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检索条件"机构=Multimedia Data Analytic and Processing Research Unit"
31 条 记 录,以下是11-20 订阅
排序:
Compressed Image Super Resolution using Convolutional Neural Network  38
Compressed Image Super Resolution using Convolutional Neural...
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38th IEEE Region 10 Conference, TENCON 2023
作者: Tun, Ei Ei Konkitkriengkrai, Aktanin Ruangsang, Watchara Aramvith, Supavadee Chulalongkorn University Faculty of Engineering Department of Electrical Engineering Bangkok10330 Thailand Chulalongkorn University Multimedia Data Analytics and Processing Research Unit Faculty of Engineering Department of Electrical Engineering Bangkok10330 Thailand
Image compression is a topic of significant interest as it reduces file sizes in stored data. In this paper, we propose a model that achieves multiple levels of compression, thereby minimizing the storage space requir... 详细信息
来源: 评论
Enhancing Visual Fidelity in Unpaired Night-to-Day Image Translation through a Perceptual Quality Focused Training Objective  7
Enhancing Visual Fidelity in Unpaired Night-to-Day Image Tra...
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7th SLAAI - International Conference on Artificial Intelligence, SLAAI-ICAI 2023
作者: Lakmal, H.K.I.S. Dissanayake, Maheshi B. Aramvith, Supavadee University of Peradeniya Faculty of Engineering Dept. of Electrical and Electronic Engineering Peradeniya Sri Lanka Chulalongkorn University Multimedia Data Analytics and Processing Research Unit Dept. of Electrical Engineering Bangkok Thailand
Nighttime driving poses visibility challenges, but image translation methods can help by transforming night images into day-like scenes. The Cycle-GAN is a versatile unpaired image translation model which can easily b... 详细信息
来源: 评论
Combined Channel and Spatial Attention-Based Stereo Endoscopic Image Super-Resolution  38
Combined Channel and Spatial Attention-Based Stereo Endoscop...
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38th IEEE Region 10 Conference, TENCON 2023
作者: Hayat, Mansoor Armvith, Supavadee Achakulvisut, Titipat Chulalongkorn University Department of Electrical Engineering Bangkok Thailand Chulalongkorn University Multimedia Data Analytics and Processing Research Unit Department of Electrical Engineering Bangkok Thailand Mahidol University Department of Biomedical Engineering Bangkok Thailand
Stereo Imaging technology integration into medical diagnostics and surgeries brings a great revolution in the field of medical sciences. Now, surgeons and physicians have better insight into the anatomy of patients... 详细信息
来源: 评论
Estimation of Eucalyptus DBH from UAV-LiDAR data Utilizing Advanced Point Cloud processing Techniques  9
Estimation of Eucalyptus DBH from UAV-LiDAR Data Utilizing A...
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9th International Conference on Business and Industrial research, ICBIR 2024
作者: Dangrungroj, Peerapong Udompitaksook, Monton Intarasuk, Natapong Pluempitiwiriyawej, Charnchai Silawan, Teerapol Laboratory Department of Electrical Engineering Bangkok Thailand Sky Visual Imaging Venture Co. Ltd Bangkok Thailand Chulalongkorn University Multimedia Data Analytics and Processing Research Unit Department of Electrical Engineering Bangkok Thailand
The Diameter at Breast Height (DBH) measurements are essential for forest management and carbon absorption estimation in environmental challenges. Traditional DBH measurements require more precision and efficiency, es... 详细信息
来源: 评论
2D T1-Weighted CE MRI Images Classification with Hybrid Channel Attention Block enhanced VGG-16 and MobileNet
2D T1-Weighted CE MRI Images Classification with Hybrid Chan...
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Humanitarian Technology Conference (KHI-HTC), IEEE Karachi Section
作者: Mohammad Jawad Fareed Charnchai Pluempitiwiriyawej Ghulam Murtaza Department of Electircal Engineering Multimedia Data Analytics and Processing Research Unit Chulalongkorn University Bangkok Thailand
Motivated by the imperative need for precise and swift classification of brain tumors depicted in MRI images, this study unveils a novel classification network tailored explicitly for this task. Existing lightweight m...
来源: 评论
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International Conference on Applied Intelligence and Sustain...
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International Conference on Applied Intelligence and Sustainable Computing, ICAISC 2023 2023年
作者: Aramvith, Supavadee Electrical Engineering Chulalongkorn University India Internationalization Head Multimedia Data Analytics and Processing Research Unit Thailand
来源: 评论
Efficient Deep Attentive Pixels Network in Face Super-Resolution at Scale Factor of 16
Efficient Deep Attentive Pixels Network in Face Super-Resolu...
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International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, ECTI-CON
作者: Hein Htet Aung Supavadee Aramvith Department of Electrical Engineering Multimedia Data Analytics and Processing Research Unit Faculty of Engineering Chulalongkorn University Bangkok Thailand
Nowadays, Face Super-Resolution (FSR) models utilize the fusion approach, which combines the attention technique with the super-resolution network. The fusion approach has been proposed and solves the problem of FSR. ...
来源: 评论
Enhanced Cross-Modality MRI Segmentation Using Dilated Convolutions and Multi-Scale Gradient Map  28
Enhanced Cross-Modality MRI Segmentation Using Dilated Convo...
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28th International Computer Science and Engineering Conference, ICSEC 2024
作者: Murtaza, Ghulam Pluempitiwiriyawej, Charnchai Wangsiripitak, Somkiat Fareed, Mohammad Jawad Khalid, Mudassar Chulalongkorn University Department of Electrical Engineering Bangkok Thailand Chulalongkorn University Multimedia Data Analytics and Processing Research Unit Department of Electrical Engineering Bangkok Thailand King Mongkut's Insittute of Technology Machine Intelligence and Vision Laboratory School of Information Technology Ladkrabang Thailand
In recent years, convolutional neural networks have significantly advanced image segmentation, particularly for brain images, where important edge features are automatically found. However, accurate segmentation of tu... 详细信息
来源: 评论
Non-Local Technique on Deep Attentive Face Super-Resolution Network
Non-Local Technique on Deep Attentive Face Super-Resolution ...
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International Symposium on Communications and Information Technologies (ISCIT)
作者: Amir Hajian Hein Htet Aung Watchara Ruangsang Sovann Chen Supavadee Aramvith Department of Electrical Engineering Chulalongkorn University Bangkok Thailand Multimedia Data Analytics and Processing Research Unit Chulalongkorn University Bangkok Thailand
Recent Face Super-resolution (FSR) based on iterative collaboration between facial image recovery network and landmark estimation has succeeded in super-resolving facial images. However, the existing noise in coarse f...
来源: 评论
An Advanced Features Extraction Module for Remote Sensing Image Super-Resolution
An Advanced Features Extraction Module for Remote Sensing Im...
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International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, ECTI-CON
作者: Naveed Sultan Amir Hajian Supavadee Aramvith Department of Electrical Engineering Chulalongkorn University Bangkok Thailand Department of Electrical Engineering Multimedia Data Analytics and Processing Research Unit Chulalongkorn University Bangkok Thailand
In recent years, convolutional neural networks (CNNs) have achieved remarkable advancement in the field of remote sensing image super-resolution due to the complexity and variability of textures and structures in remo... 详细信息
来源: 评论