Automatic Detection of Rice Disease in Images of Various Leaf Sizes

no code implementations • 15 Jun 2022 • Kantip Kiratiratanapruk, Pitchayagan Temniranrat, Wasin Sinthupinyo, Sanparith Marukatat, Sujin Patarapuwadol

To solve this problem, we presented a technique combining a CNN object detection with image tiling technique, based on automatically estimated width size of rice leaves in the images as a size reference for dividing the original input image.

Disease Prediction object-detection +1

Automatic Lung Cancer Prediction from Chest X-ray Images Using Deep Learning Approach

no code implementations • 31 Aug 2018 • Worawate Ausawalaithong, Sanparith Marukatat, Arjaree Thirach, Theerawit Wilaiprasitporn

al., along with the transfer learning scheme was explored as a means to classify lung cancer using chest X-ray images.

Computed Tomography (CT) Lung Cancer Diagnosis +2

Counterfactual Mean Embeddings

no code implementations • 22 May 2018 • Krikamol Muandet, Motonobu Kanagawa, Sorawit Saengkyongam, Sanparith Marukatat

In this work, we propose to model counterfactual distributions using a novel Hilbert space representation called counterfactual mean embedding (CME).

counterfactual Counterfactual Inference +4

Automatic Training Data Synthesis for Handwriting Recognition Using the Structural Crossing-Over Technique

no code implementations • 9 Oct 2014 • Sirisak Visessenee, Sanparith Marukatat, Rachada Kongkachandra

The experiments are set to compare the performances of tangent-based affine transformation and the proposed approach in terms of the variety of generated characters and percent of recognition errors.

Handwriting Recognition