 - ieeexplore.ieee.org
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 Rabies, …

Thai character segmentation in handwriting images using four directional depth first search

K Thongkanchorn… - 2019 11th …, 2019 - ieeexplore.ieee.org
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 segmenting the hand-writing …

Knowing your dog breed: identifying a dog breed with deep learning

…, S Karnjanapreechakorn, K Thongkanchorn - International Journal of …, 2021 - Springer
Dog breed identification is essential for many reasons, particularly for understanding individual
breeds’ conditions, health concerns, interaction behavior, and natural instinct. This paper …

Encoder-decoder network with RMP for tongue segmentation

…, S Karnjanapreechakorn, K Thongkanchorn… - Medical & Biological …, 2023 - Springer
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 tongue region, the tongue …

Automated tongue segmentation using deep encoder-decoder model

…, T Imaromkul, K Aukkapinyo, K Thongkanchorn… - Multimedia Tools and …, 2023 - Springer
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 encoder-decoder …

Cattle AutoID: Biometric for Cattle Identification: Cattle AutoID

…, O Narayan, K Thongkanchorn… - Proceedings of the 8th …, 2023 - dl.acm.org
Existing solutions of animal identification (ie, cattle in this research project) are based on
RFID, ear tag, and microchip. However, they are facing with difficulties of high cost, dislodged …

Automatic classification of mangosteens and ripe status in images using deep learning based approaches

…, T Imaromkul, K Aukkapinyo, K Thongkanchorn… - Multimedia Tools and …, 2024 - Springer
After the mangosteen-harvest, it is necessary to process a grading assessment which contains
a key step of classifying a ripe status. This paper aims to develop an automatic solution to …

Instance-Based Learning for Blood Vessel Segmentation in Retinal Images

K Thongkanchorn - … Technology 2019: Proceedings of the 15th …, 2019 - books.google.com
Diabetic retinopathy is a fatal disease that affects the majority of those who have diabetes
for a period of time. It could lead to a blindness in the end. Therefore, it is important to detect …

Biometric for cattle identification using muzzle patterns

…, N Suksriupatham, K Thongkanchorn - … journal of pattern …, 2020 - World Scientific
Similar to human biometrics such as faces and fingerprints, animals also have biometrics for
individual identifiers. This research paper works on biometrics of cattle using images of …