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2020 – today
- 2024
[j19]Chiara Plizzari
, Gabriele Goletto, Antonino Furnari, Siddhant Bansal, Francesco Ragusa, Giovanni Maria Farinella, Dima Damen, Tatiana Tommasi:
An Outlook into the Future of Egocentric Vision. Int. J. Comput. Vis. 132(11): 4880-4936 (2024)- [c88]Tomás Soucek, Dima Damen, Michael Wray, Ivan Laptev, Josef Sivic:
GenHowTo: Learning to Generate Actions and State Transformations from Instructional Videos. CVPR 2024: 6561-6571 - [c87]Jacob Chalk, Jaesung Huh, Evangelos Kazakos, Andrew Zisserman, Dima Damen:
TIM: A Time Interval Machine for Audio-Visual Action Recognition. CVPR 2024: 18153-18163 - [c86]Kristen Grauman, Andrew Westbury, Lorenzo Torresani, Kris Kitani, Jitendra Malik, Triantafyllos Afouras, Kumar Ashutosh, Vijay Baiyya, Siddhant Bansal, Bikram Boote, Eugene Byrne, Zachary Chavis, Joya Chen, Feng Cheng, Fu-Jen Chu, Sean Crane, Avijit Dasgupta, Jing Dong, María Escobar, Cristhian Forigua, Abrham Gebreselasie, Sanjay Haresh, Jing Huang, Md Mohaiminul Islam, Suyog Dutt Jain, Rawal Khirodkar, Devansh Kukreja, Kevin J. Liang, Jia-Wei Liu, Sagnik Majumder, Yongsen Mao, Miguel Martin, Effrosyni Mavroudi, Tushar Nagarajan, Francesco Ragusa, Santhosh Kumar Ramakrishnan, Luigi Seminara, Arjun Somayazulu, Yale Song, Shan Su, Zihui Xue, Edward Zhang, Jinxu Zhang, Angela Castillo, Changan Chen, Xinzhu Fu, Ryosuke Furuta, Cristina González, Prince Gupta, Jiabo Hu, Yifei Huang, Yiming Huang, Weslie Khoo, Anush Kumar, Robert Kuo, Sach Lakhavani, Miao Liu, Mi Luo, Zhengyi Luo, Brighid Meredith, Austin Miller, Oluwatumininu Oguntola, Xiaqing Pan, Penny Peng, Shraman Pramanick, Merey Ramazanova, Fiona Ryan, Wei Shan, Kiran Somasundaram, Chenan Song, Audrey Southerland, Masatoshi Tateno, Huiyu Wang, Yuchen Wang, Takuma Yagi, Mingfei Yan, Xitong Yang, Zecheng Yu, Shengxin Cindy Zha, Chen Zhao, Ziwei Zhao, Zhifan Zhu, Jeff Zhuo, Pablo Arbeláez, Gedas Bertasius, Dima Damen, Jakob Engel, Giovanni Maria Farinella, Antonino Furnari, Bernard Ghanem, Judy Hoffman, C. V. Jawahar, Richard A. Newcombe, Hyun Soo Park, James M. Rehg, Yoichi Sato, Manolis Savva, Jianbo Shi, Mike Zheng Shout, Michael Wray:
Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives. CVPR 2024: 19383-19400 - [c85]João Carreira, Michael King, Viorica Patraucean, Dilara Gokay, Catalin Ionescu, Yi Yang, Daniel Zoran, Joseph Heyward, Carl Doersch, Yusuf Aytar, Dima Damen, Andrew Zisserman:
Learning from One Continuous Video Stream. CVPR 2024: 28751-28761 - [c84]Gabriele Goletto, Tushar Nagarajan, Giuseppe Averta, Dima Damen:
AMEGO: Active Memory from Long EGOcentric Videos. ECCV (13) 2024: 92-110 - [c83]Daniel Yang, Davin Tjia, Jacob Berg, Dima Damen, Pulkit Agrawal, Abhishek Gupta:
Rank2Reward: Learning Shaped Reward Functions from Passive Video. ICRA 2024: 2806-2813 - [i71]Bin Zhu, Kevin Flanagan, Adriano Fragomeni, Michael Wray, Dima Damen:
Video Editing for Video Retrieval. CoRR abs/2402.02335 (2024) - [i70]Saptarshi Sinha, Alexandros Stergiou, Dima Damen:
Every Shot Counts: Using Exemplars for Repetition Counting in Videos. CoRR abs/2403.18074 (2024) - [i69]Chiara Plizzari, Shubham Goel, Toby Perrett, Jacob Chalk, Angjoo Kanazawa, Dima Damen:
Spatial Cognition from Egocentric Video: Out of Sight, Not Out of Mind. CoRR abs/2404.05072 (2024) - [i68]Jacob Chalk, Jaesung Huh, Evangelos Kazakos, Andrew Zisserman, Dima Damen:
TIM: A Time Interval Machine for Audio-Visual Action Recognition. CoRR abs/2404.05559 (2024) - [i67]Siddhant Bansal, Michael Wray, Dima Damen:
HOI-Ref: Hand-Object Interaction Referral in Egocentric Vision. CoRR abs/2404.09933 (2024) - [i66]Daniel Yang, Davin Tjia, Jacob Berg, Dima Damen, Pulkit Agrawal, Abhishek Gupta:
Rank2Reward: Learning Shaped Reward Functions from Passive Video. CoRR abs/2404.14735 (2024) - [i65]Gabriele Goletto, Tushar Nagarajan, Giuseppe Averta, Dima Damen:
AMEGO: Active Memory from long EGOcentric videos. CoRR abs/2409.10917 (2024) - [i64]Toby Perrett, Tengda Han, Dima Damen, Andrew Zisserman:
It's Just Another Day: Unique Video Captioning by Discriminative Prompting. CoRR abs/2410.11702 (2024) - 2023
- [j18]Antonino Furnari, David J. Crandall, Dima Damen, Kristen Grauman, Giovanni Maria Farinella:
Editorial: Special Section on Egocentric Perception. IEEE Trans. Pattern Anal. Mach. Intell. 45(6): 6602-6604 (2023) - [c82]Kevin Flanagan, Dima Damen, Michael Wray:
Learning Temporal Sentence Grounding From Narrated EgoVideos. BMVC 2023: 332-334 - [c81]Hanyuan Wang, Majid Mirmehdi, Dima Damen, Toby Perrett:
Centre Stage: Centricity-based Audio-Visual Temporal Action Detection. BMVC Workshop 2023 - [c80]Toby Perrett, Saptarshi Sinha, Tilo Burghardt, Majid Mirmehdi, Dima Damen:
Use Your Head: Improving Long-Tail Video Recognition. CVPR 2023: 2415-2425 - [c79]Alexandros Stergiou, Dima Damen:
The Wisdom of Crowds: Temporal Progressive Attention for Early Action Prediction. CVPR 2023: 14709-14719 - [c78]Jaesung Huh, Jacob Chalk, Evangelos Kazakos, Dima Damen, Andrew Zisserman:
Epic-Sounds: A Large-Scale Dataset of Actions that Sound. ICASSP 2023: 1-5 - [c77]Alexandros Stergiou, Dima Damen:
Play It Back: Iterative Attention For Audio Recognition. ICASSP 2023: 1-5 - [c76]Chiara Plizzari, Toby Perrett, Barbara Caputo, Dima Damen:
What can a cook in Italy teach a mechanic in India? Action Recognition Generalisation Over Scenarios and Locations. ICCV 2023: 13610-13620 - [c75]Viorica Patraucean, Lucas Smaira, Ankush Gupta, Adrià Recasens, Larisa Markeeva, Dylan Banarse, Skanda Koppula, Joseph Heyward, Mateusz Malinowski, Yi Yang, Carl Doersch, Tatiana Matejovicova, Yury Sulsky, Antoine Miech, Alexandre Fréchette, Hanna Klimczak, Raphael Koster, Junlin Zhang, Stephanie Winkler, Yusuf Aytar, Simon Osindero, Dima Damen, Andrew Zisserman, João Carreira:
Perception Test: A Diagnostic Benchmark for Multimodal Video Models. NeurIPS 2023 - [c74]Vadim Tschernezki, Ahmad Darkhalil, Zhifan Zhu, David Fouhey, Iro Laina, Diane Larlus, Dima Damen, Andrea Vedaldi:
EPIC Fields: Marrying 3D Geometry and Video Understanding. NeurIPS 2023 - [i63]Jaesung Huh, Jacob Chalk, Evangelos Kazakos, Dima Damen, Andrew Zisserman:
Epic-Sounds: A Large-scale Dataset of Actions That Sound. CoRR abs/2302.00646 (2023) - [i62]Toby Perrett, Saptarshi Sinha, Tilo Burghardt, Majid Mirmehdi, Dima Damen:
Use Your Head: Improving Long-Tail Video Recognition. CoRR abs/2304.01143 (2023) - [i61]Viorica Patraucean, Lucas Smaira, Ankush Gupta, Adrià Recasens Continente, Larisa Markeeva, Dylan Banarse, Skanda Koppula, Joseph Heyward, Mateusz Malinowski, Yi Yang, Carl Doersch, Tatiana Matejovicova, Yury Sulsky, Antoine Miech, Alexandre Fréchette, Hanna Klimczak, Raphael Koster, Junlin Zhang, Stephanie Winkler, Yusuf Aytar, Simon Osindero, Dima Damen, Andrew Zisserman, João Carreira:
Perception Test: A Diagnostic Benchmark for Multimodal Video Models. CoRR abs/2305.13786 (2023) - [i60]Chiara Plizzari, Toby Perrett, Barbara Caputo, Dima Damen:
What can a cook in Italy teach a mechanic in India? Action Recognition Generalisation Over Scenarios and Locations. CoRR abs/2306.08713 (2023) - [i59]Vadim Tschernezki, Ahmad Darkhalil, Zhifan Zhu, David Fouhey, Iro Laina, Diane Larlus, Dima Damen, Andrea Vedaldi:
EPIC Fields: Marrying 3D Geometry and Video Understanding. CoRR abs/2306.08731 (2023) - [i58]Chiara Plizzari, Gabriele Goletto, Antonino Furnari, Siddhant Bansal, Francesco Ragusa, Giovanni Maria Farinella, Dima Damen, Tatiana Tommasi:
An Outlook into the Future of Egocentric Vision. CoRR abs/2308.07123 (2023) - [i57]Kevin Flanagan, Dima Damen, Michael Wray:
Learning Temporal Sentence Grounding From Narrated EgoVideos. CoRR abs/2310.17395 (2023) - [i56]Hanyuan Wang, Majid Mirmehdi, Dima Damen, Toby Perrett:
Centre Stage: Centricity-based Audio-Visual Temporal Action Detection. CoRR abs/2311.16446 (2023) - [i55]João Carreira, Michael King, Viorica Patraucean, Dilara Gokay, Catalin Ionescu, Yi Yang, Daniel Zoran, Joseph Heyward, Carl Doersch, Yusuf Aytar, Dima Damen, Andrew Zisserman:
Learning from One Continuous Video Stream. CoRR abs/2312.00598 (2023) - [i54]Tomás Soucek, Dima Damen, Michael Wray, Ivan Laptev, Josef Sivic:
GenHowTo: Learning to Generate Actions and State Transformations from Instructional Videos. CoRR abs/2312.07322 (2023) - [i53]Joseph Heyward, João Carreira, Dima Damen, Andrew Zisserman, Viorica Patraucean:
Perception Test 2023: A Summary of the First Challenge And Outcome. CoRR abs/2312.13090 (2023) - [i52]Zhifan Zhu, Dima Damen:
Get a Grip: Reconstructing Hand-Object Stable Grasps in Egocentric Videos. CoRR abs/2312.15719 (2023) - 2022
- [j17]V. Javier Traver, Dima Damen:
Egocentric video summarisation via purpose-oriented frame scoring and selection. Expert Syst. Appl. 189: 116079 (2022) - [j16]Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Antonino Furnari, Evangelos Kazakos, Jian Ma, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray:
Rescaling Egocentric Vision: Collection, Pipeline and Challenges for EPIC-KITCHENS-100. Int. J. Comput. Vis. 130(1): 33-55 (2022) - [c73]Adriano Fragomeni, Michael Wray, Dima Damen:
ConTra: (Con)text (Tra)nsformer for Cross-Modal Video Retrieval. ACCV (4) 2022: 451-468 - [c72]Jian Ma, Dima Damen:
Hand-Object Interaction Reasoning. AVSS 2022: 1-8 - [c71]Hanyuan Wang, Majid Mirmehdi, Dima Damen, Toby Perrett:
Refining Action Boundaries for One-stage Detection. AVSS 2022: 1-8 - [c70]Dena Bazazian, Andrew Calway, Dima Damen:
Dual-Domain Image Synthesis using Segmentation-Guided GAN. CVPR Workshops 2022: 506-515 - [c69]Will Price, Carl Vondrick, Dima Damen:
UnweaveNet: Unweaving Activity Stories. CVPR 2022: 13760-13769 - [c68]Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Abrham Gebreselasie, Cristina González, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jáchym Kolár, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Ziwei Zhao, Yunyi Zhu, Pablo Arbeláez, David Crandall, Dima Damen, Giovanni Maria Farinella, Christian Fuegen, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard A. Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik:
Ego4D: Around the World in 3, 000 Hours of Egocentric Video. CVPR 2022: 18973-18990 - [c67]Ahmad Darkhalil, Dandan Shan, Bin Zhu, Jian Ma, Amlan Kar, Richard E. L. Higgins, Sanja Fidler, David Fouhey, Dima Damen:
EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations. NeurIPS 2022 - [c66]Kevin Qinghong Lin, Jinpeng Wang, Mattia Soldan, Michael Wray, Rui Yan, Eric Zhongcong Xu, Difei Gao, Rong-Cheng Tu, Wenzhe Zhao, Weijie Kong, Chengfei Cai, Hongfa Wang, Dima Damen, Bernard Ghanem, Wei Liu, Mike Zheng Shou:
Egocentric Video-Language Pretraining. NeurIPS 2022 - [c65]Hanyuan Wang, Dima Damen, Majid Mirmehdi, Toby Perrett:
TVNet: Temporal Voting Network for Action Localization. VISIGRAPP (5: VISAPP) 2022: 550-558 - [i51]Hanyuan Wang, Dima Damen, Majid Mirmehdi, Toby Perrett:
TVNet: Temporal Voting Network for Action Localization. CoRR abs/2201.00434 (2022) - [i50]Jian Ma, Dima Damen:
Hand-Object Interaction Reasoning. CoRR abs/2201.04906 (2022) - [i49]Dena Bazazian, Andrew Calway, Dima Damen:
Dual-Domain Image Synthesis using Segmentation-Guided GAN. CoRR abs/2204.09015 (2022) - [i48]Alexandros Stergiou, Dima Damen:
Temporal Progressive Attention for Early Action Prediction. CoRR abs/2204.13340 (2022) - [i47]Kevin Qinghong Lin, Alex Jinpeng Wang, Mattia Soldan, Michael Wray, Rui Yan, Eric Zhongcong Xu, Difei Gao, Rong-Cheng Tu, Wenzhe Zhao, Weijie Kong, Chengfei Cai, Hongfa Wang, Dima Damen, Bernard Ghanem, Wei Liu, Mike Zheng Shou:
Egocentric Video-Language Pretraining. CoRR abs/2206.01670 (2022) - [i46]Valentin Popescu, Dima Damen, Toby Perrett:
An Evaluation of OCR on Egocentric Data. CoRR abs/2206.05496 (2022) - [i45]Kevin Qinghong Lin, Alex Jinpeng Wang, Mattia Soldan, Michael Wray, Rui Yan, Eric Zhongcong Xu, Difei Gao, Rong-Cheng Tu, Wenzhe Zhao, Weijie Kong, Chengfei Cai, Hongfa Wang, Dima Damen, Bernard Ghanem, Wei Liu, Mike Zheng Shou:
Egocentric Video-Language Pretraining @ Ego4D Challenge 2022. CoRR abs/2207.01622 (2022) - [i44]Alessandro Masullo, Toby Perrett, Tilo Burghardt, Ian Craddock, Dima Damen, Majid Mirmehdi:
Inertial Hallucinations - When Wearable Inertial Devices Start Seeing Things. CoRR abs/2207.06789 (2022) - [i43]Ahmad Darkhalil, Dandan Shan, Bin Zhu, Jian Ma, Amlan Kar, Richard E. L. Higgins, Sanja Fidler, David Fouhey, Dima Damen:
EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations. CoRR abs/2209.13064 (2022) - [i42]Adriano Fragomeni, Michael Wray, Dima Damen:
ConTra: (Con)text (Tra)nsformer for Cross-Modal Video Retrieval. CoRR abs/2210.04341 (2022) - [i41]Alexandros Stergiou, Dima Damen:
Play It Back: Iterative Attention for Audio Recognition. CoRR abs/2210.11328 (2022) - [i40]Hanyuan Wang, Majid Mirmehdi, Dima Damen, Toby Perrett:
Refining Action Boundaries for One-stage Detection. CoRR abs/2210.14284 (2022) - 2021
- [j15]Longfei Chen, Yuichi Nakamura, Kazuaki Kondo, Dima Damen, Walterio W. Mayol-Cuevas:
Integration of Experts' and Beginners' Machine Operation Experiences to Obtain a Detailed Task Model. IEICE Trans. Inf. Syst. 104-D(1): 152-161 (2021) - [j14]Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray:
The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines. IEEE Trans. Pattern Anal. Mach. Intell. 43(11): 4125-4141 (2021) - [c64]Evangelos Kazakos, Jaesung Huh, Arsha Nagrani, Andrew Zisserman, Dima Damen:
With a Little Help from my Temporal Context: Multimodal Egocentric Action Recognition. BMVC 2021: 268 - [c63]Toby Perrett, Alessandro Masullo, Tilo Burghardt, Majid Mirmehdi, Dima Damen:
Temporal-Relational CrossTransformers for Few-Shot Action Recognition. CVPR 2021: 475-484 - [c62]Michael Wray, Hazel Doughty, Dima Damen:
On Semantic Similarity in Video Retrieval. CVPR 2021: 3650-3660 - [c61]Evangelos Kazakos, Arsha Nagrani, Andrew Zisserman, Dima Damen:
Slow-Fast Auditory Streams for Audio Recognition. ICASSP 2021: 855-859 - [c60]Alessandro Masullo, Toby Perrett, Dima Damen, Tilo Burghardt, Majid Mirmehdi:
No Need for a Lab: Towards Multi-sensory Fusion for Ambient Assisted Living in Real-world Living Homes. VISIGRAPP (5: VISAPP) 2021: 328-337 - [i39]Toby Perrett, Alessandro Masullo, Tilo Burghardt, Majid Mirmehdi, Dima Damen:
Temporal-Relational CrossTransformers for Few-Shot Action Recognition. CoRR abs/2101.06184 (2021) - [i38]Evangelos Kazakos, Arsha Nagrani, Andrew Zisserman, Dima Damen:
Slow-Fast Auditory Streams For Audio Recognition. CoRR abs/2103.03516 (2021) - [i37]Michael Wray, Hazel Doughty, Dima Damen:
On Semantic Similarity in Video Retrieval. CoRR abs/2103.10095 (2021) - [i36]Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Christian Fuegen, Abrham Gebreselasie, Cristina González, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jáchym Kolár, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Yunyi Zhu, Pablo Arbeláez, David Crandall, Dima Damen, Giovanni Maria Farinella, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard A. Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik:
Ego4D: Around the World in 3, 000 Hours of Egocentric Video. CoRR abs/2110.07058 (2021) - [i35]Jonathan Munro, Michael Wray, Diane Larlus, Gabriela Csurka, Dima Damen:
Domain Adaptation in Multi-View Embedding for Cross-Modal Video Retrieval. CoRR abs/2110.12812 (2021) - [i34]Evangelos Kazakos, Jaesung Huh, Arsha Nagrani, Andrew Zisserman, Dima Damen:
With a Little Help from my Temporal Context: Multimodal Egocentric Action Recognition. CoRR abs/2111.01024 (2021) - [i33]Will Price, Carl Vondrick, Dima Damen:
UnweaveNet: Unweaving Activity Stories. CoRR abs/2112.10194 (2021) - 2020
- [j13]Alessandro Masullo, Tilo Burghardt, Dima Damen, Toby Perrett, Majid Mirmehdi:
Person Re-ID by Fusion of Video Silhouettes and Wearable Signals for Home Monitoring Applications. Sensors 20(9): 2576 (2020) - [j12]Amr Elkholy, Mohamed E. Hussein, Walid Gomaa, Dima Damen, Emmanuel Saba:
Efficient and Robust Skeleton-Based Quality Assessment and Abnormality Detection in Human Action Performance. IEEE J. Biomed. Health Informatics 24(1): 280-291 (2020) - [c59]Toby Perrett, Alessandro Masullo, Tilo Burghardt, Majid Mirmehdi, Dima Damen:
Meta-Learning with Context-Agnostic Initialisations. ACCV (4) 2020: 70-86 - [c58]Will Price, Dima Damen:
Play Fair: Frame Attributions in Video Models. ACCV (5) 2020: 480-497 - [c57]Jonathan Munro, Dima Damen:
Multi-Modal Domain Adaptation for Fine-Grained Action Recognition. CVPR 2020: 119-129 - [c56]Hazel Doughty, Ivan Laptev, Walterio W. Mayol-Cuevas, Dima Damen:
Action Modifiers: Learning From Adverbs in Instructional Videos. CVPR 2020: 865-875 - [c55]Miguel Lagunes-Fortiz, Dima Damen, Walterio W. Mayol-Cuevas:
Centroids Triplet Network and Temporally-Consistent Embeddings for In-Situ Object Recognition. IROS 2020: 10796-10802 - [c54]Dima Damen:
Human-Centric Object Interactions - A Fine-Grained Perspective from Egocentric Videos. HUMA @ ACM Multimedia 2020: 1 - [i32]Jonathan Munro, Dima Damen:
Multi-Modal Domain Adaptation for Fine-Grained Action Recognition. CoRR abs/2001.09691 (2020) - [i31]Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray:
The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines. CoRR abs/2005.00343 (2020) - [i30]Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Antonino Furnari, Evangelos Kazakos, Jian Ma, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray:
Rescaling Egocentric Vision. CoRR abs/2006.13256 (2020) - [i29]Toby Perrett, Alessandro Masullo, Tilo Burghardt, Majid Mirmehdi, Dima Damen:
Meta-Learning with Context-Agnostic Initialisations. CoRR abs/2007.14658 (2020) - [i28]Dima Damen, Michael Wray:
Supervision Levels Scale (SLS). CoRR abs/2008.09890 (2020) - [i27]Will Price, Dima Damen:
Play Fair: Frame Attributions in Video Models. CoRR abs/2011.12372 (2020)
2010 – 2019
- 2019
- [j11]Sion L. Hannuna, Massimo Camplani, Jake Hall, Majid Mirmehdi, Dima Damen, Tilo Burghardt, Adeline Paiement, Lili Tao:
DS-KCF: a real-time tracker for RGB-D data. J. Real Time Image Process. 16(5): 1439-1458 (2019) - [c53]Michael Wray, Dima Damen:
Learning Visual Actions Using Multiple Verb-Only Labels. BMVC 2019: 176 - [c52]Toby Perrett, Dima Damen:
DDLSTM: Dual-Domain LSTM for Cross-Dataset Action Recognition. CVPR 2019: 7852-7861 - [c51]Hazel Doughty, Walterio W. Mayol-Cuevas, Dima Damen:
The Pros and Cons: Rank-Aware Temporal Attention for Skill Determination in Long Videos. CVPR 2019: 7862-7871 - [c50]Davide Moltisanti, Sanja Fidler, Dima Damen:
Action Recognition From Single Timestamp Supervision in Untrimmed Videos. CVPR 2019: 9915-9924 - [c49]Dima Damen:
A Fine-grained Perspective onto Object Interactions from First-person Views. VISIGRAPP 2019: 11-13 - [c48]Michael Wray, Gabriela Csurka, Diane Larlus, Dima Damen:
Fine-Grained Action Retrieval Through Multiple Parts-of-Speech Embeddings. ICCV 2019: 450-459 - [c47]Evangelos Kazakos, Arsha Nagrani, Andrew Zisserman, Dima Damen:
EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition. ICCV 2019: 5491-5500 - [c46]Farnoosh Heidarivincheh, Majid Mirmehdi, Dima Damen:
Weakly-Supervised Completion Moment Detection using Temporal Attention. ICCV Workshops 2019: 1188-1196 - [c45]Will Price, Dima Damen:
Retro-Actions: Learning 'Close' by Time-Reversing 'Open' Videos. ICCV Workshops 2019: 1371-1380 - [c44]Alessandro Masullo, Tilo Burghardt, Dima Damen, Toby Perrett, Majid Mirmehdi:
Who Goes There? Exploiting Silhouettes and Wearable Signals for Subject Identification in Multi-Person Environments. ICCV Workshops 2019: 1599-1607 - [c43]Jonathan Munro, Dima Damen:
Multi-Modal Domain Adaptation for Fine-Grained Action Recognition. ICCV Workshops 2019: 3723-3726 - [c42]Youngkyoon Jang, Brian Sullivan, Casimir J. H. Ludwig, Iain D. Gilchrist, Dima Damen, Walterio W. Mayol-Cuevas:
EPIC-Tent: An Egocentric Video Dataset for Camping Tent Assembly. ICCV Workshops 2019: 4461-4469 - [c41]Víctor Ponce-López, Tilo Burghardt, Yue Sun, Sion L. Hannuna, Dima Damen, Majid Mirmehdi:
Deep Compact Person Re-Identification with Distractor Synthesis via Guided DC-GANs. ICIAP (1) 2019: 488-498 - [c40]Alessandro Masullo, Tilo Burghardt, Toby Perrett, Dima Damen, Majid Mirmehdi:
Sit-to-Stand Analysis in the Wild Using Silhouettes for Longitudinal Health Monitoring. ICIAR (2) 2019: 175-185 - [c39]Miguel Lagunes-Fortiz, Dima Damen, Walterio W. Mayol-Cuevas:
Learning Discriminative Embeddings for Object Recognition on-the-fly. ICRA 2019: 2932-2938 - [c38]Longfei Chen, Yuichi Nakamura, Kazuaki Kondo, Dima Damen, Walterio W. Mayol-Cuevas:
Hotspots Integrating of Expert and Beginner Experiences of Machine Operations through Egocentric Vision. MVA 2019: 1-6 - [i26]Davide Moltisanti, Sanja Fidler, Dima Damen:
Action Recognition from Single Timestamp Supervision in Untrimmed Videos. CoRR abs/1904.04689 (2019) - [i25]Toby Perrett, Dima Damen:
DDLSTM: Dual-Domain LSTM for Cross-Dataset Action Recognition. CoRR abs/1904.08634 (2019) - [i24]Michael Wray, Dima Damen:
Learning Visual Actions Using Multiple Verb-Only Labels. CoRR abs/1907.11117 (2019) - [i23]Will Price, Dima Damen:
An Evaluation of Action Recognition Models on EPIC-Kitchens. CoRR abs/1908.00867 (2019) - [i22]Michael Wray, Diane Larlus, Gabriela Csurka, Dima Damen:
Fine-Grained Action Retrieval Through Multiple Parts-of-Speech Embeddings. CoRR abs/1908.03477 (2019) - [i21]Evangelos Kazakos, Arsha Nagrani, Andrew Zisserman, Dima Damen:
EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition. CoRR abs/1908.08498 (2019) - [i20]Will Price, Dima Damen:
Retro-Actions: Learning 'Close' by Time-Reversing 'Open' Videos. CoRR abs/1909.09422 (2019) - [i19]Alessandro Masullo, Tilo Burghardt, Toby Perrett, Dima Damen, Majid Mirmehdi:
Sit-to-Stand Analysis in the Wild using Silhouettes for Longitudinal Health Monitoring. CoRR abs/1910.01370 (2019) - [i18]Farnoosh Heidarivincheh, Majid Mirmehdi, Dima Damen:
Weakly-Supervised Completion Moment Detection using Temporal Attention. CoRR abs/1910.09920 (2019) - [i17]Hazel Doughty, Ivan Laptev, Walterio W. Mayol-Cuevas, Dima Damen:
Action Modifiers: Learning from Adverbs in Instructional Videos. CoRR abs/1912.06617 (2019) - 2018
- [j10]Lili Tao, Tilo Burghardt, Majid Mirmehdi, Dima Damen, Ashley Cooper, Massimo Camplani, Sion L. Hannuna, Adeline Paiement, Ian Craddock:
Energy expenditure estimation using visual and inertial sensors. IET Comput. Vis. 12(1): 36-47 (2018) - [j9]Vahid Soleimani, Majid Mirmehdi, Dima Damen, Massimo Camplani, Sion L. Hannuna, Charles Sharp, James Dodd:
Depth-Based Whole Body Photoplethysmography in Remote Pulmonary Function Testing. IEEE Trans. Biomed. Eng. 65(6): 1421-1431 (2018) - [c37]Alessandro Masullo, Tilo Burghardt, Dima Damen, Sion L. Hannuna, Víctor Ponce-López, Majid Mirmehdi:
CaloriNet: From silhouettes to calorie estimation in private environments. BMVC 2018: 108 - [c36]Farnoosh Heidarivincheh, Majid Mirmehdi, Dima Damen:
Action Completion: A Temporal Model for Moment Detection. BMVC 2018: 138 - [c35]Michael Wray, Davide Moltisanti, Dima Damen:
Towards an Unequivocal Representation of Actions. CVPR Workshops 2018: 1127-1131 - [c34]Hazel Doughty, Dima Damen, Walterio W. Mayol-Cuevas:
Who's Better? Who's Best? Pairwise Deep Ranking for Skill Determination. CVPR 2018: 6057-6066 - [c33]Víctor Ponce-López, Tilo Burghardt, Sion L. Hannuna, Dima Damen, Alessandro Masullo, Majid Mirmehdi:
Semantically Selective Augmentation for Deep Compact Person Re-Identification. ECCV Workshops (2) 2018: 551-561 - [c32]Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray:
Scaling Egocentric Vision: The Dataset. ECCV (4) 2018: 753-771 - [c31]Vahid Soleimani, Majid Mirmehdi, Dima Damen, James Dodd:
Markerless Active Trunk Shape Modelling for Motion Tolerant Remote Respiratory Assessment. ICIP 2018: 2077-2081 - [c30]Yangdi Xu, Dima Damen:
Human Routine Change Detection using Bayesian Modelling. ICPR 2018: 1833-1838 - [c29]Miguel Lagunes-Fortiz, Dima Damen, Walterio W. Mayol-Cuevas:
Instance-level Object Recognition Using Deep Temporal Coherence. ISVC 2018: 274-285 - [i16]Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray:
Scaling Egocentric Vision: The EPIC-KITCHENS Dataset. CoRR abs/1804.02748 (2018) - [i15]Michael Wray, Davide Moltisanti, Dima Damen:
Towards an Unequivocal Representation of Actions. CoRR abs/1805.04026 (2018) - [i14]Farnoosh Heidarivincheh, Majid Mirmehdi, Dima Damen:
Action Completion: A Temporal Model for Moment Detection. CoRR abs/1805.06749 (2018) - [i13]Atis Elsts, Tilo Burghardt, Dallan Byrne, Dima Damen, Xenofon Fafoutis, Sion L. Hannuna, Víctor Ponce-López, Alessandro Masullo, Majid Mirmehdi, George Oikonomou, Robert J. Piechocki, Emma Tonkin, Antonis Vafeas, Przemyslaw Woznowski, Ian Craddock:
A Guide to the SPHERE 100 Homes Study Dataset. CoRR abs/1805.11907 (2018) - [i12]Víctor Ponce-López, Tilo Burghardt, Sion L. Hannuna, Dima Damen, Alessandro Masullo, Majid Mirmehdi:
Semantically Selective Augmentation for Deep Compact Person Re-Identification. CoRR abs/1806.04074 (2018) - [i11]Alessandro Masullo, Tilo Burghardt, Dima Damen, Sion L. Hannuna, Víctor Ponce-López, Majid Mirmehdi:
CaloriNet: From silhouettes to calorie estimation in private environments. CoRR abs/1806.08152 (2018) - [i10]Hazel Doughty, Walterio W. Mayol-Cuevas, Dima Damen:
The Pros and Cons: Rank-aware Temporal Attention for Skill Determination in Long Videos. CoRR abs/1812.05538 (2018) - 2017
- [j8]Massimo Camplani, Adeline Paiement, Majid Mirmehdi, Dima Damen, Sion L. Hannuna, Tilo Burghardt, Lili Tao:
Multiple human tracking in RGB-depth data: a survey. IET Comput. Vis. 11(4): 265-285 (2017) - [j7]Vahid Soleimani, Majid Mirmehdi, Dima Damen, James Dodd, Sion L. Hannuna, Charles Sharp, Massimo Camplani, Kevin C. Viner:
Remote, Depth-Based Lung Function Assessment. IEEE Trans. Biomed. Eng. 64(8): 1943-1958 (2017) - [c28]Teesid Leelasawassuk, Dima Damen, Walterio W. Mayol-Cuevas:
Automated capture and delivery of assistive task guidance with an eyewear computer: the GlaciAR system. AH 2017: 16 - [c27]Ryan Layne, Sion L. Hannuna, Massimo Camplani, Jake Hall, Timothy M. Hospedales, Tao Xiang, Majid Mirmehdi, Dima Damen:
A Dataset for Persistent Multi-target Multi-camera Tracking in RGB-D. CVPR Workshops 2017: 1462-1470 - [c26]Yangdi Xu, David Bull, Dima Damen:
Unsupervised Long-Term Routine Modelling Using Dynamic Bayesian Networks. DICTA 2017: 1-8 - [c25]Amr Elkholy, Mohamed E. Hussein, Walid Gomaa, Dima Damen, Emmanuel Saba:
A general descriptor for detecting abnormal action performance from skeletal data. EMBC 2017: 1401-1404 - [c24]Davide Moltisanti, Michael Wray, Walterio W. Mayol-Cuevas, Dima Damen:
Trespassing the Boundaries: Labeling Temporal Bounds for Object Interactions in Egocentric Video. ICCV 2017: 2905-2913 - [c23]Toby Perrett, Dima Damen:
Recurrent Assistance: Cross-Dataset Training of LSTMs on Kitchen Tasks. ICCV Workshops 2017: 1354-1362 - [c22]Longfei Chen, Kazuaki Kondo, Yuichi Nakamura, Dima Damen, Walterio W. Mayol-Cuevas:
Hotspots detection for machine operation in egocentric vision. MVA 2017: 223-226 - [i9]Teesid Leelasawassuk, Dima Damen, Walterio W. Mayol-Cuevas:
Automated capture and delivery of assistive task guidance with an eyewear computer: The GlaciAR system. CoRR abs/1701.02586 (2017) - [i8]Michael Wray, Davide Moltisanti, Walterio W. Mayol-Cuevas, Dima Damen:
Improving Classification by Improving Labelling: Introducing Probabilistic Multi-Label Object Interaction Recognition. CoRR abs/1703.08338 (2017) - [i7]Davide Moltisanti, Michael Wray, Walterio W. Mayol-Cuevas, Dima Damen:
Trespassing the Boundaries: Labeling Temporal Bounds for Object Interactions in Egocentric Video. CoRR abs/1703.09026 (2017) - [i6]Hazel Doughty, Dima Damen, Walterio W. Mayol-Cuevas:
Who's Better, Who's Best: Skill Determination in Video using Deep Ranking. CoRR abs/1703.09913 (2017) - [i5]Farnoosh Heidarivincheh, Majid Mirmehdi, Dima Damen:
Detecting the Moment of Completion: Temporal Models for Localising Action Completion. CoRR abs/1710.02310 (2017) - 2016
- [j6]Lili Tao, Adeline Paiement, Dima Damen, Majid Mirmehdi, Sion L. Hannuna, Massimo Camplani, Tilo Burghardt, Ian Craddock:
A comparative study of pose representation and dynamics modelling for online motion quality assessment. Comput. Vis. Image Underst. 148: 136-152 (2016) - [j5]Dima Damen, Teesid Leelasawassuk, Walterio W. Mayol-Cuevas:
You-Do, I-Learn: Egocentric unsupervised discovery of objects and their modes of interaction towards video-based guidance. Comput. Vis. Image Underst. 149: 98-112 (2016) - [c21]Vahid Soleimani, Majid Mirmehdi, Dima Damen, Sion L. Hannuna, Massimo Camplani:
3D Data Acquisition and Registration Using Two Opposing Kinects. 3DV 2016: 128-137 - [c20]Lili Tao, Tilo Burghardt, Majid Mirmehdi, Dima Damen, Ashley Cooper, Sion L. Hannuna, Massimo Camplani, Adeline Paiement, Ian Craddock:
Calorie Counter: RGB-Depth Visual Estimation of Energy Expenditure at Home. ACCV Workshops (1) 2016: 239-251 - [c19]Farnoosh Heidarivincheh, Majid Mirmehdi, Dima Damen:
Beyond Action Recognition: Action Completion in RGB-D Data. BMVC 2016 - [c18]Michael Wray, Davide Moltisanti, Walterio W. Mayol-Cuevas, Dima Damen:
SEMBED: Semantic Embedding of Egocentric Action Videos. ECCV Workshops (1) 2016: 532-545 - [i4]Massimo Camplani, Adeline Paiement, Majid Mirmehdi, Dima Damen, Sion L. Hannuna, Tilo Burghardt, Lili Tao:
Multiple Human Tracking in RGB-D Data: A Survey. CoRR abs/1606.04450 (2016) - [i3]Lili Tao, Tilo Burghardt, Majid Mirmehdi, Dima Damen, Ashley Cooper, Sion L. Hannuna, Massimo Camplani, Adeline Paiement, Ian Craddock:
Calorie Counter: RGB-Depth Visual Estimation of Energy Expenditure at Home. CoRR abs/1607.08196 (2016) - [i2]Michael Wray, Davide Moltisanti, Walterio W. Mayol-Cuevas, Dima Damen:
SEMBED: Semantic Embedding of Egocentric Action Videos. CoRR abs/1607.08414 (2016) - 2015
- [j4]Tilo Burghardt, Dima Damen, Walterio W. Mayol-Cuevas, Majid Mirmehdi:
Correspondence, Matching and Recognition. Int. J. Comput. Vis. 113(3): 161-162 (2015) - [j3]Lazaros Nalpantidis, Renaud Detry, Dima Damen, Gabriele Bleser, Maya Cakmak, Mustafa Suphi Erden:
Cognitive Robotics Systems - Concepts and Applications. J. Intell. Robotic Syst. 80(Supplement-1): 3-5 (2015) - [c17]Yangdi Xu, David R. Bull, Dima Damen:
Unsupervised daily routine modelling from a depth sensor using top-down and bottom-up hierarchies. ACPR 2015: 56-60 - [c16]Vahid Soleimani, Majid Mirmehdi, Dima Damen, Sion L. Hannuna, Massimo Camplani, Jason Viner, James Dodd:
Remote pulmonary function testing using a depth sensor. BioCAS 2015: 1-4 - [c15]Massimo Camplani, Sion L. Hannuna, Majid Mirmehdi, Dima Damen, Adeline Paiement, Lili Tao, Tilo Burghardt:
Real-time RGB-D Tracking with Depth Scaling Kernelised Correlation Filters and Occlusion Handling. BMVC 2015: 145.1-145.11 - [c14]Lili Tao, Tilo Burghardt, Sion L. Hannuna, Massimo Camplani, Adeline Paiement, Dima Damen, Majid Mirmehdi, Ian Craddock:
A comparative home activity monitoring study using visual and inertial sensors. HealthCom 2015: 644-647 - [c13]Przemyslaw Woznowski, Xenofon Fafoutis, Terence Song, Sion L. Hannuna, Massimo Camplani, Lili Tao, Adeline Paiement, Evangelos Mellios, Mo Haghighi, Ni Zhu, Geoffrey S. Hilton, Dima Damen, Tilo Burghardt, Majid Mirmehdi, Robert J. Piechocki, Dritan Kaleshi, Ian Craddock:
A multi-modal sensor infrastructure for healthcare in a residential environment. ICC Workshops 2015: 271-277 - [c12]Tomas Hodan, Dima Damen, Walterio W. Mayol-Cuevas, Jiri Matas:
Efficient Texture-less Object Detection for Augmented Reality Guidance. ISMAR Workshops 2015: 81-86 - [c11]Teesid Leelasawassuk, Dima Damen, Walterio W. Mayol-Cuevas:
Estimating visual attention from a head mounted IMU. ISWC 2015: 147-150 - [i1]Dima Damen, Teesid Leelasawassuk, Walterio W. Mayol-Cuevas:
You-Do, I-Learn: Unsupervised Multi-User egocentric Approach Towards Video-Based Guidance. CoRR abs/1510.04862 (2015) - 2014
- [c10]Dima Damen, Teesid Leelasawassuk, Osian Haines, Andrew Calway, Walterio W. Mayol-Cuevas:
You-Do, I-Learn: Discovering Task Relevant Objects and their Modes of Interaction from Multi-User Egocentric Video. BMVC 2014 - [c9]Adeline Paiement, Lili Tao, Massimo Camplani, Sion L. Hannuna, Dima Damen, Majid Mirmehdi:
Online quality assessment of human motion from skeleton data. BMVC 2014 - [c8]Dima Damen, Osian Haines, Teesid Leelasawassuk, Andrew Calway, Walterio W. Mayol-Cuevas:
Multi-User Egocentric Online System for Unsupervised Assistance on Object Usage. ECCV Workshops (3) 2014: 481-492 - 2013
- [e1]Tilo Burghardt, Dima Damen, Walterio W. Mayol-Cuevas, Majid Mirmehdi:
British Machine Vision Conference, BMVC 2013, Bristol, UK, September 9-13, 2013. BMVA Press 2013 [contents] - 2012
- [j2]Dima Damen, David C. Hogg:
Explaining Activities as Consistent Groups of Events - A Bayesian Framework Using Attribute Multiset Grammars. Int. J. Comput. Vis. 98(1): 83-102 (2012) - [j1]Dima Damen, David C. Hogg:
Detecting Carried Objects from Sequences of Walking Pedestrians. IEEE Trans. Pattern Anal. Mach. Intell. 34(6): 1056-1067 (2012) - [c7]Dima Damen, Pished Bunnun, Andrew Calway, Walterio W. Mayol-Cuevas:
Real-time Learning and Detection of 3D Texture-less Objects: A Scalable Approach. BMVC 2012: 1-12 - [c6]Dima Damen, Andrew P. Gee, Walterio W. Mayol-Cuevas, Andrew Calway:
Egocentric Real-time Workspace Monitoring using an RGB-D camera. IROS 2012: 1029-1036 - [c5]Pished Bunnun, Dima Damen, Andrew Calway, Walterio W. Mayol-Cuevas:
Integrating 3D object detection, modelling and tracking on a mobile phone. ISMAR 2012: 273-274
2000 – 2009
- 2009
- [b1]Dima Damen:
Activity analysis : finding explanations for sets of events. University of Leeds, UK, 2009 - [c4]Dima Damen, David C. Hogg:
Attribute Multiset Grammars for Global Explanations of Activities. BMVC 2009: 1-11 - [c3]Dima Damen, David C. Hogg:
Recognizing linked events: Searching the space of feasible explanations. CVPR 2009: 927-934 - 2008
- [c2]Dima Damen, David C. Hogg:
Detecting Carried Objects in Short Video Sequences. ECCV (3) 2008: 154-167 - 2007
- [c1]Dima Damen, David C. Hogg:
Associating People Dropping off and Picking up Objects. BMVC 2007: 1-10
Coauthor Index
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