@article{bb224900,
AUTHOR = "Zhang, Z.L. and Yezzi, A.J. and Gallego, G.",
TITLE = "Formulating Event-Based Image Reconstruction as a Linear Inverse
Problem With Deep Regularization Using Optical Flow",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "7",
MONTH = "July",
PAGES = "8372-8389",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220091"}
@article{bb224901,
AUTHOR = "Gu, D.X. and Li, J. and Zhu, L. and Zhang, Y. and Ren, J.S.",
TITLE = "Reliable Event Generation With Invertible Conditional Normalizing
Flow",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "2",
MONTH = "February",
PAGES = "927-943",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220092"}
@article{bb224902,
AUTHOR = "Gehrig, M. and Muglikar, M. and Scaramuzza, D.",
TITLE = "Dense Continuous-Time Optical Flow From Event Cameras",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "7",
MONTH = "July",
PAGES = "4736-4746",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220093"}
@inproceedings{bb224903,
AUTHOR = "Schnider, Y. and Wozniak, S. and Gehrig, M. and Lecomte, J. and von Arnim, A. and Benini, L. and Scaramuzza, D. and Pantazi, A.",
TITLE = "Neuromorphic Optical Flow and Real-time Implementation with Event
Cameras",
BOOKTITLE = EventVision23,
YEAR = "2023",
PAGES = "4129-4138",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220094"}
@inproceedings{bb224904,
AUTHOR = "Gehrig, M. and Millhausler, M. and Gehrig, D. and Scaramuzza, D.",
TITLE = "E-RAFT: Dense Optical Flow from Event Cameras",
BOOKTITLE = "3DV21",
YEAR = "2021",
PAGES = "197-206",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220095"}
@article{bb224905,
AUTHOR = "Wan, Z. and Tan, G. and Wang, Y. and Zhai, W. and Cao, Y. and Zha, Z.J.",
TITLE = "Event-Based Optical Flow via Transforming Into Motion-Dependent View",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "5327-5339",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220096"}
@article{bb224906,
AUTHOR = "Luo, X.L. and Luo, A. and Luo, K.M. and Wang, Z.N. and Tan, P. and Zeng, B. and Liu, S.C.",
TITLE = "Learning Efficient Meshflow and Optical Flow From Event Cameras",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "1355-1372",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220097"}
@inproceedings{bb224907,
AUTHOR = "Luo, X.L. and Luo, A. and Wang, Z.N. and Lin, C.Y. and Zeng, B. and Liu, S.C.",
TITLE = "Efficient Meshflow and Optical Flow Estimation from Event Cameras",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "19198-19207",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220098"}
@inproceedings{bb224908,
AUTHOR = "Luo, X.L. and Luo, K.M. and Luo, A. and Wang, Z.N. and Tan, P. and Liu, S.C.",
TITLE = "Learning Optical Flow from Event Camera with Rendered Dataset",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "9813-9823",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220099"}
@article{bb224909,
AUTHOR = "Zhao, R. and Xiong, R.Q. and Wang, D.K. and Xuan, S.Y. and Zhang, J. and Fan, X.P. and Huang, T.J.",
TITLE = "Spike Camera Optical Flow Estimation Based on Continuous Spike
Streams",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "4",
MONTH = "April",
PAGES = "4756-4770",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220100"}
@article{bb224910,
AUTHOR = "You, H.Z. and Cao, Y.J. and Yuan, W. and Wang, F.J. and Qiao, N. and Li, Y.J.",
TITLE = "Vector-Symbolic Architecture for Event-Based Optical Flow",
JOURNAL = IJCV,
VOLUME = "134",
YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "367",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220101"}
@article{bb224911,
AUTHOR = "Humais, M.A. and Sajwani, H. and Javed, S. and Zweiri, Y.",
TITLE = "Efficient High-Frequency Event-Based Optical Flow With Temporal
Iterative Refinement and Spiking Neural Networks",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "9849-9864",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220102"}
@inproceedings{bb224912,
AUTHOR = "Humais, M.A. and Huang, X.Q. and Sajwani, H. and Javed, S. and Zweiri, Y.",
TITLE = "Spatio-Temporal State Space Model for Efficient Event-Based Optical
Flow",
BOOKTITLE = EventVision25,
YEAR = "2025",
PAGES = "5082-5091",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220103"}
@inproceedings{bb224913,
AUTHOR = "Truong, N. and Karmokar, P.P. and Beksi, W.J.",
TITLE = "UEOF: A Benchmark Dataset for Underwater Event-Based Optical Flow",
BOOKTITLE = EventVisionGenAI26,
YEAR = "2026",
PAGES = "645-655",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220104"}
@inproceedings{bb224914,
AUTHOR = "Raju, G.R.G. and Zubic, N. and Cannici, M. and Scaramuzza, D.",
TITLE = "Perturbed State Space Feature Encoders for Optical Flow with Event
Cameras",
BOOKTITLE = EventVision25,
YEAR = "2025",
PAGES = "5072-5081",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220105"}
@inproceedings{bb224915,
AUTHOR = "Liu, D. and Cheng, L. and Wang, T. and Sun, C.Y.",
TITLE = "EDCFlow: Exploring Temporally Dense Difference Maps for Event-based
Optical Flow Estimation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "1984-1993",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220106"}
@inproceedings{bb224916,
AUTHOR = "Liu, H.T. and Chen, G. and Qu, S.Q. and Zhang, Y.P. and Li, Z.J. and Knoll, A. and Jiang, C.J.",
TITLE = "TMA: Temporal Motion Aggregation for Event-based Optical Flow",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "9651-9660",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220107"}
@inproceedings{bb224917,
AUTHOR = "Paredes Valles, F. and Scheper, K.Y.W. and de Wagter, C. and de Croon, G.C.H.E.",
TITLE = "Taming Contrast Maximization for Learning Sequential, Low-latency,
Event-based Optical Flow",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "9661-9671",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220108"}
@inproceedings{bb224918,
AUTHOR = "Ponghiran, W. and Liyanagedera, C.M. and Roy, K.",
TITLE = "Event-based Temporally Dense Optical Flow Estimation with Sequential
Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "9793-9802",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220109"}
@inproceedings{bb224919,
AUTHOR = "Nagata, J. and Sekikawa, Y.",
TITLE = "Tangentially Elongated Gaussian Belief Propagation for Event-Based
Incremental Optical Flow Estimation",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "21940-21949",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220110"}
@inproceedings{bb224920,
AUTHOR = "Sekikawa, Y. and Nagata, J.",
TITLE = "Live Demonstration: Tangentially Elongated Gaussian Belief
Propagation for Event-based Incremental Optical Flow Estimation",
BOOKTITLE = EventVision23,
YEAR = "2023",
PAGES = "3931-3932",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220111"}
@inproceedings{bb224921,
AUTHOR = "Dalgaty, T. and Mesquida, T. and Joubert, D. and Sironi, A. and Vivet, P. and Posch, C.",
TITLE = "HUGNet: Hemi-Spherical Update Graph Neural Network applied to
low-latency event-based optical flow",
BOOKTITLE = EventVision23,
YEAR = "2023",
PAGES = "3953-3962",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220112"}
@inproceedings{bb224922,
AUTHOR = "Li, Z.Y. and Shen, J.W. and Liu, R.T.",
TITLE = "A Lightweight Network to Learn Optical Flow from Event Data",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220113"}
@inproceedings{bb224923,
AUTHOR = "Lee, C. and Kosta, A.K. and Zhu, A.Z. and Chaney, K. and Daniilidis, K. and Roy, K.",
TITLE = "Spike-flownet: Event-based Optical Flow Estimation with
Energy-efficient Hybrid Neural Networks",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXIX: 366-382",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220114"}
@inproceedings{bb224924,
AUTHOR = "Zhu, A.Z. and Yuan, L.Z. and Chaney, K. and Daniilidis, K.",
TITLE = "Unsupervised Event-Based Learning of Optical Flow, Depth, and Egomotion",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "989-997",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220115"}
@inproceedings{bb224925,
AUTHOR = "Zhu, A.Z. and Yuan, L.Z. and Chaney, K. and Daniilidis, K.",
TITLE = "Unsupervised Event-Based Optical Flow Using Motion Compensation",
BOOKTITLE = OpticalFlow18,
YEAR = "2018",
PAGES = "VI:711-714",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220116"}
@inproceedings{bb224926,
AUTHOR = "Gallego, G. and Rebecq, H. and Scaramuzza, D.",
TITLE = "A Unifying Contrast Maximization Framework for Event Cameras, with
Applications to Motion, Depth, and Optical Flow Estimation",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "3867-3876",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220117"}
@inproceedings{bb224927,
AUTHOR = "Ridwan, I. and Cheng, H.",
TITLE = "An Event-Based Optical Flow Algorithm for Dynamic Vision Sensors",
BOOKTITLE = ICIAR17,
YEAR = "2017",
PAGES = "182-189",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743ecof3.html#TT220118"}
@article{bb224928,
AUTHOR = "Chen, T.W. and Lin, W.C. and Chen, C.T.",
TITLE = "Artificial Neural Networks for 3-D Motion Analysis I: Rigid Motion",
JOURNAL = TNN,
VOLUME = "6",
YEAR = "1995",
NUMBER = "6",
MONTH = "November",
PAGES = "1386-1393",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220119"}
@article{bb224929,
AUTHOR = "Chen, T.W. and Lin, W.C. and Chen, C.T.",
TITLE = "Artificial Neural Networks for 3-D Motion Analysis II: Nonrigid Motion",
JOURNAL = TNN,
VOLUME = "6",
YEAR = "1995",
NUMBER = "6",
MONTH = "November",
PAGES = "1394-1401",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220120"}
@article{bb224930,
AUTHOR = "Wang, R.Y.",
TITLE = "A Network Model for the Optic Flow Computation of the MST Neurons",
JOURNAL = NeurNet,
VOLUME = "9",
YEAR = "1996",
NUMBER = "3",
MONTH = "April",
PAGES = "411-426",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220121"}
@article{bb224931,
AUTHOR = "Gray, W.S. and Nabet, B.",
TITLE = "Volterra Series Analysis and Synthesis of a Neural Network for Velocity
Estimation",
JOURNAL = SMC-B,
VOLUME = "29",
YEAR = "1999",
NUMBER = "2",
MONTH = "April",
PAGES = "190",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220122"}
@article{bb224932,
AUTHOR = "Mayer, N. and Ilg, E. and Fischer, P. and Hazirbas, C. and Cremers, D. and Dosovitskiy, A. and Brox, T.",
TITLE = "What Makes Good Synthetic Training Data for Learning Disparity and
Optical Flow Estimation?",
JOURNAL = IJCV,
VOLUME = "126",
YEAR = "2018",
NUMBER = "9",
MONTH = "September",
PAGES = "942-960",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220123"}
@inproceedings{bb224933,
AUTHOR = "Dosovitskiy, A. and Fischery, P. and Ilg, E. and Hausser, P. and Hazirbas, C. and Golkov, V. and van de Smagt, P. and Cremers, D. and Brox, T.",
TITLE = "FlowNet: Learning Optical Flow with Convolutional Networks",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "2758-2766",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220124"}
@inproceedings{bb224934,
AUTHOR = "Ilg, E. and Saikia, T. and Keuper, M. and Brox, T.",
TITLE = "Occlusions, Motion and Depth Boundaries with a Generic Network for
Disparity, Optical Flow or Scene Flow Estimation",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "XII: 626-643",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220125"}
@inproceedings{bb224935,
AUTHOR = "Schrodi, S. and Saikia, T. and Brox, T.",
TITLE = "Towards Understanding Adversarial Robustness of Optical Flow Networks",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "8906-8914",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220126"}
@inproceedings{bb224936,
AUTHOR = "Ilg, E. and Mayer, N. and Saikia, T. and Keuper, M. and Dosovitskiy, A. and Brox, T.",
TITLE = "FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "1647-1655",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220127"}
@inproceedings{bb224937,
AUTHOR = "Wannenwetsch, A.S. and Keuper, M. and Roth, S.",
TITLE = "ProbFlow: Joint Optical Flow and Uncertainty Estimation",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "1182-1191",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220128"}
@inproceedings{bb224938,
AUTHOR = "Makansi, O. and Ilg, E. and Cicek, O. and Brox, T.",
TITLE = "Overcoming Limitations of Mixture Density Networks: A Sampling and
Fitting Framework for Multimodal Future Prediction",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "7137-7146",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220129"}
@inproceedings{bb224939,
AUTHOR = "Ilg, E. and Cicek, O. and Galesso, S. and Klein, A. and Makansi, O. and Hutter, F. and Brox, T.",
TITLE = "Uncertainty Estimates and Multi-hypotheses Networks for Optical Flow",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "VII: 677-693",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220130"}
@article{bb224940,
AUTHOR = "Paredes Valles, F. and Scheper, K.Y.W. and de Croon, G.C.H.E.",
TITLE = "Unsupervised Learning of a Hierarchical Spiking Neural Network for
Optical Flow Estimation: From Events to Global Motion Perception",
JOURNAL = PAMI,
VOLUME = "42",
YEAR = "2020",
NUMBER = "8",
MONTH = "August",
PAGES = "2051-2064",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220131"}
@article{bb224941,
AUTHOR = "Hui, T.W. and Tang, X. and Loy, C.C.",
TITLE = "A Lightweight Optical Flow CNN: Revisiting Data Fidelity and
Regularization",
JOURNAL = PAMI,
VOLUME = "43",
YEAR = "2021",
NUMBER = "8",
MONTH = "August",
PAGES = "2555-2569",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220132"}
@inproceedings{bb224942,
AUTHOR = "Hui, T.W. and Tang, X. and Loy, C.C.",
TITLE = "LiteFlowNet: A Lightweight Convolutional Neural Network for Optical
Flow Estimation",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "8981-8989",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220133"}
@inproceedings{bb224943,
AUTHOR = "Hui, T.W. and Loy, C.C.",
TITLE = "LiteFlownet3: Resolving Correspondence Ambiguity for More Accurate
Optical Flow Estimation",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XX:169-184",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220134"}
@article{bb224944,
AUTHOR = "Che, T.T. and Zheng, Y.J. and Yang, Y.S. and Hou, S.J. and Jia, W.K. and Yang, J. and Gong, C.",
TITLE = "SDOF-GAN: Symmetric Dense Optical Flow Estimation With Generative
Adversarial Networks",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "6036-6049",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220135"}
@article{bb224945,
AUTHOR = "Zheng, Y.J. and Sui, X.D. and Jiang, Y.Y. and Che, T.T. and Zhang, S.T. and Yang, J. and Li, H.S.",
TITLE = "SymReg-GAN: Symmetric Image Registration With Generative Adversarial
Networks",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "5631-5646",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220136"}
@article{bb224946,
AUTHOR = "Liu, S.C. and Luo, K.M. and Ye, N.J. and Wang, C. and Wang, J. and Zeng, B.",
TITLE = "OIFlow: Occlusion-Inpainting Optical Flow Estimation by Unsupervised
Learning",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "6420-6433",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220137"}
@article{bb224947,
AUTHOR = "Liu, S.C. and Luo, K.M. and Luo, A. and Wang, C. and Meng, F.M. and Zeng, B.",
TITLE = "ASFlow: Unsupervised Optical Flow Learning With Adaptive Pyramid
Sampling",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "4282-4295",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220138"}
@inproceedings{bb224948,
AUTHOR = "Luo, K.M. and Wang, C. and Liu, S.C. and Fan, H.Q. and Wang, J. and Sun, J.",
TITLE = "UPFlow: Upsampling Pyramid for Unsupervised Optical Flow Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "1045-1054",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220139"}
@article{bb224949,
AUTHOR = "Zhao, R. and Xiong, R.Q. and Ding, Z. and Fan, X.P. and Zhang, J. and Huang, T.J.",
TITLE = "MRDFlow: Unsupervised Optical Flow Estimation Network With
Multi-Scale Recurrent Decoder",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "4639-4652",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220140"}
@article{bb224950,
AUTHOR = "Liu, P.P. and Lyu, M.R. and King, I. and Xu, J.",
TITLE = "Learning by Distillation:
A Self-Supervised Learning Framework for Optical Flow Estimation",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "5026-5041",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220141"}
@article{bb224951,
AUTHOR = "de Jong, D.B. and Paredes Valles, F. and de Croon, G.C.H.E.",
TITLE = "How Do Neural Networks Estimate Optical Flow?
A Neuropsychology-Inspired Study",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "8290-8305",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220142"}
@article{bb224952,
AUTHOR = "Chi, C. and Hao, T.Y. and Wang, Q.J. and Guo, P. and Yang, X.",
TITLE = "Subspace-PnP: A Geometric Constraint Loss for Mutual Assistance of
Depth and Optical Flow Estimation",
JOURNAL = IJCV,
VOLUME = "130",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "3054-3069",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220143"}
@inproceedings{bb224953,
AUTHOR = "Chi, C. and Wang, Q.J. and Hao, T.Y. and Guo, P. and Yang, X.",
TITLE = "Feature-Level Collaboration: Joint Unsupervised Learning of Optical
Flow, Stereo Depth and Camera Motion",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "2463-2473",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220144"}
@article{bb224954,
AUTHOR = "Feng, M.J. and Jia, H. and Yan, Z.Q. and Yang, X.",
TITLE = "APCAFlow: All-Pairs Cost Volume Aggregation for Optical Flow
Estimation",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "9060-9069",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220145"}
@article{bb224955,
AUTHOR = "Savian, S. and Elahi, M. and Janes, A.A. and Tillo, T.",
TITLE = "Benchmarking equivariance for Deep Learning based optical flow
estimators",
JOURNAL = SP:IC,
VOLUME = "111",
YEAR = "2023",
PAGES = "116892",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220146"}
@article{bb224956,
AUTHOR = "Kong, L.T. and Yang, J.",
TITLE = "MDFlow: Unsupervised Optical Flow Learning by Reliable Mutual
Knowledge Distillation",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "677-688",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220147"}
@article{bb224957,
AUTHOR = "Xiang, X.Z. and Abdein, R. and Lv, N. and Yang, J.",
TITLE = "Self-Supervised Learning of Scene Flow with Occlusion Handling
Through Feature Masking",
JOURNAL = PR,
VOLUME = "139",
YEAR = "2023",
PAGES = "109487",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220148"}
@inproceedings{bb224958,
AUTHOR = "Abdein, R. and Xiang, X.Z. and Lv, N.",
TITLE = "Self-Supervised Learning of Optical Flow, Depth, Camera Pose and
Rigidity Segmentation with Occlusion Handling",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "6-10",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220149"}
@article{bb224959,
AUTHOR = "Lin, Z.W. and Liang, T.T. and Xiao, T.H. and Wang, Y.T. and Yang, M.H.",
TITLE = "FlowNAS: Neural Architecture Search for Optical Flow Estimation",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "4",
MONTH = "April",
PAGES = "1055-1074",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220150"}
@article{bb224960,
AUTHOR = "Lin, Z.H. and Wang, Y.T. and Zhang, J. and Chu, X.J. and Ling, H.B.",
TITLE = "NAS-BNN: Neural Architecture Search for Binary Neural Networks",
JOURNAL = PR,
VOLUME = "159",
YEAR = "2025",
PAGES = "111086",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220151"}
@inproceedings{bb224961,
AUTHOR = "Xiao, T.H. and Yuan, J.W. and Sun, D.Q. and Wang, Q.F. and Zhang, X.Y. and Xu, K.H. and Yang, M.H.",
TITLE = "Learnable Cost Volume Using the Cayley Representation",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "IX:483-499",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220152"}
@article{bb224962,
AUTHOR = "Li, H.P. and Luo, K.M. and Zeng, B. and Liu, S.C.",
TITLE = "GyroFlow+: Gyroscope-Guided Unsupervised Deep Homography and Optical
Flow Learning",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "6",
MONTH = "June",
PAGES = "2331-2349",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220153"}
@inproceedings{bb224963,
AUTHOR = "Li, H.P. and Luo, K.M. and Liu, S.C.",
TITLE = "GyroFlow: Gyroscope-Guided Unsupervised Optical Flow Learning",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "12849-12858",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220154"}
@article{bb224964,
AUTHOR = "Wang, B. and Zhang, Y.F. and Li, J. and Yu, Y. and Sun, Z.P. and Liu, L. and Hu, D.W.",
TITLE = "SplatFlow: Learning Multi-frame Optical Flow via Splatting",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "3023-3045",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220155"}
@article{bb224965,
AUTHOR = "Shu, Y. and Qiu, Z.F. and Long, F.C. and Yao, T. and Ngo, C.W. and Mei, T.",
TITLE = "Learning Temporal Dynamics in Videos With Image Transformer",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "8915-8927",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220156"}
@article{bb224966,
AUTHOR = "Lu, Y.W. and Han, C. and Wang, Q.F. and Fan, H. and Kong, Z. and Liu, D.F. and Chen, Y.J.",
TITLE = "Optical Flow as Spatial-Temporal Attention Learners",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "11491-11506",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220157"}
@article{bb224967,
AUTHOR = "Yang, S.M. and Linares Barranco, B. and Wu, Y.Z. and Chen, B.D.",
TITLE = "Self-Supervised High-Order Information Bottleneck Learning of Spiking
Neural Network for Robust Event-Based Optical Flow Estimation",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "2280-2297",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220158"}
@article{bb224968,
AUTHOR = "Zhu, L. and Yan, W.Q. and Chang, Y. and Tian, Y.H. and Huang, H.",
TITLE = "Simultaneous Learning Intensity and Optical Flow From High-Speed
Spike Stream",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "5126-5139",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220159"}
@article{bb224969,
AUTHOR = "Liang, Y.P. and Fu, Y. and Hu, Y.T. and Shao, W.Q. and Liu, J.M. and Zhang, D.",
TITLE = "Flow-Anything: Learning Real-World Optical Flow Estimation From
Large-Scale Single-View Images",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "8435-8452",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220160"}
@inproceedings{bb224970,
AUTHOR = "Liang, Y.P. and Shao, W.Q. and Zhang, D. and Fu, Y.",
TITLE = "MPI-Flow: Learning Realistic Optical Flow with Multiplane Images",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "13811-13822",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220161"}
@article{bb224971,
AUTHOR = "Wang, M.F. and Shi, W.J. and Zhu, D.C. and Wang, L. and Zhang, X.L. and Li, J.",
TITLE = "OMFlow: Optimizing optical flow via occlusion motion estimation",
JOURNAL = PRL,
VOLUME = "204",
YEAR = "2026",
PAGES = "34-40",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220162"}
@inproceedings{bb224972,
AUTHOR = "Chen, Y.H. and Zhu, D.C. and Shi, W.J. and Zhang, G.H. and Zhang, T.Y. and Zhang, X.L. and Li, J.",
TITLE = "MFCFlow: A Motion Feature Compensated Multi-Frame Recurrent Network
for Optical Flow Estimation",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "5057-5066",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220163"}
@inproceedings{bb224973,
AUTHOR = "Mirvakhabova, L. and Cai, H. and Jeong, J. and Ackermann, H. and Zanjani, F. and Porikli, F.M.",
TITLE = "Learning Optical Flow Field via Neural Ordinary Differential Equation",
BOOKTITLE = IMW25,
YEAR = "2025",
PAGES = "2822-2831",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220164"}
@inproceedings{bb224974,
AUTHOR = "Jeong, J. and Cai, H. and Lin, J.M. and Porikli, F.M.",
TITLE = "Improving Optical Flow and Stereo Depth Estimation by Leveraging
Uncertainty-Based Learning Difficulties",
BOOKTITLE = Uncertainty25,
YEAR = "2025",
PAGES = "1703-1712",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220165"}
@inproceedings{bb224975,
AUTHOR = "Morimitsu, H. and Zhu, X.B. and Cesar, R.M. and Ji, X.Y. and Yin, X.C.",
TITLE = "DPFlow: Adaptive Optical Flow Estimation with a Dual-Pyramid
Framework",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "17810-17820",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220166"}
@inproceedings{bb224976,
AUTHOR = "Xiang, X.Z. and Chen, Y.M. and Ombati, D. and Zhang, L. and Zhen, X.T.",
TITLE = "Deep Optical Flow Learning with Deformable Large-Kernel
Cross-Attention",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "875-879",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220167"}
@inproceedings{bb224977,
AUTHOR = "Lu, Y.W. and Wang, Q.F. and Ma, S.Q. and Geng, T. and Chen, Y.J.V. and Chen, H. and Liu, D.F.",
TITLE = "TransFlow: Transformer as Flow Learner",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "18063-18073",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220168"}
@inproceedings{bb224978,
AUTHOR = "Jung, H. and Hui, Z. and Luo, L. and Yang, H.T. and Liu, F. and Yoo, S.J. and Ranjan, R. and Demandolx, D.",
TITLE = "AnyFlow: Arbitrary Scale Optical Flow with Implicit Neural
Representation",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "5455-5465",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220169"}
@inproceedings{bb224979,
AUTHOR = "Shi, X.Y. and Huang, Z.Y. and Li, D. and Zhang, M. and Cheung, K.C. and See, S. and Qin, H.W. and Dai, J.F. and Li, H.S.",
TITLE = "FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical
Flow Estimation",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "1599-1610",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220170"}
@inproceedings{bb224980,
AUTHOR = "Marsal, R. and Chabot, F. and Loesch, A. and Sahbi, H.",
TITLE = "BrightFlow:
Brightness-Change-Aware Unsupervised Learning of Optical Flow",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "2060-2069",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220171"}
@inproceedings{bb224981,
AUTHOR = "Min, C. and Kim, T. and Lim, J.W.",
TITLE = "Meta-Learning for Adaptation of Deep Optical Flow Networks",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "2144-2153",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220172"}
@inproceedings{bb224982,
AUTHOR = "Schelling, M. and Hermosilla, P. and Ropinski, T.",
TITLE = "Weakly-Supervised Optical Flow Estimation for Time-of-Flight",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "2134-2143",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220173"}
@inproceedings{bb224983,
AUTHOR = "Savian, S. and Morerio, P. and del Bue, A. and Janes, A.A. and Tillo, T.",
TITLE = "Towards Equivariant Optical Flow Estimation with Deep Learning",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "5077-5086",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220174"}
@inproceedings{bb224984,
AUTHOR = "Chong, X.Y. and Zhou, N. and Li, Q. and Leung, H.",
TITLE = "NoiseFlow: Learning Optical Flow from Low SNR Cryo-EM Movie",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "3471-3477",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220175"}
@inproceedings{bb224985,
AUTHOR = "Bhandari, K. and Duan, B. and Liu, G. and Latapie, H. and Zong, Z.L. and Yan, Y.",
TITLE = "Learning Omnidirectional Flow in 360°
Video via Siamese Representation",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "VIII:557-574",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220176"}
@inproceedings{bb224986,
AUTHOR = "Chang, C.P. and Chen, P.Y. and Ho, Y.H. and Peng, W.H.",
TITLE = "Deep Incremental Optical Flow Coding For Learned Video Compression",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "3988-3992",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220177"}
@inproceedings{bb224987,
AUTHOR = "Im, W.B. and Lee, S. and Yoon, S.E.",
TITLE = "Semi-supervised Learning of Optical Flow by Flow Supervisor",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXV:302-318",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220178"}
@inproceedings{bb224988,
AUTHOR = "Li, Y.H. and Barnes, C. and Huang, K. and Zhang, F.L.",
TITLE = "Deep 360° Optical Flow Estimation Based on Multi-projection Fusion",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXV:336-352",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220179"}
@inproceedings{bb224989,
AUTHOR = "Yuan, S. and Sun, X. and Kim, H. and Yu, S.Z. and Tomasi, C.",
TITLE = "Optical Flow Training Under Limited Label Budget via Active Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXII:410-427",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220180"}
@inproceedings{bb224990,
AUTHOR = "Huang, Z.Y. and Shi, X.Y. and Zhang, C. and Wang, Q. and Cheung, K.C. and Qin, H.W. and Dai, J.F. and Li, H.S.",
TITLE = "FlowFormer: A Transformer Architecture for Optical Flow",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XVII:668-685",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220181"}
@inproceedings{bb224991,
AUTHOR = "Le Guen, V. and Rambour, C. and Thome, N.",
TITLE = "Complementing Brightness Constancy with Deep Networks for Optical Flow
Prediction",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXI:121-138",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220182"}
@inproceedings{bb224992,
AUTHOR = "Sun, D.Q. and Herrmann, C. and Reda, F. and Rubinstein, M. and Fleet, D.J. and Freeman, W.T.",
TITLE = "Disentangling Architecture and Training for Optical Flow",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXII:165-182",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220183"}
@inproceedings{bb224993,
AUTHOR = "Xu, H.F. and Zhang, J. and Cai, J.F. and Rezatofighi, H. and Tao, D.C.",
TITLE = "GMFlow: Learning Optical Flow via Global Matching",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "8111-8120",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220184"}
@inproceedings{bb224994,
AUTHOR = "Luo, A. and Yang, F. and Li, X. and Nie, L. and Lin, C.Y. and Fan, H.Q. and Liu, S.C.",
TITLE = "GAFlow: Incorporating Gaussian Attention into Optical Flow",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "9608-9617",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220185"}
@inproceedings{bb224995,
AUTHOR = "Luo, A. and Yang, F. and Li, X. and Liu, S.C.",
TITLE = "Learning Optical Flow with Kernel Patch Attention",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "8896-8905",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220186"}
@inproceedings{bb224996,
AUTHOR = "Bai, S.J. and Geng, Z.Y. and Savani, Y. and Kolter, J.Z.",
TITLE = "Deep Equilibrium Optical Flow Estimation",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "610-620",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220187"}
@inproceedings{bb224997,
AUTHOR = "Hu, L.W. and Zhao, R. and Ding, Z. and Ma, L. and Shi, B.X. and Xiong, R.Q. and Huang, T.J.",
TITLE = "Optical Flow Estimation for Spiking Camera",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "17823-17832",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220188"}
@inproceedings{bb224998,
AUTHOR = "Ammar, A. and Chebbah, A. and Fredj, H.B. and Souani, C.",
TITLE = "Comparative Study of latest CNN based Optical Flow Estimation",
BOOKTITLE = ISCV22,
YEAR = "2022",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220189"}
@inproceedings{bb224999,
AUTHOR = "Zhang, F.H. and Woodford, O.J. and Prisacariu, V. and Torr, P.H.S.",
TITLE = "Separable Flow: Learning Motion Cost Volumes for Optical Flow
Estimation",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "10787-10797",
BIBSOURCE = "http://www.visionbib.com/bibliography/optic-f743nn2.html#TT220190"}
Last update:Sep 30, 2026 at 11:45:00