Publications

2019

LiSHT: Non-Parametric Linearly Scaled Hyperbolic Tangent Activation Function for Neural Networks. In Journal of Expert Systems With Applications, Elsevier, 2019 (Submitted).

arXiv PDF Code

Lightweight Spectral-Spatial Squeeze-and-Excitation Residual Bag-of-Features Learning for Hyperspectral Classification. In IEEE Transactions on Geoscience and Remote Sensing, 2019.

arXiv PDF Code

diffGrad: An Optimization Method for Convolutional Neural Networks. In IEEE Transaction of Neural Networks and Learning Systems, 2019.

arXiv PDF Code

Unconstrained Texture Classification Using Efficient Jet Texton Learning. In Journal of Applied Soft Computing, Elsevier, 2019.

arXiv PDF Code

Local Bit-plane Decoded Convolutional Neural Network Features for Biomedical Image Retrieval. In Journal of Neural Computing and Applications, Springer, 2019.

arXiv PDF Code

HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification. In Journal of Geoscience and Remote Sensing Letters, IEEE, 2019.

arXiv PDF Code

Local ZigZag Max Histograms of Pooling Pattern for Texture Classification. In Journal of Electronics Letters, IET, volume: 55(7), pages: 382-384, 2019.

PDF Code

TexFusionNet: An Ensemble of Deep CNN Feature for Texture Classification. In Proceedings of 3rd International Conference on Computer Vision and Image Processing, pages: 271-283, 2018.

PDF Code Poster

2018

FWLBP: A Scale Invariant Descriptor for Texture Classification. In Journal of Image Processing, IET, 2018 (Submitted).

arXiv PDF Code

Local Jet Pattern: A Robust Descriptor for Texture Classification. In Journal of Multimedia Tools and Applications, Springer, 2018.

PDF Code

Local Morphological Pattern: A Scale Space Shape Descriptor for Texture Classification. In Journal of Digital Signal Processing, Elsevier, pages: 152 - 165, volume: 82, 2018.

PDF Code

Local Directional ZigZag Pattern: A Rotation Invariant Descriptor for Texture Classification. In Journal of Pattern Recognition Letters, Elsevier, pages: 23-30, volume: 108, 2018.

PDF Code

Fractal image compression using upper bound on scaling parameter. In Journal of Chaos, Solitons & Fractals, Elsevier, pages: 16-22, volume: 106, 2018.

PDF Code

Affine Differential Local Mean ZigZag Pattern for Texture Classification. In the Proceedings of of Asia Pacific IEEE Region 10 TENCON, Republic of Korea, pages: 488-493, 2018.

PDF Code

2017

A Complete Dual-Cross Pattern for Unconstrained Texture Classification. In the Proceedings of IEEE 4th IAPR Asian Conference on Pattern Recognition, China (ACPR), pages: 741-746, 2017.

PDF Code

2015

Fractal Image Compression using Hierarchical Classification of Sub-images. In the Proceedings of the 10th International Conference on Computer Vision Theory and Applications - Berlin, Germany, VISAPP, pages: 46-53, 2015.

PDF Code

Contact

  • (+91)-9749322213
  • swalpa(at)cse.jgec.ac.in
  • swalpa(at)ieee.org
  • swalpa(at)students.iiests.ac.in