10 citations · 11 across the 5 of their papers we have counts for
5 papers
Visual-based Positioning and Pose Estimation
Somnuk Phon-Amnuaisuk, Ken T. Murata, La-Or Kovavisaruch +3
Recent advances in deep learning and computer vision offer an excellent opportunity to investigate high-level visual analysis tasks such as human localization and human pose estima…
Exploring Graph Representation of Chorales
Somnuk Phon-Amnuaisuk
This work explores areas overlapping music, graph theory, and machine learning. An embedding representation of a node, in a weighted undirected graph , is a representa…
Image Synthesis and Style Transfer
Somnuk Phon-Amnuaisuk
Affine transformation, layer blending, and artistic filters are popular processes that graphic designers employ to transform pixels of an image to create a desired effect. Here, we…
Exploring the Applications of Faster R-CNN and Single-Shot Multi-box Detection in a Smart Nursery Domain
Somnuk Phon-Amnuaisuk, Ken T. Murata, Praphan Pavarangkoon +2
The ultimate goal of a baby detection task concerns detecting the presence of a baby and other objects in a sequence of 2D images, tracking them and understanding the semantic cont…
Learning to Play Pong using Policy Gradient Learning
Somnuk Phon-Amnuaisuk
Activities in reinforcement learning (RL) revolve around learning the Markov decision process (MDP) model, in particular, the following parameters: state values, V; state-action va…