| 2024 | CVPR | MSU-4S - The Michigan State University Four Seasons Dataset. | Daniel Kent, Mohammed Alyaqoub, Xiaohu Lu, Hamed Khatounabadi, Kookjin Sung, Cole Scheller, Alexander Dalat, Xinwei Guo, Asma bin Thabit, Roberto Whitley, Hayder Radha |
| 2024 | VTC | Robust Adaptive Modular Perception System (RAMPS): A Node-Based Processing Framework for Training and Testing Vehicle Perception Systems. | Daniel Kent, Dominic Mazza, Hayder Radha |
| 2024 | SecureComm | Optical Lens Attack on Deep Learning Based Monocular Depth Estimation. | Ce Zhou, Qiben Yan, Daniel Kent, Guangjing Wang, Ziqi Zhang, Hayder Radha |
| 2023 | ICASSP | Cross Modality Knowledge Distillation for Robust Pedestrian Detection in Low Light and Adverse Weather Conditions. | Mazin Hnewa, Alireza Rahimpour, Justin Miller, Devesh Upadhyay, Hayder Radha |
| 2023 | IROS | ScAR: Scaling Adversarial Robustness for LiDAR Object Detection. | Xiaohu Lu, Hayder Radha |
| 2023 | IROS | TransCAR: Transformer-Based Camera-and-Radar Fusion for 3D Object Detection. | Su Pang, Daniel D. Morris, Hayder Radha |
| 2022 | ICIP | Strong-Weak Integrated Semi-Supervision for Unsupervised Domain Adaptation. | Xiaohu Lu, Hayder Radha |
| 2022 | VTC | Integrated Generative-Model Domain-Adaptation for Object Detection under Challenging Conditions. | Mazin Hnewa, Hayder Radha |
| 2022 | WACV | Fast-CLOCs: Fast Camera-LiDAR Object Candidates Fusion for 3D Object Detection. | Su Pang, Daniel D. Morris, Hayder Radha |
| 2021 | ICASSP | Multi-Object Tracking Using Poisson Multi-Bernoulli Mixture Filtering For Autonomous Vehicles. | Su Pang, Hayder Radha |
| 2021 | ICIP | Multiscale Domain Adaptive Yolo For Cross-Domain Object Detection. | Mazin Hnewa, Hayder Radha |
| 2021 | ICRA | 3D Multi-Object Tracking using Random Finite Set-based Multiple Measurement Models Filtering (RFS-M | Su Pang, Daniel D. Morris, Hayder Radha |
| 2020 | IROS | Localization Uncertainty-driven Adaptive Framework for Controlling Ground Vehicle Robots. | Daniel Kent, Philip K. McKinley, Hayder Radha |
| 2020 | IROS | CLOCs: Camera-LiDAR Object Candidates Fusion for 3D Object Detection. | Su Pang, Daniel D. Morris, Hayder Radha |
| 2019 | IROS | FLAME: Feature-Likelihood Based Mapping and Localization for Autonomous Vehicles. | Su Pang, Daniel Kent, Daniel Morris, Hayder Radha |
| 2018 | VTC | 3D Scan Registration Based Localization for Autonomous Vehicles - A Comparison of NDT and ICP under Realistic Conditions. | Su Pang, Daniel Kent, Xi Cai, Hothaifa Al-Qassab, Daniel Morris, Hayder Radha |
| 2016 | ICIP | EPIQ video streaming: Packet design and performance analysis. | Hothaifa Al-Qassab, Hayder Radha |
| 2016 | ICIP | Image super-resolution via Dual-Manifold Clustering and Subspace Similarity. | Mohammed Al-Qizwini, Chinh T. Dang, Mohammad Aghagolzadeh, Hayder Radha |
| 2015 | CISS | Truncated and smoothed schatten-p function for robust tensor recovery. | Mohammed Al-Qizwini, Hayder Radha |
| 2015 | CISS | IM session identification by outlier detection in cross-correlation functions. | Saad Saleh, Muhammad Usman Ilyas, Khawar Khurshid, Alex X. Liu, Hayder Radha |
| 2015 | ICIP | Fast image super-resolution via selective manifold learning of high-resolution patches. | Chinh T. Dang, Hayder Radha |
| 2015 | ICIP | Super-resolution for inconsistent scalable video streaming. | Abo Talib Mahfoodh, Debargha Mukherjee, Hayder Radha |
| 2015 | RecSys | Cold-Start Item and User Recommendation with Decoupled Completion and Transduction. | Iman Barjasteh, Rana Forsati, Farzan Masrour, Abdol-Hossein Esfahanian, Hayder Radha |
| 2015 | RecSys | PushTrust: An Efficient Recommendation Algorithm by Leveraging Trust and Distrust Relations. | Rana Forsati, Iman Barjasteh, Farzan Masrour, Abdol-Hossein Esfahanian, Hayder Radha |
| 2014 | ACSSC | Denoising of network graphs using topology diffusion. | Mohammad Aghagolzadeh, Mohammed Al-Qizwini, Hayder Radha |
| 2014 | ACSSC | Smoothed rank approximation algorithms for matrix completion. | Mohammed Al-Qizwini, Hayder Radha |
| 2014 | ACSSC | Representative selection for big data via sparse graph and geodesic Grassmann manifold distance. | Chinh T. Dang, Mohammed Al-Qizwini, Hayder Radha |
| 2014 | CISS | Fast smooth rank approximation for tensor completion. | Mohammed Al-Qizwini, Hayder Radha |
| 2014 | GLOBECOM | Breaching IM session privacy using causality. | Saad Saleh, Mamoon Raja, Muhammad Shahnawaz, Muhammad Usman Ilyas, Khawar Khurshid, Muhammad Zubair Shafiq, Alex X. Liu, Hayder Radha, Shirish S. Karande |
| 2013 | ICASSP | Tensor video coding. | Abo Talib Mahfoodh, Hayder Radha |
| 2013 | ICNP | Who are you talking to? Breaching privacy in encrypted IM networks. | Muhammad Usman Ilyas, Muhammad Zubair Shafiq, Alex X. Liu, Hayder Radha |
| 2013 | PCS | Compression of image ensembles using tensor decomposition. | Abo Talib Mahfoodh, Hayder Radha |
| 2012 | GLOBECOM | HopCaster: A network coding-based hop-by-hop reliable multicast protocol. | Rami Halloush, Hang Liu, Lijun Dong, Mingquan Wu, Hayder Radha |
| 2012 | ICIP | Compressive dictionary learning for image recovery. | Mohammad Aghagolzadeh, Hayder Radha |
| 2012 | ICIP | Key frame extraction from consumer videos using epitome. | Chinh T. Dang, Mrityunjay Kumar, Hayder Radha |
| 2012 | ICNP | FAST: A channel access protocol for wireless video (and non-video) traffic. | Sohraab Soltani, Hassan Aqeel Khan, Hayder Radha |
| 2011 | ICASSP | Incoherent color frames for compressive demosaicing. | Abdolreza Abdolhosseini Moghadam, Mohammad Aghagolzadeh, Mrityunjay Kumar, Hayder Radha |
| 2011 | ICCCN | An Energy Efficient Link Layer Protocol for Power-Constrained Wireless Networks. | Sohraab Soltani, Muhammad Usman Ilyas, Hayder Radha |
| 2011 | ICCCN | On Link Layer Prioritization for Wireless Communication. | Sohraab Soltani, Kiran Misra, Hayder Radha |
| 2011 | ICIP | Compressive demosaicing for periodic color filter arrays. | Mohammad Aghagolzadeh, Abdolreza Abdolhosseini Moghadam, Mrityunjay Kumar, Hayder Radha |
| 2011 | INFOCOM | A distributed and privacy preserving algorithm for identifying information hubs in social networks. | Muhammad Usman Ilyas, Muhammad Zubair Shafiq, Alex X. Liu, Hayder Radha |
| 2011 | IPAS | Multi-seam carving via seamlets. | David D. Conger, Mrityunjay Kumar, Hayder Radha |
| 2011 | MSWIM | On realization of reliable link layer protocols with guaranteed sustainable flows for wireless communication. | Sohraab Soltani, Hayder Radha |
| 2010 | CISS | Practical Distributed Video Coding based on source rate estimation. | Rami Halloush, Hayder Radha |
| 2010 | CISS | A KLT-inspired node centrality for identifying influential neighborhoods in graphs. | Muhammad Usman Ilyas, Hayder Radha |
| 2010 | CISS | Complex sparse projections for compressed sensing. | Abdolreza Abdolhosseini Moghadam, Hayder Radha |
| 2010 | ICASSP | Seamlets: Content-aware nonlinear wavelet transform. | David D. Conger, Hayder Radha, Mrityunjay Kumar |
| 2010 | MMSP | Generalized multiscale seam carving. | David D. Conger, Mrityunjay Kumar, Hayder Radha |
| 2010 | MMSP | Compressive demosaicing. | Abdolreza Abdolhosseini Moghadam, Mohammad Aghagolzadeh, Mrityunjay Kumar, Hayder Radha |
| 2010 | MMSP | Hybrid Compressed Sensing of images. | Abdolreza Abdolhosseini Moghadam, Hayder Radha |
| 2009 | CISS | Performance evaluation: Priority transmission using network coding with multi-generation mixing. | Mohammed D. Halloush, Hayder Radha |
| 2009 | CISS | A case study of: Sender transmission reliability and complexity using network coding with multi-generation mixing. | Mohammed D. Halloush, Hayder Radha |
| 2009 | CISS | Modeling, estimating and predicting the packet-level Bit Error Rate process in IEEE 802.15.4 LR-WPANs using Hidden Markov Models. | Muhammad Usman Ilyas, Hayder Radha |
| 2009 | CISS | On unequal error protection with low density parity check codes in scalable video coding. | Yong Liu, Saad B. Qaisar, Hayder Radha, Aidong Men |
| 2009 | CISS | Practical compressed sensing with log-of-prime projections. | Abdolreza Abdolhosseini Moghadam, Hayder Radha |
| 2009 | CISS | Multipath multi-stream distributed reliable video delivery in Wireless Sensor Networks. | Saad B. Qaisar, Hayder Radha |
| 2009 | GLOBECOM | Sparse Decoding of Low Density Parity Check Codes Using Margin Propagation. | Ming Gu, Kiran Misra, Hayder Radha, Shantanu Chakrabartty |
| 2009 | ICIP | Randomness-in-Structured Ensembles for compressed sensing of images. | Abdolreza Abdolhosseini Moghadam, Hayder Radha |
| 2009 | INFOCOM | Reducing Packet Losses in Networks of Commodity IEEE 802.15.4 Sensor Motes Using Cooperative Communication and Diversity Combination. | Muhammad Usman Ilyas, Moonseong Kim, Hayder Radha |
| 2009 | PCS | Practical Distributed Video Coding over visual sensors. | Rami Halloush, Kiran Misra, Hayder Radha |
| 2009 | PCS | Practical Network Coding for scalable video in error prone networks. | Mohammed D. Halloush, Hayder Radha |
| 2009 | PCS | An optimal bit allocation framework for error resilient Scalable Video Coding. | Yong Liu, Saad B. Qaisar, Hayder Radha, Aidong Men |
| 2009 | PCS | A reliability framework for visual sensor networks. | Saad B. Qaisar, Hayder Radha |
| 2008 | CISS | A rate-distortion empirical model for rate adaptive wireless scalable video. | Yongju Cho, Hayder Radha, Jeongju Yoo, Jinwoo Hong |
| 2008 | CISS | Network coding with multi-generation mixing. | Mohammed D. Halloush, Hayder Radha |
| 2008 | CISS | On measuring memory length of the error rate process in wireless channels. | Muhammad Usman Ilyas, Hayder Radha |
| 2008 | CISS | Natural growth codes: Partial recovery under random network coding. | Shirish Karande, Kiran Misra, Hayder Radha |
| 2008 | CISS | Low complexity distributed reliability for Wireless Sensor Networks. | Saad B. Qaisar, Hayder Radha |
| 2008 | CISS | Performance evaluation of error control protocols over finite-state Markovian channels. | Sohraab Soltani, Hayder Radha |
| 2008 | ICCSA | On Multicast-Based Binding Update Scheme for NEMO Environments. | Moonseong Kim, Hayder Radha, Hyunseung Choo |
| 2008 | ICIP | Complexity reduction using power-law based scheduling for exploiting spatial correlation in distributed video coding. | Kiran Misra, Shirish Karande, Keyur Desai, Hayder Radha |
| 2008 | INFOCOM | Measurement Based Analysis and Modeling of the Error Process in IEEE 802.15.4 LR-WPANs. | Muhammad Usman Ilyas, Hayder Radha |
| 2008 | INFOCOM | Maximal Recovery Network Coding under Topology Constraint. | Kiran Misra, Shirish Karande, Hayder Radha |
| 2008 | ISIT | Design and analysis of Generalized LT-codes using colored ripples. | Shirish S. Karande, Kiran Misra, Sohraab Soltani, Hayder Radha |
| 2008 | MOBICOM | On link-layer reliability and stability for wireless communication. | Sohraab Soltani, Kiran Misra, Hayder Radha |
| 2007 | CISS | A Multi-Tier Model for BER Prediction over Wireless Residual Channels. | Yongju Cho, Syed A. Khayam, Shirish Karande, Hayder Radha, Jae-Gon Kim, Jinwoo Hong |
| 2007 | CISS | The Impact of Receive Diversity in the Presence of Correlation in Wireless Sensor Networks. | Sivanvitha Devarakonda, Hayder Radha |
| 2007 | CISS | Bounding A Statistical Measure Of Network Lifetime For Wireless Sensor Networks. | Muhammad Usman Ilyas, Hayder Radha |
| 2007 | CISS | Adaptive Network Coding With Noisy Packets. | Shirish S. Karande, Kiran Misra, Muhammad Usman Ilyas, Hayder Radha |
| 2007 | CISS | The Design of the Maximum-Likelihood Decoding Algorithm of LDPC Codes over BEG. | Ki-Moon Lee, Hayder Radha |
| 2007 | CISS | Optimal Progressive Error Recovery for Wireless Sensor Networks using Irregular LDPC Codes. | Saad B. Qaisar, Hayder Radha |
| 2007 | ICASSP | Regular Wavelets using a Three-Step Lifting Scheme. | Ramin Eslami, Hayder Radha |
| 2007 | ICIP | Transmission-Distortion Tradeoffs in Network Channel Coding. | Shirish Karande, Hayder Radha |
| 2007 | ISIT | A Maximum-Likelihood Decoding Algorithm of LT Codes with a Small Fraction of Dense Rows. | Ki-Moon Lee, Hayder Radha |
| 2007 | SECON | INPoD: In-Network Processing over Sensor Networks based on Code Design. | Kiran Misra, Shirish Karande, Hayder Radha |
| 2007 | SECON | OPERA: An Optimal Progressive Error Recovery Algorithm for Wireless Sensor Networks. | Saad B. Qaisar, Hayder Radha |
| 2006 | CISS | Image Watermarking using Hybrid Wavelets and Directional Filter Banks. | Ramin Eslami, Hayder Radha |
| 2006 | CISS | End-to-End Channel Capacity of a Wireless Sensor Network Under Reachback. | Muhammad U. Ilyas, Hayder Radha |
| 2006 | CISS | On Modeling of 802.1lb Residue Errors. | Shirish S. Karande, Utpal Parrikar, Kiran Misra, Hayder Radha |
| 2006 | CISS | Evaluation of Interleaved Source Coding (ISC) over Channel with Memory. | Jin Young Lee, Hayder Radha |
| 2006 | CISS | A Distributed Codec Placement Algorithm for Network-Embedded FEC. | Mingquan Wu, Hayder Radha |
| 2006 | ICIP | Regular Hybrid Wavelets and Directional Filter Banks: Extensions and Applications. | Ramin Eslami, Hayder Radha |
| 2006 | ICIP | CLIX: Network Coding and Cross Layer Information Exchange of Wireless Video. | Shirish Karande, Kiran Misra, Hayder Radha |
| 2006 | INFOCOM | Constant-Complexity Models for Wireless Channels. | Syed A. Khayam, Hayder Radha |
| 2005 | ICASSP | Image denoising using translation-invariant contourlet transform. | Ramin Eslami, Hayder Radha |
| 2005 | ICIP | New image transforms using hybrid wavelets and directional filter banks: analysis and design. | Ramin Eslami, Hayder Radha |
| 2005 | ICIP | Multi-view image coding using 3-D voxel models. | Yongying Gao, Hayder Radha |
| 2005 | ICIP | Network embedded FEC (NEF) for video multicast in presence of packet loss correlation. | Shirish Karande, Mingquan Wu, Hayder Radha |
| 2005 | WCNC | The influence mobility model: a novel hierarchical mobility modeling framework. | Muhammad Usman Ilyas, Hayder Radha |
| 2005 | WCNC | Does relay of corrupted packets increase capacity? | Shirish S. Karande, Hayder Radha |
| 2004 | ICASSP | A multistage camera self-calibration algorithm. | Yongying Gao, Hayder Radha |
| 2004 | ICIP | Rate-distortion modeling of scalable video coders. | Min Dai, Dmitri Loguinov, Hayder Radha |
| 2004 | ICIP | A hybrid wavelet framework for modeling vbr video traffic. | Min Dai, Dmitri Loguinov, Hayder Radha |
| 2004 | ICIP | Wavelet-based contourlet transform and its application to image coding. | Ramin Eslami, Hayder Radha |
| 2004 | ICIP | Rate-constrained adaptive fec for video over erasure channels with memory. | Shirish S. Karande, Hayder Radha |
| 2004 | ICIP | Overlay and peer-to-peer multicast with network-embedded FEC. | Hayder Radha, Mingquan Wu |
| 2004 | MOBICOM | Analyzing the spread of active worms over VANET. | Syed A. Khayam, Hayder Radha |
| 2003 | ICIP | Statistical analysis and distortion modeling of MPEG-4 FGS. | Min Dai, Dmitri Loguinov, Hayder Radha |
| 2003 | ICIP | Optimal rate control methods for fine granularity scalable video. | Sharadha Parthasarathy, Hayder Radha |
| 2003 | ICIP | Disparity dependent segmentation based stereo image coding. | Rahul Shukla, Hayder Radha, Martin Vetterli |
| 2003 | ITW | Partial Reed Solomon codes for erasure channels. | Shirish S. Karande, Hayder Radha |
| 2003 | MSWIM | Markov-based modeling of wireless local area networks. | Syed A. Khayam, Hayder Radha |
| 2003 | VCIP | Adaptive overcomplete wavelet video coding with spatial transcaling. | Mihaela van der Schaar, Jong C. Ye, Hayder Radha |
| 2002 | ICIP | Effects of channel delays on underflow events of compressed video over the Internet. | Dmitri Loguinov, Hayder Radha |
| 2002 | ICIP | Open-loop rate control for real-time video streaming: analysis of binomial algorithms. | Dmitri Loguinov, Hayder Radha |
| 2002 | ICIP | Video receiver based real-time estimation of channel capacity. | Dmitri Loguinov, Hayder Radha |
| 2002 | INFOCOM | Increase-Decrease Congestion Control for Real-time Streaming: Scalability. | Dmitri Loguinov, Hayder Radha |
| 2002 | INFOCOM | End-to-End Internet Video Traffic Dynamics: Statistical Study and Analysis. | Dmitri Loguinov, Hayder Radha |
| 2001 | ICIP | Temporal-SNR rate-control for Fine-Granular Scalability. | Hayder Radha, Mihaela van der Schaar |
| 2001 | INFOCOM | On Retransmission Schemes for Real-time Streaming in the Internet. | Dmitri Loguinov, Hayder Radha |
| 2001 | ISCC | Encoder Buffer Constraints for Video Transmission Over Networks with No Quality-of-Service Guarantees. | Hayder Radha, Dmitri Loguinov |
| 2001 | MMSP | Motion-compensation fine-granular-scalability (MC-FGS) for wireless multimedia. | Mihaela van der Schaar, Hayder Radha |
| 2001 | VCIP | Fine-grained loss protection for robust Internet video streaming. | Mihaela van der Schaar, Hayder Radha |
| 2001 | WoWMoM | TranScaling: a video coding and multicasting framework for wireless IP multimedia services. | Hayder Radha |
| 2000 | GLOBECOM | Streaming fine-grained scalable video over packet-based networks. | Robert Cohen, Hayder Radha |
| 2000 | ICIP | Packet-Loss Resilient Internet Video Using MPEG-4 Fine Granular Scalability. | Mihaela van der Schaar, Hayder Radha |
| 2000 | ICIP | A Novel MPEG-4 Based Hybrid Temporal-SNR Scalability for Internet Video. | Mihaela van der Schaar, Hayder Radha |
| 1998 | ICIP | Compressed Video Seamless Switching using Variable Splicing Parameters. | Hayder Radha, Mahesh Balakrishnan |
| 1996 | ICIP | Error concealment of still image and video streams with multi-directional recursive nonlinear filters. | Hamid R. Rabiee, Hayder Radha, Rangasami L. Kashyap |
| 1995 | ICIP | Multiresolution image compression with BSP trees and multilevel BTC. | Hamid R. Rabiee, Rangasami L. Kashyap, Hayder Radha |
| 1991 | ICASSP | A multiresolution approach to binary tree representations of images. | Hayder Radha, Riccardo Leonardi, Martin Vetterli |
| 1990 | ICASSP | Image processing performance evaluation for DSP based parallel computers with distributed frame buffers. | M. Reha Civanlar, Hayder Radha |
| 1990 | VCIP | Image representation using binary space partitioning trees. | Hayder Radha, Riccardo Leonardi, Bruce Naylor, Martin Vetterli |