Suchergebnisse - "parallel encoder"

Simultaneous multiclass retinal lesion segmentation using fully automated RILBP-YNet in diabetic retinopathy von Geetha Pavani, P., Biswal, B., Gandhi, Tapan Kumar

“… •The proposed model, RILBP-YNet (Residual Inception Local Binary Pattern - YNetwork) is implemented for segmenting multiple lesions like Microaneurysms, …”
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Passive Non-Line-of-Sight Imaging with Parallel Encoder von Du, Xiaolong, Geng, Ruixu, Zhang, Jiarui, Chen, Yan, Hu, Yang

“… Passive non-line-of-sight (NLOS) imaging has developed rapidly in recent years. However, existing models generally suffer from low-quality reconstruction due …”
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MCPT: Mixed Convolutional Parallel Transformer for Polarimetric SAR Image Classification von Wang, Wenke, Wang, Jianlong, Lu, Bibo, Liu, Boyuan, Zhang, Yake, Wang, Chunyang

“… Vision transformers (ViT) have the characteristics of massive training data and complex model, which cannot be directly applied to polarimetric synthetic …”
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DB-DCAFN: dual-branch deformable cross-attention fusion network for bacterial segmentation von Wang, Jingkun, Ma, Xinyu, Cao, Long, Leng, Yilin, Li, Zeyi, Cheng, Zihan, Cao, Yuzhu, Huang, Xiaoping, Zheng, Jian

“… Sputum smear tests are critical for the diagnosis of respiratory diseases. Automatic segmentation of bacteria from sputum smear images is important for …”
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Parallel Enhanced DETR: Improving Feature Utilization in Object Detection von Han, Ping, Shi, Jiangyu, Li, Longshuang, Zuo, Huahong

“… Deformable DETR(DEtection TRansformer) has improved object detection performance. However, it still suffers from insufficient utilization of features extracted …”
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A Image Segmentation Network Based on Dual Parallel Encoders von Guo, Qianchen

“… With the advancements in deep learning over recent years, deep learning-driven image processing has achieved remarkable breakthroughs in tasks such as semantic …”
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A Lightweight CNN-Transformer Parallel Fusion Architecture for Accurate Remote Sensing Image Classification von Peng, Jianzhong, Lu, Huimin, Guo, Jianwei, Zhu, Bingxue

“… Remote sensing image classification plays a significant role in urban planning, agricultural monitoring and other areas. However, achieving a lightweight and …”
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DPE-Net: Dual-Parallel Encoder Based Network for Semantic Segmentation of Polyps von Manan, Malik Abdul, Jinchao, Feng, Ahmed, Shahzad, Raheem, Abdul

“… In medical imaging, efficient segmentation of colon polyps plays a pivotal role in minimally invasive solutions for colorectal cancer. This study introduces a …”
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Parallel Transformer-CNN Model for Medical Image Segmentation von Zhou, Mingkun, Nie, Xueyun, Liu, Yuhang, Li, Doudou

“… In recent years, methods based on deep learning have made significant progress in the field of medical image segmentation, especially the method combining …”
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A Low Complexity Parallel QC-LDPC Encoder von Yao, Xiaoxia, Li, Lintao, Liu, Jihong, Li, Qian

“… In this paper, a low complexity parallel QC (quasi-cyclic)-LDPC (low-density parity-check) Codes encoding algorithm and encoder architecture is introduced. In …”
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Designing fault-secure parallel encoders for systematic linear error correcting codes von Piestrak, S.J., Dandache, A., Monteiro, F.

“… We consider the open problem of designing fault-secure parallel encoders for various systematic linear ECC. The main idea relies on generating not only the …”
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10Gb/s orthogonally concatenated BCH encoder for fiber communications von Xinxin Liu, Qingsheng Hu

“… This paper presents a 10Gb/s concatenated BCH encoder of super FEC. The concatenated BCH encoder module contains 32 BCH column encoder groups and 2 BCH row …”
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A Quasi-Parallel Encoder of Quasi-Cyclic LDPC Codes in IEEE 802.16e von Zhuo Ma, Ying Li, Xinmei Wang

“… We present a quasi-parallel LDPC encoder based on the quasi-cyclic characteristic of the parity check matrix of the LDPC code in IEEE 802.16e. A bidirectional …”
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PESO: A Seq2Seq-Based Vessel Trajectory Prediction Method with Parallel Encoders and Ship-Oriented Decoder von Zhang, Yuanben, Han, Zhonghe, Zhou, Xue, Zhang, Lili, Wang, Lei, Zhen, Enqiang, Wang, Sijun, Zhao, Zhihao, Guo, Zhi

“… Vessel trajectory prediction supports navigation services and collision detection. To maintain safety and efficiency in maritime transportation, vessel …”
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Latent Feature Separation and Extraction with Multiple Parallel Encoders for Convolutional Autoencoder von Kim, Jaehyun, Kim, Myungjun, Shin, Hyunjung

“… Much of the real-world image data is unlabeled or mislabeled. Therefore, even if there is no label, if similar images can be grouped together with image data …”
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