publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. BiCLIP: Domain Canonicalization via Structured Geometric Transformation
    Pranav Mantini and Shishir K Shah
    arXiv preprint arXiv:2603.08942, 2026

2025

  1. Integrating image quality assessment metrics for enhanced segmentation performance in reconstructed imaging datasets
    MS Mirza, Apurva Gala, Pandu Devarakota, and 2 more authors
    Proceedings Copyright, 2025
  2. Occlusion-aware appearance and shape learning for occluded cloth-changing person re-identification
    Vuong D Nguyen, Pranav Mantini, and Shishir K Shah
    Pattern Analysis and Applications, 2025

2024

  1. Temporal 3d shape modeling for video-based cloth-changing person re-identification
    Vuong D Nguyen, Pranav Mantini, and Shishir K Shah
    In Proceedings of the IEEE/CVF Winter conference on applications of computer vision, 2024
  2. Unsupervised person re-identification in aerial imagery
    Khadija Khaldi, Vuong D Nguyen, Pranav Mantini, and 1 more author
    In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
  3. Contrastive viewpoint-aware shape learning for long-term person re-identification
    Vuong D Nguyen, Khadija Khaldi, Dung Nguyen, and 2 more authors
    In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
  4. Attention-based shape and gait representations learning for video-based cloth-changing person re-identification
    Vuong D Nguyen, Samiha Mirza, Pranav Mantini, and 1 more author
    arXiv preprint arXiv:2402.03716, 2024
  5. Data quality aware approaches for addressing model drift of semantic segmentation models
    Samiha Mirza, Vuong D Nguyen, Pranav Mantini, and 1 more author
    arXiv preprint arXiv:2402.07258, 2024
  6. Contrastive clothing and pose generation for cloth-changing person re-identification
    Vuong D Nguyen, Pranav Mantini, and Shishir K Shah
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
  7. Tackling domain shifts in person re-identification: A survey and analysis
    Vuong D Nguyen, Samiha Mirza, Abdollah Zakeri, and 6 more authors
    In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition, 2024
  8. Occluded cloth-changing person re-identification via occlusion-aware appearance and shape reasoning
    Vuong D Nguyen, Pranav Mantini, and Shishir K Shah
    In 2024 IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2024
  9. Acml: Attention-based cross-modality learning for cloth-changing and occluded person re-identification
    Vuong D Nguyen, Pranav Mantini, and Shishir K Shah
    In 2024 IEEE International Conference on Image Processing (ICIP), 2024
  10. Occlusion-aware cross-attention fusion for video-based occluded cloth-changing person re-identification
    Vuong D Nguyen, Pranav Mantini, and Shishir K Shah
    In 2024 IEEE international joint conference on biometrics (IJCB), 2024
  11. Recall-Based Knowledge Distillation for Data Distribution Based Catastrophic Forgetting in Semantic Segmentation
    Samiha Mirza, Apurva Gala, Pandu Devarakota, and 3 more authors
    In International Conference on Pattern Recognition, 2024
  12. Crossvit-reid: Cross-attention vision transformer for occluded cloth-changing person re-identification
    Vuong D Nguyen, Pranav Mantini, and Shishir K Shah
    In Proceedings of the Asian Conference on Computer Vision, 2024
  13. Cross-modality complementary learning for video-based cloth-changing person re-identification
    Vuong D Nguyen, Pranav Mantini, and Shishir K Shah
    In Proceedings of the Asian Conference on Computer Vision, 2024
  14. Minimizing Number of Distinct Poses for Pose-Invariant Face Recognition
    Carter Ung, Pranav Mantini, and Shishir K Shah
    Proceedings Copyright, 2024

2023

  1. Image Quality Assessment for Object Detection Performance in Surveillance Videos.
    Poonam Beniwal, Pranav Mantini, and Shishir Shah
    In VISIGRAPP (4: VISAPP), 2023
  2. A Survey of Feature Types and Their Contributions for Camera Tampering Detection
    Pranav Mantini and Shishir K Shah
    arXiv preprint arXiv:2310.07886, 2023

2022

  1. Methods and systems for customized image and video analysis
    Shishir K Shah and Pranav Mantini
    Dec 2022
    US Patent 11,532,158
  2. Unsupervised person re-identification based on skeleton joints using graph convolutional networks
    Khadija Khaldi, Pranav Mantini, and Shishir K Shah
    In International Conference on Image Analysis and Processing, 2022
  3. Image Quality Assessment using Deep Features for Object Detection.
    Poonam Beniwal, Pranav Mantini, and Shishir K Shah
    In VISIGRAPP (4: VISAPP), 2022

2021

  1. Cqnn: Convolutional quadratic neural networks
    Pranav Mantini and Shishr K Shah
    In 2020 25th International Conference on Pattern Recognition (ICPR), 2021

2020

  1. A day on campus-an anomaly detection dataset for events in a single camera
    Mantini Pranav, Li Zhenggang, and others
    In Proceedings of the Asian Conference on Computer Vision, 2020

2019

  1. UHCTD: A comprehensive dataset for camera tampering detection
    Pranav Mantini and Shishir K Shah
    In 2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2019
  2. Camera Tampering Detection using Generative Reference Model and Deep Learned Features.
    Pranav Mantini and Shishir K Shah
    In VISIGRAPP (5: VISAPP), 2019
  3. Understanding How Video Quality Affects Object Detection Algorithms.
    Miloud Aqqa, Pranav Mantini, and Shishir K Shah
    In VISIGRAPP (5: VISAPP), 2019
  4. Assessing the impact of video compression on background subtraction
    Poonam Beniwal, Pranav Mantini, and Shishir K Shah
    In Asian Conference on Pattern Recognition, 2019

2017

  1. A signal detection theory approach for camera tamper detection
    Pranav Mantini and Shishir K Shah
    In 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2017

2016

  1. Camera Placement Optimization Conditioned on Human Behavior and 3D Geometry
    Pranav Mantini and Shishir K Shah
    In Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016
  2. Multiple people tracking using contextual trajectory forecasting
    Pranav Mantini and Shishir K Shah
    In 2016 IEEE Symposium on Technologies for Homeland Security (HST), 2016

2015

  1. Person re-identification using geometry constrained human trajectory modeling
    Pranav Mantini and Shishir K Shah
    In 2015 IEEE International Symposium on Technologies for Homeland Security (HST), 2015
  2. Contextual Human Trajectory Forecasting within Indoor Environments and Its Applications
    Pranav Mantini
    2015

2014

  1. Human trajectory forecasting in indoor environments using geometric context
    Pranav Mantini and Shishir K Shah
    In Proceedings of the 2014 Indian Conference on Computer Vision Graphics and Image Processing, 2014

2009

  1. Using CUDA for Solar Thermal Plant Computation
    Peter Armstrong, Pranav Mantini, Claus Nilsson, and 1 more author
    2009