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Learning, reduce annotation effort.
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IEEE DOI
1507
BibRef
Earlier:
Recognizing Daily Activities from First-Person Videos with Multi-task
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ACCV14(IV: 522-537).
Springer DOI
1504
Algorithm design and analysis
See also Multitask Linear Discriminant Analysis for View Invariant Action Recognition.
BibRef
Yan, Y.[Yan],
Ricci, E.[Elisa],
Rostamzadeh, N.[Negar],
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It's all about habits: Exploiting multi-task clustering for
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ICIP14(1071-1075)
IEEE DOI
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Algorithm design and analysis
BibRef
González-Díaz, I.[Iván],
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Elsevier DOI
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Perceptual modeling
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IEEE DOI
1008
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Pinquier, J.[Julien],
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Letoupin, L.[Laetitia],
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ICPR12(3192-3195).
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Benois-Pineau, J.[Jenny],
Megret, R.[Remi],
Fusion of Multiple Visual Cues for Visual Saliency Extraction from
Wearable Camera Settings with Strong Motion,
Concept12(III: 436-445).
Springer DOI
1210
BibRef
Vaca-Castano, G.[Gonzalo],
Das, S.[Samarjit],
Sousa, J.P.[Joao P.],
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Shah, M.[Mubarak],
Improved scene identification and object detection on egocentric
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CVIU(156), No. 1, 2017, pp. 92-103.
Elsevier DOI
1702
Scene classification
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Ortis, A.[Alessandro],
Farinella, G.M.[Giovanni M.],
d'Amico, V.[Valeria],
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Torrisi, G.[Giovanni],
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Organizing egocentric videos of daily living activities,
PR(72), No. 1, 2017, pp. 207-218.
Elsevier DOI
1708
First person vision
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Aghaei, M.[Maedeh],
Dimiccoli, M.[Mariella],
Ferrer, C.C.[Cristian Canton],
Radeva, P.[Petia],
Towards social pattern characterization in egocentric photo-streams,
CVIU(171), 2018, pp. 104-117.
Elsevier DOI
1812
BibRef
Earlier: A1, A2, A4, Only:
All the people around me: Face discovery in egocentric photo-streams,
ICIP17(1342-1346)
IEEE DOI
1803
Social pattern characterization, Social signal extraction,
Lifelogging, Convolutional and recurrent neural networks.
Cameras, Detectors, Face, Prototypes, Task analysis,
Tracking, bag-of-tracklets, deep-matching,
face discovery
BibRef
Meditskos, G.[Georgios],
Plans, P.M.[Pierre-Marie],
Stavropoulos, T.G.[Thanos G.],
Benois-Pineau, J.[Jenny],
Buso, V.[Vincent],
Kompatsiaris, I.[Ioannis],
Multi-modal activity recognition from egocentric vision, semantic
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JVCIR(51), 2018, pp. 169-190.
Elsevier DOI
1802
Instrumental activity recognition, Egocentric camera,
Mechanical measurements, Visual cues, Ontologies, Semantic knowledge graphs
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Santarcangelo, V.[Vito],
Farinella, G.M.[Giovanni Maria],
Furnari, A.[Antonino],
Battiato, S.[Sebastiano],
Market basket analysis from egocentric videos,
PRL(112), 2018, pp. 83-90.
Elsevier DOI
1809
Market basket analysis, Egocentric vision, Multimodal analysis
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Furnari, A.[Antonino],
Battiato, S.[Sebastiano],
Farinella, G.M.[Giovanni Maria],
Personal-location-based temporal segmentation of egocentric videos
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JVCIR(52), 2018, pp. 1-12.
Elsevier DOI
1804
Egocentric Vision, Lifelogging, Personal locations, Temporal segmentation
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Nagar, P.[Pravin],
Rathore, A.[Anuj],
Jawahar, C.V.,
Arora, C.[Chetan],
Generating Personalized Summaries of Day Long Egocentric Videos,
PAMI(45), No. 6, June 2023, pp. 6832-6845.
IEEE DOI
2305
Videos, Visualization, Cameras, Benchmark testing, Video sequences,
Sports, Tools, Egocentric videos, first-person videos, Q-Learning
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Nagar, P.[Pravin],
Shastry, K.N.A.[K. N Ajay],
Chaudhari, J.[Jayesh],
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SEMA: Semantic Attention for Capturing Long-Range Dependencies in
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WACV24(7010-7020)
IEEE DOI Code:
WWW Link.
2404
Location awareness, Training, Representation learning,
Visualization, Current transformers, Semantics, Redundancy,
Video recognition and understanding
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Xu, M.M.[Meng-Meng],
Li, Y.H.[Yang-Hao],
Fu, C.Y.[Cheng-Yang],
Ghanem, B.[Bernard],
Xiang, T.[Tao],
Pérez-Rúa, J.M.[Juan-Manuel],
Where is my Wallet? Modeling Object Proposal Sets for Egocentric
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CVPR23(2593-2603)
IEEE DOI
2309
BibRef
Nguyen, T.H.C.[Thi-Hoa-Cuc],
Nebel, J.C.[Jean-Christophe],
Florez-Revuelta, F.[Francisco],
Recognition of Activities of Daily Living from Egocentric Videos Using
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ICIAR18(390-398).
Springer DOI
1807
BibRef
Cartas, A.[Alejandro],
Marín, J.[Juan],
Radeva, P.[Petia],
Dimiccoli, M.[Mariella],
Recognizing Activities of Daily Living from Egocentric Images,
IbPRIA17(87-95).
Springer DOI
1706
BibRef
Vaca-Castano, G.[Gonzalo],
Das, S.[Samarjit],
Sousa, J.P.[Joao P.],
Improving egocentric vision of daily activities,
ICIP15(2562-2566)
IEEE DOI
1512
Activities of Daily Living
BibRef
Moghimi, M.[Mohammad],
Wu, W.[Wanmin],
Chen, J.[Jacqueline],
Godbole, S.[Suneeta],
Marshall, S.[Simon],
Kerr, J.[Jacqueline],
Belongie, S.J.[Serge J.],
Analyzing sedentary behavior in life-logging images,
ICIP14(1011-1015)
IEEE DOI
1502
Accuracy
BibRef
Pirsiavash, H.[Hamed],
Ramanan, D.[Deva],
Detecting activities of daily living in first-person camera views,
CVPR12(2847-2854).
IEEE DOI
1208
BibRef
Chapter on Motion -- Human Motion, Surveillance, Tracking, Surveillance, Activities continues in
Infant Monitoring, Safety, Home Care, Smart Home .