DT-CNN: An energy-efficient dilated and transposed convolutional neural network processor for region of interest based image segmentation

D Im, D Han, S Choi, S Kang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
An energy-efficient convolutional neural network (CNN) processor is proposed for real-time
image segmentation on mobile devices. The proposed processor utilizes Region of Interest …

Fashion recommendations through cross-media information retrieval

W Zhou, PY Mok, Y Zhou, Y Zhou, J Shen, Q Qu… - Journal of Visual …, 2019 - Elsevier
Fashion recommendation has attracted much attention given its ready applications to e-
commerce. Traditional methods usually recommend clothing products to users on the basis …

A 1.15 TOPS/W energy-efficient capsule network accelerator for real-time 3D point cloud segmentation in mobile environment

G Park, D Im, D Han, HJ Yoo - IEEE Transactions on Circuits …, 2020 - ieeexplore.ieee.org
An energy-efficient capsule network accelerator is proposed for real-time 3D point cloud
segmentation in mobile devices. The proposed accelerator adopts the pipelined …

Human part segmentation in depth images with annotated part positions

A Hynes, S Czarnuch - Sensors, 2018 - mdpi.com
We present a method of segmenting human parts in depth images, when provided the
image positions of the body parts. The goal is to facilitate per-pixel labelling of large datasets …

Human joint angle estimation and gesture recognition for assistive robotic vision

A Guler, N Kardaris, S Chandra, V Pitsikalis… - … October 8-10 and 15-16 …, 2016 - Springer
We explore new directions for automatic human gesture recognition and human joint angle
estimation as applied for human-robot interaction in the context of an actual challenging task …

Real-time end-effector motion behavior planning approach using on-line point-cloud data towards a user adaptive assistive bath robot

AC Dometios, XS Papageorgiou… - 2017 IEEE/RSJ …, 2017 - ieeexplore.ieee.org
Elderly people have particular needs in performing bathing activities, since these tasks
require body flexibility. Our aim is to build an assistive robotic bath system, in order to …

REBOA Zone Estimation from the Body Surface Using Semantic Segmentation

T Takata, K Yamada, M Yamamoto, H Kondo - Journal of Medical Systems, 2023 - Springer
Resuscitative endovascular balloon occlusion of the aorta (REBOA) is an endovascular
procedure for hemorrhage control. In REBOA, the balloon must be placed in the precise …

Comparative study of human skin detection using object detection based on transfer learning

P Li, H Yu, S Li, P Xu - Applied Artificial Intelligence, 2021 - Taylor & Francis
With the increasing aging of the population, the design of automatic bath robot has the
forward-looking significance. The robot needs to detect the skin position, so as to perform …

RETRACTED ARTICLE: Multimedia based intelligent network big data optimization model

L Tai, L Li, J Du - Multimedia Tools and Applications, 2019 - Springer
The data of a city space is very large. In the city, there are tens of the thousands of sensors of
video, audio and image at the same time. Real-time communication and reception of …

Real-time human segmentation from RGB-D video sequence based on adaptive geodesic distance computation

YS Kim, JC Yoon, IK Lee - Multimedia Tools and Applications, 2019 - Springer
In this paper, we propose a method for extracting humans in the foreground of video frames
using color and depth information. To ensure real-time performance and to increase …