Image Reconstruction via Manifold Constrained Convolutional Sparse Coding for Image Sets
Convolution sparse coding (CSC) has attracted much attention recently due to its advantages in image reconstruction and enhancement. However, the coding process suffers from perturbations caused by variations of input samples, as the consistence of features from similar input samples are not well ad...
| Main Authors: | Yang, L., Li, C., Han, J., Chen, C., Ye, Q., Zhang, B., Cao, X., Liu, Wan-Quan |
|---|---|
| Format: | Journal Article |
| Published: |
Institute of Electrical and Electronic Engineers
2017
|
| Online Access: | http://hdl.handle.net/20.500.11937/60242 |
Similar Items
Face recognition based on manifold constrained joint sparse sensing with K-SVD
by: Liu, J., et al.
Published: (2018)
by: Liu, J., et al.
Published: (2018)
Image Splicing Detection With Constrained Convolutional Neural Network
by: Lee, Yang Yang
Published: (2019)
by: Lee, Yang Yang
Published: (2019)
A multilayered convolutional sparse coding framework for modeling of pooling operation of convolution neural networks
by: , Abdul Wahid, et al.
Published: (2019)
by: , Abdul Wahid, et al.
Published: (2019)
Discriminative structure discovery via dimensionality reduction for facial image manifold
by: Chen, X., et al.
Published: (2014)
by: Chen, X., et al.
Published: (2014)
Sparse Subspace Clustering via Group Sparse Coding
by: Budhaditya, S., et al.
Published: (2013)
by: Budhaditya, S., et al.
Published: (2013)
Deep reconstruction models for image set classification
by: Hayat, M., et al.
Published: (2015)
by: Hayat, M., et al.
Published: (2015)
An Alternative Lagrange-Dual based Algorithm for Sparse Signal Reconstruction
by: Wang, Y., et al.
Published: (2011)
by: Wang, Y., et al.
Published: (2011)
The Non-convex Sparse Problem with Nonnegative Constraint for Signal Reconstruction
by: Wang, Y., et al.
Published: (2016)
by: Wang, Y., et al.
Published: (2016)
Learning non-linear reconstruction models for image set classification
by: Hayat, M., et al.
Published: (2014)
by: Hayat, M., et al.
Published: (2014)
Enhanced Semantic Image Segmentation Through Convolutional and Atrous Convolution Techniques
by: Meghana, H.V., et al.
Published: (2024)
by: Meghana, H.V., et al.
Published: (2024)
Sparse representations of image gradient orientations for visual recognition and tracking
by: Tzimiropoulos, Georgios, et al.
Published: (2011)
by: Tzimiropoulos, Georgios, et al.
Published: (2011)
Learning sparse latent representation and distance metric for image retrieval
by: Nguyen, T., et al.
Published: (2013)
by: Nguyen, T., et al.
Published: (2013)
A review of Convolutional Neural Networks in Remote Sensing Image
by: Liu, Xinni, et al.
Published: (2019)
by: Liu, Xinni, et al.
Published: (2019)
Margin preserving projection for image set based face recognition
by: Fan, K., et al.
Published: (2011)
by: Fan, K., et al.
Published: (2011)
Reconstruction of handwritten digit images using autoencoder neural networks
by: C. C., Tan, et al.
Published: (2008)
by: C. C., Tan, et al.
Published: (2008)
Image and coding techniques
by: Issa, Sinzobakwira, et al.
Published: (2011)
by: Issa, Sinzobakwira, et al.
Published: (2011)
Image Processing for Pathological Visualization in Multitemporal Convoluted TIRI
by: Khan, Masood Mehmood, et al.
Published: (2012)
by: Khan, Masood Mehmood, et al.
Published: (2012)
Review of deep convolution neural network in image classification
by: Al-Saffar, Ahmed Ali Mohammed, et al.
Published: (2017)
by: Al-Saffar, Ahmed Ali Mohammed, et al.
Published: (2017)
Ultrasonic tomography - image reconstruction algorithms
by: Rahiman, Mohd Hafiz Fazalul, et al.
Published: (2012)
by: Rahiman, Mohd Hafiz Fazalul, et al.
Published: (2012)
Ultrasonic tomography – image reconstruction algorithms
by: Rahiman, Mohd Hafiz Fazalul, et al.
Published: (2012)
by: Rahiman, Mohd Hafiz Fazalul, et al.
Published: (2012)
Unsupervised Iterative Manifold Alignment via Local Feature Histograms
by: Fan, Ke, et al.
Published: (2014)
by: Fan, Ke, et al.
Published: (2014)
Vehicle type classification using an enhanced sparse-filtered convolutional neural network with layer-skipping strategy
by: Suryanti, Awang, et al.
Published: (2020)
by: Suryanti, Awang, et al.
Published: (2020)
Convolutional coded OFDM in broadband mobile communication
by: Jarot, Sigit Puspito Wigati
Published: (2011)
by: Jarot, Sigit Puspito Wigati
Published: (2011)
Scalable Subband Coding Of Images
by: Ng, Mow Song
Published: (2006)
by: Ng, Mow Song
Published: (2006)
MR image reconstruction with autoregressive moving average
by: Salami, Momoh Jimoh Emiyoka, et al.
Published: (2007)
by: Salami, Momoh Jimoh Emiyoka, et al.
Published: (2007)
Characterisation and phononic image reconstruction of gold
nanorods
by: Naznin, Shakila
Published: (2023)
by: Naznin, Shakila
Published: (2023)
Image reconstruction in a microwave tomography prototype
by: Fhager, A., et al.
Published: (2011)
by: Fhager, A., et al.
Published: (2011)
2D image reconstruction of radar INDERA
by: Sediono, Wahju, et al.
Published: (2011)
by: Sediono, Wahju, et al.
Published: (2011)
Specialized imaging and information systems for craniofacial reconstruction
by: Setan, Halim, et al.
Published: (2007)
by: Setan, Halim, et al.
Published: (2007)
Fingerprint reconstruction based on improved directional image
by: Othman, Mohamad Kharulli
Published: (2005)
by: Othman, Mohamad Kharulli
Published: (2005)
Adaptive kernel interpolation on 3D image reconstruction of breast ultrasound images
by: Ng, Paul Yong
Published: (2018)
by: Ng, Paul Yong
Published: (2018)
Sparse-Filtered Convolutional Neural Networks with Layer-Skipping (SFCNNLS) for intra-class variation of vehicle type recognition
by: Suryanti, Awang, et al.
Published: (2017)
by: Suryanti, Awang, et al.
Published: (2017)
Evaluation of K-SVD with different embedded sparse representation algorithms
by: Liu, J., et al.
Published: (2016)
by: Liu, J., et al.
Published: (2016)
Froth image analysis by use of transfer learning and convolutional neural networks
by: Fu, Y., et al.
Published: (2018)
by: Fu, Y., et al.
Published: (2018)
Matching fingerprint images for biometric authentication using convolutional neural networks
by: Najih, Abdulmawla, et al.
Published: (2019)
by: Najih, Abdulmawla, et al.
Published: (2019)
Investigation And Development Of Convolutional Neural Network Based Image Splicing Detection
by: Md Hasim, Siti Mastura
Published: (2017)
by: Md Hasim, Siti Mastura
Published: (2017)
Investigation And Development Of Convolutional Neural Network Based Image Splicing Detection
by: Hasim, Siti Mastura Binti Md
Published: (2017)
by: Hasim, Siti Mastura Binti Md
Published: (2017)
A Super-Resolution Convolutional-Neural-Network-Based Approach for Subpixel Mapping of Hyperspectral Images
by: Ma, X., et al.
Published: (2019)
by: Ma, X., et al.
Published: (2019)
Convolutional neural network model in machine learning methods and computer vision for image recognition: a review
by: R. M. Q. R., Jaapar, et al.
Published: (2018)
by: R. M. Q. R., Jaapar, et al.
Published: (2018)
Iterative Decoding Of Parallel And Serial Concatenated Convolutional Codes
by: Pu, Chuan Hsian
Published: (2005)
by: Pu, Chuan Hsian
Published: (2005)
Similar Items
-
Face recognition based on manifold constrained joint sparse sensing with K-SVD
by: Liu, J., et al.
Published: (2018) -
Image Splicing Detection With Constrained Convolutional Neural Network
by: Lee, Yang Yang
Published: (2019) -
A multilayered convolutional sparse coding framework for modeling of pooling operation of convolution neural networks
by: , Abdul Wahid, et al.
Published: (2019) -
Discriminative structure discovery via dimensionality reduction for facial image manifold
by: Chen, X., et al.
Published: (2014) -
Sparse Subspace Clustering via Group Sparse Coding
by: Budhaditya, S., et al.
Published: (2013)