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Retrieved Entries: 12 [» Advanced search reports]

2020

  1. de Melo Celso, Rothrock Brandon, Gurram Prudhvi, Ulutan Oytun, Manjunath B.S.,
    “Robot Control Gestures (RoCoG)”,
    Sep. 2020.
    [abstract] [PDF] [BibTex]
    Abstract preview: Building successful collaboration between humans and robots requires efficient, effective, and natural communication. This dataset supports the study of RGB-based deep learning model ... more
  2. O. Ulutan, A.S.M. Iftekhar, B.S. Manjunath,
    “VSGNet: Spatial Attention Network for Detecting Human-Object Interactions using Graph Convolutions”,
    CVPR 2020, Seattle , Jun. 2020.
    [abstract] [PDF] [BibTex]
    Abstract preview: Comprehensive visual understanding requires detection frameworks that can effectively learn and utilize object interactions while analyzing objects individually. This is the main objective in Human-Ob ... more
  3. Oytun Ulutan, Swati Rallapalli, Mudhakar Srivatsa, B.S. Manjunath,
    “Actor Conditioned Attention Maps for Video Action Detection”,
    The IEEE Winter Conference on Applications of Computer Vision,2020,527--536, Colorado, USA, Jan. 2020.
    [abstract] [PDF] [BibTex]
    Abstract preview: While observing complex events with multiple actors, humans do not assess each actor separately, but infer from the context. The surrounding context provides essential information for understanding ac ... more

2018

  1. C. Torres, J. C. Fried, K. Rose and B. S. Manjunath,
    “A Multiview Multimodal System for Monitoring Patient Sleep”,
    IEEE Tran. Multimedia, May. 2018.
    [abstract] [PDF] [BibTex]
    Abstract preview: Clinical observations indicate that during critical care at the hospitals, a patient's sleep positioning and motion have a significant effect on recovery rate. Unfortunately, there is no formal m ... more
  2. Hang Qiu, Xiaochen Liu, Swati Rallapalli, Archith J. Bency, Rahul Urgaonkar, B.S. Manjunath, Ramesh Govindan, Kevin Chan,
    “KESTREL: Video Analytics for Augmented Multi-Camera Vehicle Tracking”,
    The Proceedings of ACM/IEEE International Conference on Internet-of-Things Design and Implementation (IoTDI), Orlando, Florida, Apr. 2018.
    [abstract] [PDF] [BibTex]
    Abstract preview: As mobile devices have become more powerful and GPU-equipped,vision-based applications are becoming feasible on these devices. Mobile devices can augment fixed camera surveillance systems to improve c ... more
  3. Oytun Ulutan, Benjamin Riggan, Nasser Nasrabadi, B.S. Manjunath,
    “A Bilinear Model for Person Detection in Multi-Modal Data”,
    IEEE Winter Conf. on Applications of Computer Vision (WACV 2018), March 12-14, 2018, Lake Tahoe, NV/CA, Lake Tahoe, CA, Mar. 2018.
    [abstract] [PDF] [BibTex]
    Abstract preview: We propose a bilinear model for processing multimodal data using a deep neural network architecture. The  multimodal data includes low resolution videos and associated seismic sensor time seq ... more

2017

  1. Carlos Torres, Archith J. Bency, Jeffrey C. Fried, B. S. Manjunath,
    “RAM: Role Representation and Identification from combined Appearance and Activity Maps”,
    Proc. 11th International Conference on Distributed Smart Cameras, Stanford, California, Sep. 2017.
    [abstract] [PDF] [BibTex]
    Abstract preview: ThŒis work introduces a multimodal multiview camera network for role identi€cation and re-identi€cation in an Intensive Care Unit (ICU) room, where identifying individuals is not permittŠed. ŒThe ... more
  2. Archith John Bency, S. Karthikeyan, Carter De Leo, Santhoshkumar Sunderrajan, and B. S. Manjunath,
    “Search Tracker: Human-derived object tracking in-the-wild through large-scale search and retrieval”,
    IEEE Transactions Circuits and Systems for Video Technology, vol. 27, no. 8, pp. 1803-14, Aug. 2017.
    [abstract] [PDF] [BibTex]
    Abstract preview: Humans use context and scene knowledge to easily localize moving objects in conditions of complex illumination changes, scene clutter and occlusions. In this paper, we present a method to leverage hum ... more

2016

  1. Carlos Torres, Jeffrey C. Fried, Kenneth Rose, B. S. Manjunath,
    “Deep Eye-CU (DECU): Summarization of Patient Motion in the ICU”,
    ECCV 2016 Workshop on Assistive Computer Vision and Robotics, pp. 178-194, Amsterdam, Netherlands, Oct. 2016.
    [abstract] [PDF] [BibTex]
    Abstract preview: Healthcare professionals speculate about the effects of poses and pose manipulation in healthcare. Anecdotal observations indicate that patient poses and motion affect recovery. Motion analysis using ... more
  2. Raghu Ganti, Mudhakar Srivatsa, B.S. Manjunath,
    “Entity reconciliation in a multi-camera network”,
    Proceedings of the 17th ACM International Conference on Distributed Computing and Networking (ICDCN'16), Singapore, Jan. 2016.
    [abstract] [PDF] [BibTex]
    Abstract preview: Location traces are becoming fairly abundant with the introduction of various mobile devices such as smartphones, in-car navigation units, and video cameras. Each individual type of device generates d ... more
  3. S. Sunderrajan and B. S. Manjunath,
    “Context-aware hypergraph modeling for re-identification and summarization”,
    IEEE Transactions on Multimedia, vol. 18, pp. 51-63, Jan. 2016.
    [abstract] [PDF] [BibTex]
    Abstract preview: Tracking and re-identification in wide-area camera networks is a challenging problem due to non-overlapping visual fields, varying imaging conditions, and appearance changes. We consider the problem o ... more

2015

  1. Carlos Torres, Scott D. Hammond, Jeffrey C. Fried, B. S. Manjunath,
    “Sleep Pose Recognition in an ICU Using Multimodal Data and Environmental Feedback”,
    International Conference on Computer Vision Systems, vol. 9163, pp. 56-66, Copenhagen, Denmark, Jun. 2015.
    [abstract] [PDF] [BibTex]
    Abstract preview: Clinical evidence suggests that sleep pose analysis can shed light onto patient recovery rates and responses to therapies. In this work, we introduce a formulation that combines features from multimod ... more