Sparse Sequential Generalization of K-means for dictionary training on noisy signals

Sparse Sequential Generalization of K-means for dictionary training on noisy signals

Noise incursion is an inherent problem in dictionary training on noisy samples. Therefore, enforcing a structural constrain on the dictionary will be useful for a stable dictionary training. Recently, a sparse dictionary with predefined sparsity has been proposed as a structural constraint. However,...

Saved in:

書目詳細資料
Main Authors:	Sahoo, Sujit Kumar, Makur, Anamitra
其他作者:	School of Electrical and Electronic Engineering
格式:	Article
語言:	English
出版:	2017
主題:	Denoising Sparse representation
在線閱讀:	https://hdl.handle.net/10356/82295 http://hdl.handle.net/10220/43516
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!

相似書籍

Dictionary training for sparse representation as generalization of K-means clustering
由: Sahoo, Sujit Kumar, et al.
出版: (2013)

Image recovery via transform learning and low-rank modeling: the power of complementary regularizers
由: Wen, Bihan, et al.
出版: (2022)

Forward basis selection for pursuing sparse representations over a dictionary
由: Yuan, X.-T., et al.
出版: (2014)

Sparse representation classifier steered discriminative projection
由: Yang, J., et al.
出版: (2014)

Fast sparsity-based orthogonal dictionary learning for image restoration
由: Bao, C., et al.
出版: (2014)

Towards robust deconvolution of low-dose perfusion CT: Sparse perfusion deconvolution using online dictionary learning
由: Fang R., et al.
出版: (2018)

Robust object tracking with online multi-lifespan dictionary learning
由: Xing, J., et al.
出版: (2014)

Robust image analysis with sparse representation on quantized visual features
由: Bao, B.-K., et al.
出版: (2014)

Greedy Pursuits Assisted Basis Pursuit for reconstruction of joint-sparse signals
由: Narayanan, Sathiya, et al.
出版: (2017)

Visual classification with multitask joint sparse representation
由: Yuan, X.-T., et al.
出版: (2014)

Dictionary learning with structured noise
由: ZHOU, Pan, et al.
出版: (2018)

Enhancing image denoising by controlling noise incursion in learned dictionaries
由: Anamitra Makur (EEE), et al.
出版: (2015)

Sparse-representation-based graph embedding for traffic sign recognition
由: Lu, K., et al.
出版: (2014)

Self learning classification for degraded document images by sparse representation
由: Su, B., et al.
出版: (2014)

Modeling sparse graph sequences and signals using generalized graphons
由: Ji, Feng, et al.
出版: (2025)

Rate-distortion optimized sparse coding with ordered dictionary for image set compression
由: Zhang, Xinfeng, et al.
出版: (2020)

Structured Bayesian learning for recovery of clustered sparse signal
由: Wang, Lu, et al.
出版: (2022)

Image Denoising Via L1 Norm Regularization Over Adaptive Dictionary
由: HUANG XINHAI
出版: (2012)

Sparse representation classifier steered discriminative projection with applications to face recognition
由: Yang, J., et al.
出版: (2014)

Leveraging human fixations in sparse coding: Learning a discriminative dictionary for saliency prediction
由: Jiang, M., et al.
出版: (2014)

Dictionary Pair Learning on Grassmann Manifolds for Image Denoising
由: ZENG, Xianhua, et al.
出版: (2015)

3D point cloud attribute compression using geometry-guided sparse representation
由: Gu, Shuai, et al.
出版: (2021)

Robust visual tracking via structured multi-task sparse learning
由: Zhang, T., et al.
出版: (2013)

Image collection summarization via dictionary learning for sparse representation
由: YANG, Chunlei, et al.
出版: (2013)

Bilevel model-based discriminative dictionary learning for recognition
由: ZHOU, Pan, et al.
出版: (2016)

Variational Bayesian Sparse Signal Recovery With LSM Prior
由: Zhang, Shuanghui, et al.
出版: (2017)

Signal recovery from random measurements via extended orthogonal matching pursuit
由: Sahoo, Sujit Kumar, et al.
出版: (2015)

Scalable image retrieval by sparse product quantization
由: NING, Qingqun, et al.
出版: (2017)

Supervised trace lasso for robust face recognition
由: Lai, Jian, et al.
出版: (2016)

Systems of imprimitivity for the Clifford group
由: Appleby, D.M., et al.
出版: (2014)

Alternative to extended block sparse Bayesian learning and its relation to pattern-coupled sparse Bayesian learning
由: Wang, Lu, et al.
出版: (2020)

A novel image tag saliency ranking algorithm based on sparse representation
由: Wang, C., et al.
出版: (2014)

Impulsive noise reduction for transient Earth voltage-based partial discharge using Wavelet-entropy
由: Luo, Guomin, et al.
出版: (2016)

Sparse signal processing and compressed sensing recovery
由: Sujit Kumar Sahoo
出版: (2014)

Slice-based online convolutional dictionary learning
由: Zeng, Yijie, et al.
出版: (2022)

Enhancement and bias removal of optical coherence tomography images: An iterative approach with adaptive bilateral filtering
由: Palanisamy, P., et al.
出版: (2017)

Multi-Task low-rank and sparse matrix recovery for human motion segmentation
由: Wang, X., et al.
出版: (2014)

Towards a robust sparse data representation in wireless sensor networks
由: MOHAMMAD, Abu Alsheik, et al.
出版: (2015)

Sequential independent component analysis for cutting forces de-noising in micro-machining tool condition monitoring
由: Zhu, K., et al.
出版: (2014)

Representation recovery via L₁-norm minimization with corrupted data
由: Chai, Woon Huei, et al.
出版: (2022)