Výsledky vyhledávání - Multimodal image coding

Click Prediction for Web Image Reranking Using Multimodal Sparse Coding Autor Yu, Jun, Rui, Yong, Tao, Dacheng

“…Image reranking is effective for improving the performance of a text-based image search…”
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Coupled Feature Learning Via Structured Convolutional Sparse Coding for Multimodal Image Fusion Autor Veshki, Farshad G., Vorobyov, Sergiy A.

“…A novel method for learning correlated features in multimodal images based on convolutional sparse coding with applications to image fusion is presented…”
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Convolutional Analysis Sparse Coding for Multimodal Image Super-Resolution Autor Kumar, Kriti, Majumdar, Angshul, Kumar, A. Anil, Chandra, M. Girish

“…With multimodal imaging systems in place, recent research focus has been directed toward exploiting the knowledge from different imaging modalities to solve inverse problems, one example being image…”
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Multimodal image enhancement using convolutional sparse coding Autor Ahmed, Awais, Kun, She, Ahmed, Junaid, Hayat, Shaukat, Khan, Abdullah Aman

“…This paper proposes a wavelet domain-based method for multispectral image super-resolution…”
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Lossless Coding of Multimodal Image Pairs Based on Image-To-Image Translation Autor Parracho, Joao O., Thomaz, Lucas A., Tavora, Luis M. N., Assuncao, Pedro A. A., Faria, Sergio M. M.

“…Multimodal image coding often uses standard encoding algorithms, which do not exploit multimodality characteristics…”
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Enhanced Residue Prediction for Lossless Coding of Multimodal Image Pairs Based on Image-to-Image Translation Autor Nicolau, Daniel S., Parracho, Joao O., Thomaz, Lucas A., Tavora, Luis M. N., Faria, Sergio M. M.

“… In this paper, a novel lossless multimodal prediction module is introduced. The proposed method employs a deep learning-based approach with Image-to-Image translation for the purpose of joint coding of Positron Emission Tomography (PET…”
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Image Reranking Using Multimodal Sparse Coding Autor Aiman, Mohammadi, Fatima, Ruksar

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Multimodal Medical Image Protection Algorithm Based on Genetic Coding and Coupled Hyperchaotic Mapping Autor CHANG Ruiyun, FENG Xiufang, ZHANG Hao

“…[Purposes] In order to ensure the security of multimodal medical images, a multimodal medical image protection algorithm based on genetic coding and coupled hyperchaotic mapping is proposed. [Methods…”
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Learned Multimodal Convolutional Sparse Coding for Guided Image Super-Resolution Autor Marivani, Iman, Tsiligianni, Evaggelia, Cornelis, Bruno, Deligiannis, Nikos

“… In this paper, we design a multimodal deep learning architecture for guided image super-resolution, which refers to the problem of super-resolving a low-resolution image with the aid of a high…”
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Unsupervised Change Detection for Multimodal Remote Sensing Images via Coupled Dictionary Learning and Sparse Coding Autor Ferraris, Vinicius, Dobigeon, Nicolas, Cavalcanti, Yanna, Oberlin, Thomas, Chabert, Marie

“…Archetypal scenarios for change detection generally consider two images acquired through sensors of the same modality…”
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Sparse Multi-Modal Topical Coding for Image Annotation Autor Song, Lingyun, Luo, Minnan, Liu, Jun, Zhang, Lingling, Qian, Buyue, Li, Max Haifei, Zheng, Qinghua

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Convolutional Neural Network-Based Fractal Coding Method for Image Translation in Multimodal Change Detection Autor Radoi, Anamaria, Unsalan, Melisa

“… of missing important events. In this paper, we propose an image translation method between the pre-event and post-event modalities that is based on a modified fractal coding technique that determines a dictionary of locations…”
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Interpretable Multi-modal Image Registration Network Based on Disentangled Convolutional Sparse Coding Autor Deng, Xin, Liu, Enpeng, Li, Shengxi, Duan, Yiping, Xu, Mai

“… In this paper, we first model the multi-modal image registration problem as a disentangled convolutional sparse coding (DCSC) model…”
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A Fault Diagnosis Method of Ball Screw Based on Image Coding and Multi-modal Feature Fusion Autor Niu, Jun, Lv, Kaibo, Zan, Fujie

“… Currently, the primary challenges in fault diagnosis include difficulties in extracting nonlinear features from vibration signals and insufficient fusion of multimodal information…”
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Automatic Brain Tumor Segmentation from MR Images via a Multimodal Sparse Coding Based Probabilistic Model Autor Yuhong Li, Qi Dou, Jinze Yu, Fucang Jia, Jing Qin, Pheng-Ann Heng

“…Accurate segmentation of brain tumor from MR image is crucial for the diagnosis and treatment of brain cancer…”
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Designing CNNs for Multimodal Image Restoration and Fusion via Unfolding the Method of Multipliers Autor Marivani, Iman, Tsiligianni, Evaggelia, Cornelis, Bruno, Deligiannis, Nikos

“…Multimodal, alias, guided, image restoration is the reconstruction of a degraded image from a target modality with the aid of a high quality image from another modality…”
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Joint Coding of Multimodal Biomedical Images Using Convolutional Neural Networks Autor Parracho, João Oliveira

“…Atualmente, o grande volume de dados gerados por tecnologias suportadas em imagens médicas com diferentes modalidades, coloca problemas na gestão desse tipo de…”
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Exploring Multimodal Knowledge for Image Compression via Large Foundation Models Autor Gao, Junlong, Huang, Zhimeng, Mao, Qi, Ma, Siwei, Jia, Chuanmin

“… In this work, we aim to harness multimodal knowledge into ultra-low bitrate compression and propose Multimodal Knowledge-aware Image Compression (MKIC…”
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Joint Image Super-Resolution Via Recurrent Convolutional Neural Networks With Coupled Sparse Priors Autor Marivani, Iman, Tsiligianni, Evaggelia, Cornelis, Bruno, Deligiannis, Nikos

“… Our network fuses representations of the two image modalities at input layers using a learned multimodal convolutional sparse coding network…”
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Multimodal Distillation Pre-Training Model for Ultrasound Dynamic Images Annotation Autor Chen, Xiaojun, Ke, Jia, Zhang, Yaning, Gou, Jianping, Shen, Anna, Wan, Shaohua

“… For this reason, this paper proposes a pre-training model of multimodal distillation and fusion coding for processing the semantic relationship between ultra…”
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