Search Results - Multimodal image coding

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

“…Image reranking is effective for improving the performance of a text-based image search…”
Get full text

Coupled Feature Learning Via Structured Convolutional Sparse Coding for Multimodal Image Fusion by 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…”
Get full text

Convolutional Analysis Sparse Coding for Multimodal Image Super-Resolution by 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…”
Get full text

Multimodal image enhancement using convolutional sparse coding by Ahmed, Awais, Kun, She, Ahmed, Junaid, Hayat, Shaukat, Khan, Abdullah Aman

“…This paper proposes a wavelet domain-based method for multispectral image super-resolution…”
Get full text

Lossless Coding of Multimodal Image Pairs Based on Image-To-Image Translation by 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…”
Get full text

Enhanced Residue Prediction for Lossless Coding of Multimodal Image Pairs Based on Image-to-Image Translation by 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…”
Get full text

Image Reranking Using Multimodal Sparse Coding by Aiman, Mohammadi, Fatima, Ruksar

Get full text

Multimodal Medical Image Protection Algorithm Based on Genetic Coding and Coupled Hyperchaotic Mapping by 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…”
Get full text

Learned Multimodal Convolutional Sparse Coding for Guided Image Super-Resolution by 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…”
Get full text

Unsupervised Change Detection for Multimodal Remote Sensing Images via Coupled Dictionary Learning and Sparse Coding by 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…”
Get full text

Sparse Multi-Modal Topical Coding for Image Annotation by Song, Lingyun, Luo, Minnan, Liu, Jun, Zhang, Lingling, Qian, Buyue, Li, Max Haifei, Zheng, Qinghua

Get full text

Convolutional Neural Network-Based Fractal Coding Method for Image Translation in Multimodal Change Detection by 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…”
Get full text

Interpretable Multi-modal Image Registration Network Based on Disentangled Convolutional Sparse Coding by 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…”
Get full text

A Fault Diagnosis Method of Ball Screw Based on Image Coding and Multi-modal Feature Fusion by 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…”
Get full text

Automatic Brain Tumor Segmentation from MR Images via a Multimodal Sparse Coding Based Probabilistic Model by 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…”
Get full text

Designing CNNs for Multimodal Image Restoration and Fusion via Unfolding the Method of Multipliers by 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…”
Get full text

Exploring Multimodal Knowledge for Image Compression via Large Foundation Models by 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…”
Get full text

Joint Image Super-Resolution Via Recurrent Convolutional Neural Networks With Coupled Sparse Priors by 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…”
Get full text

Multimodal Distillation Pre-Training Model for Ultrasound Dynamic Images Annotation by 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…”
Get full text

Single-neuron representations of odours in the human brain by Kehl, Marcel S., Mackay, Sina, Ohla, Kathrin, Schneider, Matthias, Borger, Valeri, Surges, Rainer, Spehr, Marc, Mormann, Florian

“…Olfaction is a fundamental sensory modality that guides animal and human behaviour 1 , 2 . However, the underlying neural processes of human olfaction are…”
Get full text