| 2025 | WACV | Learning Instance-Specific Parameters of Black-Box Models Using Differentiable Surrogates. | Arnisha Khondaker, Nilanjan Ray |
| 2024 | WACV | ShadowSense: Unsupervised Domain Adaptation and Feature Fusion for Shadow-Agnostic Tree Crown Detection from RGB-Thermal Drone Imagery. | Rudraksh Kapil, Seyed Mojtaba Marvasti-Zadeh, Nadir Erbilgin, Nilanjan Ray |
| 2024 | WACV | Training-Based Model Refinement and Representation Disagreement for Semi-Supervised Object Detection. | Seyed Mojtaba Marvasti-Zadeh, Nilanjan Ray, Nadir Erbilgin |
| 2022 | AVSS | Dynamic Background Subtraction by Generative Neural Networks. | Fateme Bahri, Nilanjan Ray |
| 2022 | CVPR | Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask Prediction. | Sara Elkerdawy, Mostafa Elhoushi, Hong Zhang, Nilanjan Ray |
| 2022 | ICPR | Towards Positive Jacobian: Learn to Postprocess for Diffeomorphic Image Registration with Matrix Exponential. | Soumyadeep Pal, Matthew Tennant, Nilanjan Ray |
| 2021 | CVPR | Layer Importance Estimation With Imprinting for Neural Network Quantization. | Hongyang Liu, Sara Elkerdawy, Nilanjan Ray, Mostafa Elhoushi |
| 2021 | ICDAR | Unknown-Box Approximation to Improve Optical Character Recognition Performance. | Ayantha Randika, Nilanjan Ray, Xiao Xiao, Allegra Latimer |
| 2020 | ACCV | To Filter Prune, or to Layer Prune, That Is the Question. | Sara Elkerdawy, Mostafa Elhoushi, Abhineet Singh, Hong Zhang, Nilanjan Ray |
| 2020 | ICIP | One-Shot Layer-Wise Accuracy Approximation For Layer Pruning. | Sara Elkerdawy, Mostafa Elhoushi, Abhineet Singh, Hong Zhang, Nilanjan Ray |
| 2020 | ICPR | Foreground-focused domain adaption for object detection. | Yuchen Yang, Nilanjan Ray |
| 2020 | ICRA | A Flexible Method for Performance Evaluation of Robot Localization. | Sean Scheideman, Nilanjan Ray, Hong Zhang |
| 2020 | WACV | Animal Detection in Man-made Environments. | Abhineet Singh, Marcin Pietrasik, Gabriell Natha, Nehla Ghouaiel, Ken Brizel, Nilanjan Ray |
| 2019 | ICIP | Lightweight Monocular Depth Estimation Model by Joint End-to-End Filter Pruning. | Sara Elkerdawy, Hong Zhang, Nilanjan Ray |
| 2018 | AAAI | Output Encoding by Compressed Sensing for Cell Detection with Deep Convnet. | Yao Xue, Nilanjan Ray |
| 2018 | ECCV | Fine-Grained Vehicle Classification with Unsupervised Parts Co-occurrence Learning. | Sara Elkerdawy, Nilanjan Ray, Hong Zhang |
| 2018 | ICASSP | Using Accelerometric and Gyroscopic Data to Improve Blood Pressure Prediction from Pulse Transit Time Using Recurrent Neural Network. | Shrimanti Ghosh, Ankur Banerjee, Nilanjan Ray, Peter W. Wood, Pierre Boulanger, Raj Padwal |
| 2017 | ICIP | Face recognition using multi-modal low-rank dictionary learning. | Homa Foroughi, Moein Shakeri, Nilanjan Ray, Hong Zhang |
| 2017 | ICIP | Automated 3D muscle segmentation from MRI data using convolutional neural network. | Shrimanti Ghosh, Pierre Boulanger, Scott T. Acton, Silvia S. Blemker, Nilanjan Ray |
| 2017 | ICIP | A two-stage minimum spanning tree (MST) based clustering algorithm for 2D deformable registration of time sequenced images. | Baidya Nath Saha, Nilanjan Ray, Sara McArdle, Klaus Ley |
| 2017 | ICIP | Convolutional gated recurrent networks for video segmentation. | Mennatullah Siam, Sepehr Valipour, Martin Jgersand, Nilanjan Ray |
| 2017 | ICIP | A novel framework to integrate convolutional neural network with compressed sensing for cell detection. | Yao Xue, Nilanjan Ray, Judith Hugh, Gilbert Bigras |
| 2017 | MICCAI | Selecting the Optimal Sequence for Deformable Registration of Microscopy Image Sequences Using Two-Stage MST-based Clustering Algorithm. | Baidya Nath Saha, Nilanjan Ray, Sara McArdle, Klaus Ley |
| 2017 | WACV | Recurrent Fully Convolutional Networks for Video Segmentation. | Sepehr Valipour, Mennatullah Siam, Martin Jgersand, Nilanjan Ray |
| 2016 | ECCV | Cell Counting by Regression Using Convolutional Neural Network. | Yao Xue, Nilanjan Ray, Judith Hugh, Gilbert Bigras |
| 2015 | BMVC | Joint Feature Selection with Low-rank Dictionary Learning. | Homa Foroughi, Moein Shakeri, Nilanjan Ray, Hong Zhang |
| 2014 | ICASSP | People counting with image retrieval using compressed sensing. | Homa Foroughi, Nilanjan Ray, Hong Zhang |
| 2014 | ICIP | Registering sequences of in vivo microscopy images for cell tracking using dynamic programming and minimum spanning trees. | Sara McArdle, Scott T. Acton, Klaus Ley, Nilanjan Ray |
| 2014 | ICIP | A robust convergence index filter for breast cancer cell segmentation. | Baidya Nath Saha, Amritpal Saini, Nilanjan Ray, Russell Greiner, Judith Hugh, Mauro Tambasco |
| 2014 | ICIP | VFCCV snake: A novel active contour model combining edge and regional information. | Jiuyu Sun, Nilanjan Ray, Hong Zhang |
| 2012 | ICASSP | Spectrogram based features selection using multiple kernel learning for speech/music discrimination. | Sharmin Nilufar, Nilanjan Ray, M. Khademul Islam Molla, Keikichi Hirose |
| 2012 | ICIP | Wavelet subband-based steam detection by multiple kernel learning. | Sharmin Nilufar, Nilanjan Ray, Hong Zhang |
| 2012 | ICPR | Seeing through clutter: Snake computation with dynamic programming for particle segmentation. | Nilanjan Ray, Scott T. Acton, Hong Zhang |
| 2011 | ICASSP | Median filter with absolute value norm spatial regularization. | Nilanjan Ray |
| 2011 | ICIP | Anovel framework for automatic passenger counting. | Satarupa Mukherjee, Baidya Nath Saha, Iqbal Jamal, Richard Leclerc, Nilanjan Ray |
| 2011 | ICIP | Clump splitting via bottleneck detection. | Hui Wang, Hong Zhang, Nilanjan Ray |
| 2010 | ACCV | Automating Snakes for Multiple Objects Detection. | Baidya Nath Saha, Nilanjan Ray, Hong Zhang |
| 2010 | ICIP | A concave cost formulation for parametric curve fitting: Detection of leukocytes from intravital microscopy images. | Nilanjan Ray |
| 2010 | ICPR | Cell Tracking in Video Microscopy Using Bipartite Graph Matching. | Ananda S. Chowdhury, Rohit Chatterjee, Mayukh Ghosh, Nilanjan Ray |
| 2009 | ICIP | Optimum kernel function design from scale space features for object detection. | Sharmin Nilufar, Nilanjan Ray, Hong Zhang |
| 2009 | ICIP | Solidity based local threshold for oil sand image segmentation. | Jichuan Shi, Hong Zhang, Nilanjan Ray |
| 2009 | ICIP | Tracking of multiple interacting objects using a novel prediction model. | Zhijie Wang, Hong Zhang, Nilanjan Ray |
| 2008 | ACSSC | Automatic blood cell classification based on joint histogram based feature and bhattacharya kernel. | Sharmin Nilufar, Nilanjan Ray, Hong Zhang |
| 2008 | ACSSC | Session TP8b3: Image analysis for biomedical applications. | Nilanjan Ray |
| 2008 | ICASSP | Computing oil sand particle size distribution by snake-PCA algorithm. | Baidya Nath Saha, Nilanjan Ray, Hong Zhang |
| 2008 | ICIP | Oil sand image segmentation using the inclusion filter. | Nilanjan Ray, Baidya Nath Saha, Scott T. Acton |
| 2008 | ICIP | Graph-cut optimization of the ratio of functions and its application to image segmentation. | Maddy Hui Wang, Nilanjan Ray, Hong Zhang |
| 2007 | ICIP | Edge Sensitive Variational Image Thresholding. | Nilanjan Ray, Baidya Nath Saha |
| 2005 | ICASSP | Spatiotemporal Segmentation for Validation of Rolling Leukocyte Tracking Data. | Nilanjan Ray, Scott T. Acton |
| 2005 | ICIP | Tracking multiple cells by correspondence resolution in a sequential Bayesian framework. | Nilanjan Ray, Gang Dong, Scott T. Acton |
| 2003 | ICIP | Self-dual inclusion filters for grayscale imagery. | Nilanjan Ray, Scott T. Acton |
| 2002 | ICIP | Tracking fast-rolling leukocytes in vivo with active contours. | Nilanjan Ray, Scott T. Acton |
| 2001 | ICIP | MRI ventilation analysis by merging parametric active contours. | Nilanjan Ray, Scott T. Acton, Talissa A. Altes, Eduard E. de Lange |
| 2001 | ICIP | Active contour segmentation guided by AM-FM dominant component analysis. | Nilanjan Ray, Joebob P. Havlicek, Scott T. Acton, Marios S. Pattichis |