| 2025 | ICRA | Visual-Linguistic Reasoning for Pedestrian Trajectory Prediction. | Dereje Shenkut, B. V. K. Vijaya Kumar |
| 2024 | ICCCN | Impact of Latency and Bandwidth Limitations on the Safety Performance of Collaborative Perception. | Dereje Shenkut, B. V. K. Vijaya Kumar |
| 2020 | ECCV | Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification. | Yang Zou, Xiaodong Yang, Zhiding Yu, B. V. K. Vijaya Kumar, Jan Kautz |
| 2019 | CVPR | Feature-Level Frankenstein: Eliminating Variations for Discriminative Recognition. | Xiaofeng Liu, Site Li, Lingsheng Kong, Wanqing Xie, Ping Jia, Jane You, B. V. K. Vijaya Kumar |
| 2019 | ICCV | Permutation-Invariant Feature Restructuring for Correlation-Aware Image Set-Based Recognition. | Xiaofeng Liu, Zhenhua Guo, Site Li, Ping Jia, Lingsheng Kong, Jane You, B. V. K. Vijaya Kumar |
| 2019 | ICCV | Conservative Wasserstein Training for Pose Estimation. | Xiaofeng Liu, Yang Zou, Tong Che, Ping Jia, Peng Ding, Jane You, B. V. K. Vijaya Kumar |
| 2019 | ICCV | Confidence Regularized Self-Training. | Yang Zou, Zhiding Yu, Xiaofeng Liu, B. V. K. Vijaya Kumar, Jinsong Wang |
| 2018 | ECCV | Dependency-Aware Attention Control for Unconstrained Face Recognition with Image Sets. | Xiaofeng Liu, B. V. K. Vijaya Kumar, Chao Yang, Qingming Tang, Jane You |
| 2018 | ECCV | Ordinal Regression with Neuron Stick-Breaking for Medical Diagnosis. | Xiaofeng Liu, Yang Zou, Yuhang Song, Chao Yang, Jane You, B. V. K. Vijaya Kumar |
| 2018 | ECCV | Simultaneous Edge Alignment and Learning. | Zhiding Yu, Weiyang Liu, Yang Zou, Chen Feng, Srikumar Ramalingam, B. V. K. Vijaya Kumar, Jan Kautz |
| 2018 | ECCV | Unsupervised Domain Adaptation for Semantic Segmentation via Class-Balanced Self-training. | Yang Zou, Zhiding Yu, B. V. K. Vijaya Kumar, Jinsong Wang |
| 2018 | ICMLA | Automatic Seizure Detection via an Optimized Image-Based Deep Feature Learning. | Ibrahim Alkanhal, B. V. K. Vijaya Kumar, Marios Savvides |
| 2017 | CVPR | Adaptive Deep Metric Learning for Identity-Aware Facial Expression Recognition. | Xiaofeng Liu, B. V. K. Vijaya Kumar, Jane You, Ping Jia |
| 2017 | ICCV | One Network to Solve Them All - Solving Linear Inverse Problems Using Deep Projection Models. | Jen-Hao Rick Chang, Chun-Liang Li, Barnabs Pczos, B. V. K. Vijaya Kumar |
| 2016 | AAAI | On Order-Constrained Transitive Distance Clustering. | Zhiding Yu, Weiyang Liu, Wenbo Liu, Yingzhen Yang, Ming Li, B. V. K. Vijaya Kumar |
| 2016 | CVPR | Random Features for Sparse Signal Classification. | Jen-Hao Rick Chang, Aswin C. Sankaranarayanan, B. V. K. Vijaya Kumar |
| 2016 | CVPR | Gaussian Conditional Random Fields for Face Recognition. | Jonathon M. Smereka, B. V. K. Vijaya Kumar, Andres Rodriguez |
| 2016 | ICASSP | Masked correlation filters for partially occluded face recognition. | Eric J. He, Joseph A. Fernandez, B. V. K. Vijaya Kumar, Mohamed I. Alkanhal |
| 2016 | ICASSP | Detecting occlusion from color information to improve visual tracking. | Stephen Siena, B. V. K. Vijaya Kumar |
| 2016 | ICASSP | Stacked correlation filters for biometric verification. | Jonathon M. Smereka, Vishnu Naresh Boddeti, B. V. K. Vijaya Kumar, Andres Rodriguez |
| 2016 | INFOCOM | Multi-source variable-rate sampled signal reconstructions in vehicular CPS. | Andrew Fox, B. V. K. Vijaya Kumar, Fan Bai |
| 2016 | ITA | Duality between erasures and defects. | Yongjune Kim, B. V. K. Vijaya Kumar |
| 2015 | IJCAI | Generalized Transitive Distance with Minimum Spanning Random Forest. | Zhiding Yu, Weiyang Liu, Wenbo Liu, Xi Peng, Zhuo Hui, B. V. K. Vijaya Kumar |
| 2015 | WACV | Structured Hough Voting for Vision-Based Highway Border Detection. | Zhiding Yu, Wende Zhang, B. V. K. Vijaya Kumar, Dan Levi |
| 2015 | SECON | Crowdsourcing undersampled vehicular sensor data for pothole detection. | Andrew Fox, B. V. K. Vijaya Kumar, Jinzhu Chen, Fan Bai |
| 2014 | ICIP | Robust rear-view ground surface detection with hidden state conditional random field and confidence propagation. | Zhiding Yu, Wende Zhang, B. V. K. Vijaya Kumar |
| 2014 | ICRA | A multi-sensor fusion system for moving object detection and tracking in urban driving environments. | Hyunggi Cho, Young-Woo Seo, B. V. K. Vijaya Kumar, Ragunathan Rajkumar |
| 2013 | CVPR | Correlation Filters for Object Alignment. | Vishnu Naresh Boddeti, Takeo Kanade, B. V. K. Vijaya Kumar |
| 2013 | CVPR | What Is a "Good" Periocular Region for Recognition? | Jonathon M. Smereka, B. V. K. Vijaya Kumar |
| 2013 | FUSION | Learning-based approaches to nonlinear multisensor fusion in target tracking. | Katharine Brigham, B. V. K. Vijaya Kumar, Nageswara S. V. Rao |
| 2013 | ICIP | Multidimensional overlap-add and overlap-save for correlation and convolution. | Joseph A. Fernandez, B. V. K. Vijaya Kumar |
| 2013 | ISIT | Redundancy allocation of partitioned linear block codes. | Yongjune Kim, B. V. K. Vijaya Kumar |
| 2013 | WCNC | A double decoding scheme to improve the PER performance of V2V communications. | Zheng Li, B. V. K. Vijaya Kumar, Fan Bai |
| 2012 | ECCV | Coupled Marginal Fisher Analysis for Low-Resolution Face Recognition. | Stephen Siena, Vishnu Naresh Boddeti, B. V. K. Vijaya Kumar |
| 2012 | FUSION | Performance of state estimate fusion in long-haul sensor networks with message retransmission. | Qiang Liu, Xin Wang, Nageswara S. V. Rao, Katharine Brigham, B. V. K. Vijaya Kumar |
| 2012 | FUSION | Effects of computing and communications on state fusion over long-haul sensor networks. | Nageswara S. V. Rao, Katharine Brigham, B. V. K. Vijaya Kumar, Qiang Liu, Xin Wang |
| 2012 | ICIP | Raindrop detection and removal using salient visual features. | Qi Wu, Wende Zhang, B. V. K. Vijaya Kumar |
| 2012 | ICPR | Combining general multi-class and specific two-class classifiers for improved customized ECG heartbeat classification. | Can Ye, B. V. K. Vijaya Kumar, Miguel Tavares Coimbra |
| 2012 | ICRA | Strong shadow removal via patch-based shadow edge detection. | Qi Wu, Wende Zhang, B. V. K. Vijaya Kumar |
| 2012 | MASS | Fusion performance in long-haul sensor networks with message retransmission and retrodiction. | Qiang Liu, Xin Wang, Nageswara S. V. Rao, Katharine Brigham, B. V. K. Vijaya Kumar |
| 2011 | ACSSC | Improved iris segmentation based on local texture statistics. | Vishnu Naresh Boddeti, B. V. K. Vijaya Kumar, Krishnan Ramkumar |
| 2011 | GLOBECOM | Iterative Cross-Entropy Encoding for Memory Systems with Stuck-At Errors. | Euiseok Hwang, Balakrishnan Narayanaswamy, Rohit Negi, B. V. K. Vijaya Kumar |
| 2011 | ICRA | Example-based clear path detection assisted by vanishing point estimation. | Qi Wu, Wende Zhang, B. V. K. Vijaya Kumar |
| 2010 | GLOBECOM | LDPC Codes for Memory Systems with Scrubbing. | Seungjune Jeon, Euiseok Hwang, B. V. K. Vijaya Kumar, Michael K. Cheng |
| 2010 | ICASSP | Camera-based clear path detection. | Qi Wu, Wende Zhang, Tsuhan Chen, B. V. K. Vijaya Kumar |
| 2010 | ICASSP | Prior-based vanishing point estimation through global perspective structure matching. | Qi Wu, Wende Zhang, Tsuhan Chen, B. V. K. Vijaya Kumar |
| 2010 | ICIP | Automatic target recognition of multiple targets from two classes with varying velocities using correlation filters. | Andres Rodriguez, B. V. K. Vijaya Kumar |
| 2009 | ICIP | Robust low-resolution face identification and verification using high-resolution features. | Pablo H. Hennings-Yeomans, B. V. K. Vijaya Kumar, Simon Baker |
| 2008 | CVPR | Simultaneous super-resolution and feature extraction for recognition of low-resolution faces. | Pablo H. Hennings-Yeomans, Simon Baker, B. V. K. Vijaya Kumar |
| 2008 | GLOBECOM | Evaluation of the Concatenation of LDPC and RS Codes in Magnetic Recording Channel Using Field Programmable Gate Arrays. | Seungjune Jeon, Xinde Hu, B. V. K. Vijaya Kumar |
| 2008 | GLOBECOM | Soft-Decision Decoding of Reed-Solomon Codes Using Successive Error-and-Erasure Decoding. | Soo-Woong Lee, B. V. K. Vijaya Kumar |
| 2007 | CVPR | Graphical Model Approach to Iris Matching Under Deformation and Occlusion. | Ryan A. Kerekes, Narayanaswamy Balakrishnan, Jason Thornton, Marios Savvides, B. V. K. Vijaya Kumar |
| 2007 | GLOBECOM | Error Floor Estimation of Long LDPC Codes on Partial Response Channels. | Xinde Hu, B. V. K. Vijaya Kumar, Zongwang Li, Richard Barndt |
| 2007 | GLOBECOM | Error Event Analysis of Partial Response Targets for Perpendicular Magnetic Recording. | Seungjune Jeon, B. V. K. Vijaya Kumar |
| 2007 | ICASSP | Generalized Low Dimensional Feature Subspace for Robust Face Recognition on Unseen datasets using Kernel Correlation Feature Analysis. | Ramzi Abiantun, Marios Savvides, B. V. K. Vijaya Kumar |
| 2006 | CVPR | Partial & Holistic Face Recognition on FRGC-II data using Support Vector Machine. | Marios Savvides, Ramzi Abiantun, Jingu Heo, S. Park, Chunyan Xie, B. V. K. Vijaya Kumar |
| 2006 | CVPR | Comparison of Feature Space Methods for Face Recognition. | Chunyan Xie, Marios Savvides, B. V. K. Vijaya Kumar |
| 2006 | GLOBECOM | Improved Runlength Control When Using Low-Density Parity-Check Codes. | Xinde Hu, B. V. K. Vijaya Kumar |
| 2006 | ICASSP | Face Recognition with Kernel Correlation Filters on a Large Scale Database. | Jingu Heo, Marios Savvides, Ramzi Abiantun, Chunyan Xie, B. V. K. Vijaya Kumar |
| 2006 | ICASSP | Class Dependent Kernel Discrete Cosine Transform Features for Enhanced Holistic Face Recognition in FRGC-II. | Marios Savvides, Jingu Heo, Ramzi Abiantun, Chunyan Xie, B. V. K. Vijaya Kumar |
| 2005 | CVPR | Performance Evaluation of Face Recognition using Visual and Thermal Imagery with Advanced Correlation Filters. | Jingu Heo, Marios Savvides, B. V. K. Vijaya Kumar |
| 2005 | CVPR | Representational Oriented Component Analysis (ROCA) for Face Recognition with One Sample Image per Training Class. | Fernando De la Torre, Ralph Gross, Simon Baker, B. V. K. Vijaya Kumar |
| 2005 | CVPR | Redundant Class-Dependence Feature Analysis Based on Correlation Filters Using FRGC2.0 Data. | Chunyan Xie, Marios Savvides, B. V. K. Vijaya Kumar |
| 2005 | GLOBECOM | Analysis of Kalman filter in timing acquisition in data storage read channels. | Jin Xie, Lingyan Sun, B. V. K. Vijaya Kumar |
| 2005 | ICASSP | Error floor investigation and girth optimization for certain types of low-density parity check codes. | Lingyan Sun, Hongwei Song, B. V. K. Vijaya Kumar |
| 2005 | ICASSP | Wavelet Packet Correlation Methods in Biometrics. | Jason Thornton, Pablo Hennings, Jelena Kovacevic, B. V. K. Vijaya Kumar |
| 2005 | ICASSP | Quaternion Correlation Filters for Face Recognition in Wavelet Domain. | Chunyan Xie, Marios Savvides, B. V. K. Vijaya Kumar |
| 2005 | ICIP | Shallow arc detection in disk surface images for disk forensics. | Jin Xie, Ahmet Kaya, James A. Bain, B. V. K. Vijaya Kumar |
| 2004 | CVPR | "Corefaces" - Robust Shift Invariant PCA Based Correlation Filter for Illumination Tolerant Face Recognition. | Marios Savvides, B. V. K. Vijaya Kumar, Pradeep K. Khosla |
| 2004 | GLOBECOM | Performance analysis and simplification of digital zero phase start (DZPS) employed in data storage timing recovery systems. | Jin Xie, B. V. K. Vijaya Kumar |
| 2004 | ICIP | Reduced-complexity biometric recognition using 1-D cross-sections of correlation filters. | Jason Thornton, B. V. K. Vijaya Kumar |
| 2004 | ICPR | "Eigenphases vs. Eigenfaces". | Marios Savvides, B. V. K. Vijaya Kumar, Pradeep K. Khosla |
| 2004 | ICPR | Cancelable Biometric Filters for Face Recognition. | Marios Savvides, B. V. K. Vijaya Kumar, Pradeep K. Khosla |
| 2003 | AVSS | Efficient Design of Advanced Correlation Filters for Robust Distortion-Tolerant Face Recognition. | Marios Savvides, B. V. K. Vijaya Kumar |
| 2003 | GLOBECOM | Dual segmented Kalman filters based symbol timing recovery for low-SNR partial response data storage channels. | Jingfeng Liu, Hongwei Song, B. V. K. Vijaya Kumar |
| 2003 | IWDW | Rotation-Tolerant Watermark Detection Using Circular Harmonic Function Correlation Filter. | Hyungshin Kim, B. V. K. Vijaya Kumar |
| 2002 | GLOBECOM | Symbol timing recovery for low-SNR partial response recording channels. | Jingfeng Liu, Hongwei Song, B. V. K. Vijaya Kumar |
| 2002 | GLOBECOM | Low complexity LDPC codes for partial response channels. | Hongwei Song, Jingfeng Liu, B. V. K. Vijaya Kumar |
| 2002 | ICIP | Spatial frequency domain image processing for biometric recognition. | B. V. K. Vijaya Kumar, Chunyan Xie, Marios Savvides, Krithika Venkataramani |
| 2000 | ICASSP | Characterization and equalization of dropouts in the magnetic tape recording channel. | Fatih Sarigoz, B. V. K. Vijaya Kumar, James A. Bain |
| 1993 | ICASSP | Differential learning leads to efficient neural network classifiers. | Josef Bign, John B. Hampshire II, B. V. K. Vijaya Kumar |
| 1990 | IJCNN | Learning in competitively inhibited neural nets. | Michael Lemmon, B. V. K. Vijaya Kumar |
| 1990 | IJCNN | Competitive learning's global search property. | Michael Lemmon, B. V. K. Vijaya Kumar |
| 1989 | SMC | Design of partial information filters for optical correlators. | Zouhir Bahri, B. V. K. Vijaya Kumar |