- Sholokhov, A., Nabi, S., Rapp, J., Brunton, S., Kutz, N., Boufounos, P.T., Mansour, H., "Single-pixel imaging of spatio-temporal flows using differentiable latent dynamics", IEEE Transactions on Computational Imaging, October 2024.
BibTeX TR2024-151 PDF- @article{Sholokhov2024oct,
- author = {{Sholokhov, Aleksei and Nabi, Saleh and Rapp, Joshua and Brunton, Steven and Kutz, Nathan and Boufounos, Petros T. and Mansour, Hassan}},
- title = {Single-pixel imaging of spatio-temporal flows using differentiable latent dynamics},
- journal = {IEEE Transactions on Computational Imaging},
- year = 2024,
- month = oct,
- url = {https://www.merl.com/publications/TR2024-151}
- }
- Jin, S., Wang, P., Boufounos, P.T., Orlik, P.V., Takahashi, R., Roy, S., "Spatial-Domain Mutual Interference Mitigation for MIMO-FMCW Automotive Radar", IEEE Transactions on Vehicular Technology, DOI: 10.1109/TVT.2024.3467917, September 2024.
BibTeX TR2024-148 PDF- @article{Jin2024sep,
- author = {Jin, Sian and Wang, Pu and Boufounos, Petros T. and Orlik, Philip V. and Takahashi, Ryuhei and Roy, Sumit}},
- title = {Spatial-Domain Mutual Interference Mitigation for MIMO-FMCW Automotive Radar},
- journal = {IEEE Transactions on Vehicular Technology},
- year = 2024,
- month = sep,
- doi = {10.1109/TVT.2024.3467917},
- issn = {1939-9359},
- url = {https://www.merl.com/publications/TR2024-148}
- }
- Rahman, M., Yataka, R., Kato, S., Wang, P., Li, P., Cardace, A., Boufounos, P.T., "MMVR: Millimeter-wave Multi-View Radar Dataset and Benchmark for Indoor Perception", European Conference on Computer Vision (ECCV), DOI: 10.1007/978-3-031-72986-7_18, September 2024, pp. 306–322.
BibTeX TR2024-117 PDF Data- @inproceedings{Rahman2024sep,
- author = {Rahman, Mahbub and Yataka, Ryoma and Kato, Sorachi and Wang, Pu and Li, Peizhao and Cardace, Adriano and Boufounos, Petros T.}},
- title = {MMVR: Millimeter-wave Multi-View Radar Dataset and Benchmark for Indoor Perception},
- booktitle = {European Conference on Computer Vision (ECCV)},
- year = 2024,
- pages = {306–322},
- month = sep,
- publisher = {Springer},
- doi = {10.1007/978-3-031-72986-7_18},
- url = {https://www.merl.com/publications/TR2024-117}
- }
- Shastri, S., Ma, Y., Boufounos, P.T., Mansour, H., "Deep Calibration and Operator Learning for Ground Penetrating Radar Imaging", European Signal Processing Conference (EUSIPCO), August 2024.
BibTeX TR2024-128 PDF- @inproceedings{Shastri2024aug,
- author = {Shastri, Saurav and Ma, Yanting and Boufounos, Petros T. and Mansour, Hassan}},
- title = {Deep Calibration and Operator Learning for Ground Penetrating Radar Imaging},
- booktitle = {European Signal Processing Conference (EUSIPCO)},
- year = 2024,
- month = aug,
- url = {https://www.merl.com/publications/TR2024-128}
- }
- Zhang, X., Mao, W., Mowlavi, S., Benosman, M., Basar, T., "Controlgym: Large-Scale Control Environments for Benchmarking Reinforcement Learning Algorithms", Learning for Dynamics & Control Conference (L4DC), July 2024, pp. 181-196.
BibTeX TR2024-098 PDF- @inproceedings{Zhang2024jul2,
- author = {Zhang, Xiangyuan and Mao, Weichao and Mowlavi, Saviz and Benosman, Mouhacine and Basar, Tamer}},
- title = {Controlgym: Large-Scale Control Environments for Benchmarking Reinforcement Learning Algorithms},
- booktitle = {Learning for Dynamics & Control Conference (L4DC)},
- year = 2024,
- pages = {181--196},
- month = jul,
- publisher = {PMLR},
- url = {https://www.merl.com/publications/TR2024-098}
- }
- Yataka, R., Wang, P., Boufounos, P.T., Takahashi, R., "SIRA: Scalable Inter-frame Relation and Association for Radar Perception", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2024, pp. 15024-15034.
BibTeX TR2024-041 PDF Video- @inproceedings{Yataka2024jun,
- author = {Yataka, Ryoma and Wang, Pu and Boufounos, Petros T. and Takahashi, Ryuhei},
- title = {SIRA: Scalable Inter-frame Relation and Association for Radar Perception},
- booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
- year = 2024,
- pages = {15024--15034},
- month = jun,
- url = {https://www.merl.com/publications/TR2024-041}
- }
- Vaca-Rubio, C., Wang, P., Koike-Akino, T., Wang, Y., Boufounos, P.T., Popovski, P., "Object Trajectory Estimation with Continuous-Time Neural Dynamic Learning of Millimeter-Wave Wi-Fi", IEEE Journal of Selected Topics in Signal Processing, DOI: 10.1109/JSTSP.2024.3388930, April 2024.
BibTeX TR2024-044 PDF- @article{Vaca-Rubio2024apr,
- author = {Vaca-Rubio, Cristian and Wang, Pu and Koike-Akino, Toshiaki and Wang, Ye and Boufounos, Petros T. and Popovski, Petar},
- title = {Object Trajectory Estimation with Continuous-Time Neural Dynamic Learning of Millimeter-Wave Wi-Fi},
- journal = {IEEE Journal of Selected Topics in Signal Processing},
- year = 2024,
- month = apr,
- doi = {10.1109/JSTSP.2024.3388930},
- issn = {1941-0484},
- url = {https://www.merl.com/publications/TR2024-044}
- }
- Fernandez-Menduina, S., Rapp, J., Mansour, H., Greiff, M., Parsons, K., "Tracking Beyond the Unambiguous Range with Modulo Single-Photon Lidar", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP48485.2024.10446835, March 2024, pp. 6-10.
BibTeX TR2024-021 PDF- @inproceedings{Fernandez-Menduina2024mar,
- author = {Fernandez-Menduina, Samuel and Rapp, Joshua and Mansour, Hassan and Greiff, Marcus and Parsons, Kieran},
- title = {Tracking Beyond the Unambiguous Range with Modulo Single-Photon Lidar},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2024,
- pages = {6--10},
- month = mar,
- doi = {10.1109/ICASSP48485.2024.10446835},
- url = {https://www.merl.com/publications/TR2024-021}
- }
- Sholokhov, A., Rapp, J., Nabi, S., Brunton, S., Kutz, N., Mansour, H., "Single-pixel imaging of dynamic flows using Neural ODE regularization", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP48485.2024.10447584, March 2024, pp. 2530-2534.
BibTeX TR2024-024 PDF- @inproceedings{Sholokhov2024mar,
- author = {Sholokhov, Aleksei and Rapp, Joshua and Nabi, Saleh and Brunton, Steven and Kutz, Nathan and Mansour, Hassan},
- title = {Single-pixel imaging of dynamic flows using Neural ODE regularization},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2024,
- pages = {2530--2534},
- month = mar,
- publisher = {IEEE},
- doi = {10.1109/ICASSP48485.2024.10447584},
- url = {https://www.merl.com/publications/TR2024-024}
- }
- Kato, S., Wang, P., Koike-Akino, T., Fujihashi, T., Mansour, H., Boufounos, P.T., "Object Trajectory Estimation with Multi-Band Wi-Fi Neural Dynamic Fusion", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP48485.2024.10445972, March 2024, pp. 13261-13265.
BibTeX TR2024-019 PDF- @inproceedings{Kato2024mar,
- author = {Kato, Sorachi and Wang, Pu and Koike-Akino, Toshiaki and Fujihashi, Takuya and Mansour, Hassan and Boufounos, Petros T.},
- title = {Object Trajectory Estimation with Multi-Band Wi-Fi Neural Dynamic Fusion},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2024,
- pages = {13261--13265},
- month = mar,
- publisher = {IEEE},
- doi = {10.1109/ICASSP48485.2024.10445972},
- issn = {2379-190X},
- isbn = {979-8-3503-4485-1},
- url = {https://www.merl.com/publications/TR2024-019}
- }
- Wang, P., Boufounos, P.T., "Monostatic DMG Passive Sensing with Hypothesis Testing", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP48485.2024.10447134, March 2024, pp. 13381-13385.
BibTeX TR2024-020 PDF- @inproceedings{Wang2024mar,
- author = {Wang, Pu and Boufounos, Petros T.},
- title = {Monostatic DMG Passive Sensing with Hypothesis Testing},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2024,
- pages = {13381--13385},
- month = mar,
- publisher = {IEEE},
- doi = {10.1109/ICASSP48485.2024.10447134},
- issn = {2379-190X},
- isbn = {979-8-3503-4485-1},
- url = {https://www.merl.com/publications/TR2024-020}
- }
- Yataka, R., Wang, P., Boufounos, P.T., Takahashi, R., "Radar Perception with Scalable Connective Temporal Relations for Autonomous Driving", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP48485.2024.10446449, March 2024, pp. 13266-13270.
BibTeX TR2024-023 PDF- @inproceedings{Yataka2024mar,
- author = {Yataka, Ryoma and Wang, Pu and Boufounos, Petros T. and Takahashi, Ryuhei},
- title = {Radar Perception with Scalable Connective Temporal Relations for Autonomous Driving},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2024,
- pages = {13266--13270},
- month = mar,
- publisher = {IEEE},
- doi = {10.1109/ICASSP48485.2024.10446449},
- issn = {2379-190X},
- isbn = {979-8-3503-4485-1},
- url = {https://www.merl.com/publications/TR2024-023}
- }
- Ma, Y., Rapp, J., Boufounos, P.T., Mansour, H., "A model of spatial resolution uncertainty for Compton camera imaging", International Conference on Advancements in Nuclear Instrumentation Measurement Methods and their Applications (ANIMMA), DOI: 10.1051/epjconf/202328810002, January 2024, pp. 10002.
BibTeX TR2024-005 PDF- @inproceedings{Ma2024jan,
- author = {Ma, Yanting and Rapp, Joshua and Boufounos, Petros T. and Mansour, Hassan},
- title = {A model of spatial resolution uncertainty for Compton camera imaging},
- booktitle = {Advancements in Nuclear Instrumentation Measurement Methods and their Applications (ANIMMA)},
- year = 2024,
- pages = 10002,
- month = jan,
- publisher = {EPJ Web of Conferences, 288},
- doi = {10.1051/epjconf/202328810002},
- url = {https://www.merl.com/publications/TR2024-005}
- }
- Kitichotkul, R., Rapp, J., Goyal, V.K., "The Role of Detection Times in Reflectivity Estimation with Single-Photon Lidar", IEEE Journal of Selected Topics in Quantum Electronics, DOI: 10.1109/JSTQE.2023.3333834, Vol. 30, No. 1, pp. 8800114:1-14, January 2024.
BibTeX TR2024-003 PDF- @article{Kitichotkul2024jan,
- author = {Kitichotkul, Ruangrawee and Rapp, Joshua and Goyal, Vivek K},
- title = {The Role of Detection Times in Reflectivity Estimation with Single-Photon Lidar},
- journal = {IEEE Journal of Selected Topics in Quantum Electronics},
- year = 2024,
- volume = 30,
- number = 1,
- pages = {8800114:1--14},
- month = jan,
- doi = {10.1109/JSTQE.2023.3333834},
- url = {https://www.merl.com/publications/TR2024-003}
- }
- Mowlavi, S., Benosman, M., "Dual Parametric and State Estimation for Partial Differential Equations", IEEE Conference on Decision and Control, DOI: 10.1109/CDC49753.2023.10384246, December 2023, pp. 8156-8161.
BibTeX TR2023-145 PDF- @inproceedings{Mowlavi2023dec,
- author = {Mowlavi, Saviz and Benosman, Mouhacine},
- title = {Dual Parametric and State Estimation for Partial Differential Equations},
- booktitle = {IEEE Conference on Decision and Control (CDC)},
- year = 2023,
- pages = {8156--8161},
- month = dec,
- publisher = {IEEE},
- doi = {10.1109/CDC49753.2023.10384246},
- issn = {2576-2370},
- isbn = {979-8-3503-0125-0},
- url = {https://www.merl.com/publications/TR2023-145}
- }
- Nuti, P., Kim, K.J., Wang, P., Koike-Akino, T., Parsons, K., "RIS-Assisted Joint Preamble Detection and Localization", IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), DOI: 10.1109/CAMSAP58249.2023.10403493, December 2023.
BibTeX TR2023-142 PDF- @inproceedings{Nuti2023dec,
- author = {Nuti, Pooja and Kim, Kyeong Jin and Wang, Pu and Koike-Akino, Toshiaki and Parsons, Kieran},
- title = {RIS-Assisted Joint Preamble Detection and Localization},
- booktitle = {IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)},
- year = 2023,
- month = dec,
- doi = {10.1109/CAMSAP58249.2023.10403493},
- isbn = {979-8-3503-4453-0},
- url = {https://www.merl.com/publications/TR2023-142}
- }
- Wang, P., Koike-Akino, T., Boufounos, P.T., Tsujita, W., Yamashita, G., "Learning-Based THz Multi-Layer Imaging With Model-Based Masks", International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz), DOI: 10.1109/IRMMW-THz57677.2023.10299043, September 2023.
BibTeX TR2024-017 PDF- @inproceedings{Wang2023sep2,
- author = {Wang, Pu and Koike-Akino, Toshiaki and Boufounos, Petros T. and Tsujita, Wataru and Yamashita, Genki},
- title = {Learning-Based THz Multi-Layer Imaging With Model-Based Masks},
- booktitle = {International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)},
- year = 2023,
- month = sep,
- doi = {10.1109/IRMMW-THz57677.2023.10299043},
- issn = {2162-2035},
- isbn = {979-8-3503-3661-0},
- url = {https://www.merl.com/publications/TR2024-017}
- }
- Pandharipande, A., Cheng, C.-H., Dauwels, J., Gurbuz, S., Ibanez-Guzman, J., Li, G., Piazzoni, A., Wang, P., Santra, A., "Sensing and Machine Learning for Automotive Perception: A Review", IEEE Sensors Journal, DOI: 10.1109/JSEN.2023.3262134, Vol. 23, No. 11, pp. 11097-11115, June 2023.
BibTeX TR2023-089 PDF- @article{Pandharipande2023jun,
- author = {Pandharipande, Ashish and Cheng, Chih-Hong and Dauwels, Justin and Gurbuz, Sevgi and Ibanez-Guzman, Javier and Li, Guofa and Piazzoni, Andrea and Wang, Pu and Santra, Avik},
- title = {Sensing and Machine Learning for Automotive Perception: A Review},
- journal = {IEEE Sensors Journal},
- year = 2023,
- volume = 23,
- number = 11,
- pages = {11097--11115},
- month = jun,
- doi = {10.1109/JSEN.2023.3262134},
- issn = {1558-1748},
- url = {https://www.merl.com/publications/TR2023-089}
- }
- Kim, K.J., Vinod, A.P., Guo, J., Deshpande, V.M., Parsons, K., "Spectrum Sharing-inspired Safe Motion Planning", IEEE International Conference on Communications Workshops (ICC), May 2023.
BibTeX TR2023-049 PDF- @inproceedings{Kim2023may2,
- author = {Kim, Kyeong Jin and Vinod, Abraham P. and Guo, Jianlin and Deshpande, Vedang M. and Parsons, Kieran},
- title = {Spectrum Sharing-inspired Safe Motion Planning},
- booktitle = {IEEE International Conference on Communications Workshops (ICC)},
- year = 2023,
- month = may,
- url = {https://www.merl.com/publications/TR2023-049}
- }
- Berk, A., Ma, Y., Boufounos, P.T., Wang, P., Mansour, H., "Deep Proximal Gradient Method for Learned Convex Regularizers", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP49357.2023.10094632, May 2023, pp. 1-5.
BibTeX TR2023-032 PDF Video- @inproceedings{Berk2023may,
- author = {Berk, Aaron and Ma, Yanting and Boufounos, Petros T. and Wang, Pu and Mansour, Hassan},
- title = {Deep Proximal Gradient Method for Learned Convex Regularizers},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2023,
- pages = {1--5},
- month = may,
- publisher = {IEEE},
- doi = {10.1109/ICASSP49357.2023.10094632},
- isbn = {978-1-7281-6327-7},
- url = {https://www.merl.com/publications/TR2023-032}
- }
- Jin, S., Wang, P., Boufounos, P.T., Takahashi, R., Roy, S., "Spatial-Domain Object Detection Under MIMO-FMCW Automotive Radar Interference", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP49357.2023.10095409, May 2023, pp. 1-5.
BibTeX TR2023-027 PDF- @inproceedings{Jin2023may,
- author = {Jin, Sian and Wang, Pu and Boufounos, Petros T. and Takahashi, Ryuhei and Roy, Sumit},
- title = {Spatial-Domain Object Detection Under MIMO-FMCW Automotive Radar Interference},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2023,
- pages = {1--5},
- month = may,
- publisher = {IEEE},
- doi = {10.1109/ICASSP49357.2023.10095409},
- isbn = {978-1-7281-6327-7},
- url = {https://www.merl.com/publications/TR2023-027}
- }
- Ulvog, A., Rapp, J., Koike-Akino, T., Mansour, H., Boufounos, P.T., Parsons, K., "Phase Unwrapping in Correlated Noise for FMCW LIDAR Depth Estimation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP49357.2023.10095456, May 2023, pp. 1-5.
BibTeX TR2023-028 PDF Video Presentation- @inproceedings{Ulvog2023may,
- author = {Ulvog, Alfred and Rapp, Joshua and Koike-Akino, Toshiaki and Mansour, Hassan and Boufounos, Petros T. and Parsons, Kieran},
- title = {Phase Unwrapping in Correlated Noise for FMCW LIDAR Depth Estimation},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2023,
- pages = {1--5},
- month = may,
- doi = {10.1109/ICASSP49357.2023.10095456},
- isbn = {978-1-7281-6327-7},
- url = {https://www.merl.com/publications/TR2023-028}
- }
- Vaca-Rubio, C., Wang, P., Koike-Akino, T., Wang, Y., Boufounos, P.T., Popovski, P., "mmWave Wi-Fi Trajectory Estimation with Continuous-Time Neural Dynamic Learning", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP49357.2023.10096474, May 2023, pp. 1-5.
BibTeX TR2023-033 PDF Video- @inproceedings{Vaca-Rubio2023may,
- author = {Vaca-Rubio, Cristian and Wang, Pu and Koike-Akino, Toshiaki and Wang, Ye and Boufounos, Petros T. and Popovski, Petar},
- title = {mmWave Wi-Fi Trajectory Estimation with Continuous-Time Neural Dynamic Learning},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2023,
- pages = {1--5},
- month = may,
- publisher = {IEEE},
- doi = {10.1109/ICASSP49357.2023.10096474},
- isbn = {978-1-7281-6327-7},
- url = {https://www.merl.com/publications/TR2023-033}
- }
- Zhao, Q., Ma, Y., Boufounos, P.T., Nabi, S., Mansour, H., "Deep Born Operator Learning for Reflection Tomographic Imaging", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP49357.2023.10095494, May 2023, pp. 1-5.
BibTeX TR2023-029 PDF Video- @inproceedings{Zhao2023may,
- author = {Zhao, Qingqing and Ma, Yanting and Boufounos, Petros T. and Nabi, Saleh and Mansour, Hassan},
- title = {Deep Born Operator Learning for Reflection Tomographic Imaging},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2023,
- pages = {1--5},
- month = may,
- publisher = {IEEE},
- doi = {10.1109/ICASSP49357.2023.10095494},
- url = {https://www.merl.com/publications/TR2023-029}
- }
- Shimoya, R., Morimoto, T., van Baar, J., Boufounos, P.T., Ma, Y., Mansour, H., "Learning Occlusion-Aware Dense Correspondences for Multi-Modal Images", IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), DOI: 10.1109/AVSS56176.2022.9959354, November 2022, pp. 1-8.
BibTeX TR2022-149 PDF- @inproceedings{Shimoya2022nov,
- author = {Shimoya, Ryosuke and Morimoto, Tahashi and van Baar, Jeroen and Boufounos, Petros T. and Ma, Yanting and Mansour, Hassan},
- title = {Learning Occlusion-Aware Dense Correspondences for Multi-Modal Images},
- booktitle = {IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)},
- year = 2022,
- pages = {1--8},
- month = nov,
- doi = {10.1109/AVSS56176.2022.9959354},
- isbn = {978-1-6654-6382-9},
- url = {https://www.merl.com/publications/TR2022-149}
- }