publications

2024

  1. LoHoSC: Low Order High Order Style Consistency for Syn-to-Real Domain Generalized Semantic Segmentation
    Sudhakar Kumawat, and Hajime Nagahara
    In Proceedings of the International Conference on Pattern Recognition (ICPR), 2024
  2. Deep Hardware Modality Fusion for Image Segmentation
    Yi Liu, Sudhakar Kumawat, and Hajime Nagahara
    In Proceedings of the International Conference on Pattern Recognition (ICPR), 2024
  3. Deep Volume Reconstruction from Multi-focus Microscopic Images
    Caio Azevedo, Sanchayan Santra, Sudhakar Kumawat, and 2 more authors
    In Medical Image Computing and Computer Assisted Intervention (MICCAI), 2024

2023

  1. Action Recognition From a Single Coded Image
    Sudhakar Kumawat, Tadashi Okawara, Michitaka Yoshida, and 2 more authors
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
  2. Match Them Up: Visually Explainable Few-shot Image Classification
    Bowen Wang, Liangzhi Li, Manisha Verma, and 3 more authors
    Applied Intelligence, 2023

2022

  1. Depthwise Spatio-Temporal STFT Convolutional Neural Networks for Human Action Recognition
    Sudhakar KumawatManisha Verma, Yuta Nakashima, and 1 more author
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022
  2. Privacy-Preserving Action Recognition via Motion Difference Quantization
    Sudhakar Kumawat, and Hajime Nagahara
    In Computer Vision – ECCV 2022, 2022
  3. NCC
    ShuffleBlock: Shuffle to Regularize Convolutional Neural Networks
    Sudhakar Kumawat, Gagan Kanojia, and Shanmuganathan Raman
    In NCC 2022, 2022
  4. Privacy-Preserving Action Recognition via Motion Difference Quantization
    Sudhakar Kumawat, and Hajime Nagahara
    CoRR, 2022
  5. Multi-label Disengagement and Behavior Prediction in Online Learning
    Manisha Verma, Yuta Nakashima, Noriko Takemura, and 1 more author
    In Artificial Intelligence in Education, 2022

2021

  1. ShuffleBlock: Shuffle to Regularize Deep Convolutional Neural Networks
    Sudhakar Kumawat, Gagan Kanojia, and Shanmuganathan Raman
    CoRR, 2021
  2. Learners’ Efficiency Prediction Using Facial Behavior Analysis
    Manisha Verma, Yuta Nakashima, Hirokazu Kobori, and 6 more authors
    In Proceedings of the IEEE International Conference on Image Processing (ICIP), 2021

2020

  1. PlantDoc: A Dataset for Visual Plant Disease Detection
    Davinder Singh, Naman Jain, Pranjali Jain, and 3 more authors
    In Proceedings of the 7th ACM IKDD CoDS and 25th COMAD, 2020
  2. Yoga-82: A New Dataset for Fine-grained Classification of Human Poses
    Manisha VermaSudhakar Kumawat, Yuta Nakashima, and 1 more author
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Jun 2020
  3. Depthwise-STFT based separable Convolutional Neural Networks
    Sudhakar Kumawat, and Shanmuganathan Raman
    CoRR, Jun 2020
  4. Yoga-82: A New Dataset for Fine-grained Classification of Human Poses
    Manisha VermaSudhakar Kumawat, Yuta Nakashima, and 1 more author
    CoRR, Jun 2020

2019

  1. LBVCNN: Local Binary Volume Convolutional Neural Network for Facial Expression Recognition From Image Sequences
    Sudhakar KumawatManisha Verma, and Shanmuganathan Raman
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Jun 2019
  2. Attentive Spatio-Temporal Representation Learning for Diving Classification
    Gagan Kanojia, Sudhakar Kumawat, and Shanmuganathan Raman
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Jun 2019
  3. LP-3DCNN: Unveiling Local Phase in 3D Convolutional Neural Networks
    Sudhakar Kumawat, and Shanmuganathan Raman
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2019
  4. Local Phase U-net for Fundus Image Segmentation
    Sudhakar Kumawat, and Shanmuganathan Raman
    In ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2019
  5. LP-3DCNN: Unveiling Local Phase in 3D Convolutional Neural Networks
    Sudhakar Kumawat, and Shanmuganathan Raman
    CoRR, Jun 2019
  6. LBVCNN: Local Binary Volume Convolutional Neural Network for Facial Expression Recognition From Image Sequences
    Sudhakar KumawatManisha Verma, and Shanmuganathan Raman
    CoRR, Jun 2019
  7. Attentive Spatio-Temporal Representation Learning for Diving Classification
    Gagan Kanojia, Sudhakar Kumawat, and Shanmuganathan Raman
    CoRR, Jun 2019
  8. Exploring Temporal Differences in 3D Convolutional Neural Networks
    Gagan Kanojia, Sudhakar Kumawat, and Shanmuganathan Raman
    CoRR, Jun 2019
  9. PlantDoc: A Dataset for Visual Plant Disease Detection
    Davinder Singh, Naman Jain, Pranjali Jain, and 3 more authors
    CoRR, Jun 2019
  10. Facial Expression Recognition with Skip-Connection to Leverage Low-Level Features
    Manisha Verma, Hirokazu Kobori, Yuta Nakashima, and 2 more authors
    In Proceedings of the IEEE International Conference on Image Processing (ICIP), Jun 2019

2018

  1. A New Constant-size Accountable Ring Signature Scheme Without Random Oracles
    Sudhakar Kumawat, and Souradyuti Paul
    IACR Cryptology ePrint Archive, Jun 2018
  2. MTA
    Local Neighborhood Difference Pattern: A New Feature Descriptor for Natural and Texture Image Retrieval
    Manisha Verma, and Balasubramanian Raman
    Multimedia Tools and Applications, Jun 2018

2017

  1. A New Constant-Size Accountable Ring Signature Scheme Without Random Oracles
    Sudhakar Kumawat, and Souradyuti Paul
    In Information Security and Cryptology. Inscrypt 2017, Jun 2017
  2. Interest Region Based Motion Magnification
    Manisha Verma, and Shanmuganathan Raman
    In Image Analysis and Processing – ICIAP 2017, Jun 2017
  3. Edge-Aware Spatial Filtering-Based Motion Magnification
    Manisha Verma, and Shanmuganathan Raman
    In Computer Vision, Image Processing and Graphics, Jun 2017
  4. Saliency Driven Video Motion Magnification
    Manisha Verma, Ramyani Ghosh, and Shanmuganathan Raman
    In National Conference on Computer Vision, Pattern Recognition, Image Processing, and Graphics (NCVPRIPG), Jun 2017

2016

  1. DSP
    Local Tri-directional Patterns: A New Texture Feature Descriptor for Image Retrieval
    Manisha Verma, and Balasubramanian Raman
    Digital Signal Processing, Jun 2016
  2. PAA
    A Novel Colour- and Texture-based Image Retrieval Technique Using Multi-resolution Local Extrema Peak Valley Pattern and RGB Colour Histogram
    Madhumanti Dey, Balasubramanian Raman, and Manisha Verma
    Pattern Analysis and Applications, Jun 2016
  3. Script Identification in Natural Scene Images: A Dataset and Texture-Feature Based Performance Evaluation
    Manisha Verma, Nitakshi Sood, Partha Pratim Roy, and 1 more author
    In Computer Vision, Image Processing and Graphics, Jun 2016
  4. A Hierarchical Shot Boundary Detection Algorithm Using Global and Local Features
    Manisha Verma, and Balasubramanian Raman
    In Computer Vision, Image Processing and Graphics, Jun 2016

2015

  1. Local Extrema Co-occurrence Pattern for Color and Texture Image Retrieval
    Manisha Verma, Raman Balasubramanian, and Subrahmanyam Murala
    Neurocomputing, Jun 2015
  2. Center Symmetric Local Binary Co-occurrence Pattern for Texture, Face and Bio-medical Image Retrieval
    Manisha Verma, and Balasubramanian Raman
    Journal of Visual Communication and Image Representation, Jun 2015
  3. Object Tracking Using Joint Histogram of Color and Local Rhombus Pattern
    Manisha Verma, and Balasubramanian Raman
    In 2015 IEEE International Conference on Signal and Image Processing Applications (ICSIPA), Jun 2015
  4. Fusion of Submanifold and Local Texture Features for Palmprint Authentication
    Asha Rani, Manisha Verma, and Balasubramanian Raman
    In 2015 Visual Communications and Image Processing (VCIP), Jun 2015

2014

  1. IC3
    Multi-resolution Local Extrema Patterns Using Discrete Wavelet Transform
    Manisha Verma, Raman Balasubramanian, and Subrahmanyam Murala
    In 2014 International Conference on Computing for Sustainable Global Development (INDIACom/IC3), Jun 2014