3 citations · 7 across the 6 of their papers we have counts for
6 papers
Inter-Feature-Map Differential Coding of Surveillance Video
Kei Iino, Miho Takahashi, Hiroshi Watanabe +5
In Collaborative Intelligence, a deep neural network (DNN) is partitioned and deployed at the edge and the cloud for bandwidth saving and system optimization. When a model input is…
Image Coding for Machines with Object Region Learning
Takahiro Shindo, Taiju Watanabe, Kein Yamada +1
Compression technology is essential for efficient image transmission and storage. With the rapid advances in deep learning, images are beginning to be used for image recognition as…
Phase Repair for Time-Domain Convolutional Neural Networks in Music Super-Resolution
Yenan Zhang, Guilly Kolkman, Hiroshi Watanabe
Audio Super-Resolution (SR) is an important topic as low-resolution recordings are ubiquitous in daily life. In this paper, we focus on the music SR task, which is challenging due…
VVC Extension Scheme for Object Detection Using Contrast Reduction
Takahiro Shindo, Taiju Watanabe, Kein Yamada +1
In recent years, video analysis using Artificial Intelligence (AI) has been widely used, due to the remarkable development of image recognition technology using deep learning. In 2…
Accuracy Improvement of Object Detection in VVC Coded Video Using YOLO-v7 Features
Takahiro Shindo, Taiju Watanabe, Kein Yamada +1
With advances in image recognition technology based on deep learning, automatic video analysis by Artificial Intelligence is becoming more widespread. As the amount of video used f…
Capsule GAN Using Capsule Network for Generator Architecture
Kanako Marusaki, Hiroshi Watanabe
This paper presents Capsule GAN, a Generative adversarial network using Capsule Network not only in the discriminator but also in the generator. Recently, Generative adversarial ne…