Výsledky vyhledávání - "Encoder-Decoder architectures"

FADE: A Task-Agnostic Upsampling Operator for Encoder–Decoder Architectures Autor Lu, Hao, Liu, Wenze, Fu, Hongtao, Cao, Zhiguo

“…The goal of this work is to develop a task-agnostic feature upsampling operator for dense prediction where the operator is required to facilitate not only…”
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Semantic road segmentation using encoder-decoder architectures Autor Latsaheb, Burhanuddin, Sharma, Sanjeev, Hasija, Sanskar

“… This paper proposes various models for road segmentation, employing an encoder-decoder architecture for fully automatic segmentation of road areas…”
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Convolutional neural network based encoder-decoder architectures for semantic segmentation of plants Autor Kolhar, Shrikrishna, Jagtap, Jayant

“…Recent advancements in the area of computer vision-based plant phenotyping are playing an important role, in determining the quantitative phenotypes of plants,…”
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Towards bi-directional skip connections in encoder-decoder architectures and beyond Autor Xiang, Tiange, Zhang, Chaoyi, Wang, Xinyi, Song, Yang, Liu, Dongnan, Huang, Heng, Cai, Weidong

“…•We propose bi-directional skip connections in encoder-decoder architectures for an iterative aggregation of encoded and decoded features…”
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Encoder-Decoder Architectures based Video Summarization using Key-Shot Selection Model Autor Yashwanth, Kolli, Soni, Badal

“…With the exponential growth of video data, video summarization has become a challenging task. In this article, we propose a deep learning framework for video…”
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Automated pancreatic mass segmentation in computer tomography images using a voting ensemble method based on encoder-decoder architectures Autor Araújo, Alexandre de Carvalho, de Almeida, João Dallyson Sousa, de Paiva, Anselmo Cardoso, Júnior, Geraldo Braz

“…Pancreatic cancer poses significant challenges in early diagnosis, with a high mortality rate of 98%, and is responsible for 4.7% of cancer deaths. Early…”
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Encoder-Decoder Architectures for Generating Questions Autor Singh, Jaspreet, Sharma, Yashvardhan

“… Here in this study various encoder decoder architectures for generating questions from text inputs have been explored using…”
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Content-aware sentiment understanding: cross-modal analysis with encoder-decoder architectures Autor Pakdaman, Zahra, Koochari, Abbas, Sharifi, Arash

“… Using the Swin Transformer-GPT-2 (encoder-decoder) architecture, captions are generated for image analysis…”
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Encoder-Decoder Architectures for Crack Detection on Surfaces: A Deep Learning Approach Autor Sakshi, Vijay, Richa, Lodhi, Sachin, Noonia, Ajit, Berar, Gagandeep, Kumar, Ajay

“…The building and maintenance of structures like roads, expressways, buildings, skyscrapers, and so forth requires a sizable workforce as well as a sizable…”
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A comprehensive review on encoder–decoder architectures in ECG signal compression and denoising: opportunities, challenges, and prospects Autor Das, Maumita, Sahana, Bikash Chandra

“…Purpose Cardiovascular disease diagnosis relies on the accurate interpretation of electrocardiogram (ECG) signals, which are sensitive to noise and artifacts…”
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The Importance Of Skip Connections In Encoder-Decoder Architectures For Colorectal Polyp Detection Autor Mulliqi, Nita, Yildirim, Sule, Mohammed, Ahmed, Ahmedi, Lule, Wang, Hao, Elezaj, Ogerta, Hovde, Oistein

“…Accurate polyp detection during the colonoscopy procedure impacts colorectal cancer prevention and early detection. In this paper, we investigate the influence…”
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Benchmark of Deep Encoder-Decoder Architectures for Head and Neck Tumor Segmentation in Magnetic Resonance Images: Contribution to the HNTSMRG Challenge Autor Wodzinski, Marek

“…Radiation therapy is one of the most frequently applied cancer treatments worldwide, especially in the context of head and neck cancer. Today, MRI-guided…”
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An Hybrid Approach to Improve the Performance of Encoder-Decoder Architectures for Traversability Analysis in Urban Environments Autor Fusaro, Daniel, Olivastri, Emilio, Evangelista, Daniele, Iob, Pietro, Pretto, Alberto

“… This paper proposes a hybrid approach that combines geometric and appearance features for training Deep Encoder-Decoder architectures to detect the traversability score in real urban contexts…”
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Obstacle Segmentation with Encoder-Decoder Architectures in Low Structured Environments for the Navigation of Visually Impaired People Autor Sessner, Julian, Schade, Fabian, Franke, Jorg

“… Based on an extensive dataset of RGB and depth images and the corresponding binary label images, different state-of-the-art encoder-decoder architectures are evaluated on a mobile computing unit…”
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Deep Learning-Based Automated Extraction of Anthropometric Measurements From a Single 3-D Scan Autor Kaashki, Nastaran Nourbakhsh, Hu, Pengpeng, Munteanu, Adrian

“…The appearance of 3-D scanners, generating point clouds, has revolutionized anthropometric data collection systems and their applications. Anthropometric data…”
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Efficient and Lightweight Encoder-Decoder Architectures for Semantic Segmentation Autor Perry, Jonathan

“…Computer Vision has benefited significantly from Deep Learning architectures, such as Convolutional Neural Networks (CNNs). Semantic Segmentation, which is…”
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Crafting Captivating Narratives: Enhancing Image Captioning Through Encoder-Decoder Architectures Autor Arul Mary S A, Sahaaya, Kumar Pandey, Adamya, Jha, Aadarsh, Sharma, Kartikay, Shohel, Mohmad, B, Natarajan

“… The pre-trained VGG-16 model is employed to extract image features, while an innovative encoder-decoder architecture is used to generate descriptive captions…”
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Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation Autor Zhang, Shisheng, Gharleghi, Ramtin, Singh, Sonit, Sowmya, Arcot, Beier, Susann

“…Coronary artery diseases are among the leading causes of mortality worldwide. Timely and accurate diagnosis, facilitated by precise coronary artery…”
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Image Steganography using Encoder - Decoder Architectures Autor Rayana, Agarwal, Vatsa, Gupta, Sumita

“…Network security and data protection lie at the very core of everything technology - from messaging apps to IOT devices. It is fundamental that all users send…”
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Efficient compression of encoder-decoder models for semantic segmentation using the separation index Autor Jamshidi, Movahed, Kalhor, Ahmad, Vahabie, Abdol-Hossein

“…We present a novel approach to compressing encoder–decoder architectures, particularly in semantic segmentation tasks, by leveraging the Separation Index (SI…”
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