• 2581 Citations
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1994 …2020
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Research Output 1994 2019

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Conference contribution
2019
4 Citations (Scopus)

Multi-style generative network for real-time transfer

Zhang, H. & Dana, K., Jan 1 2019, Computer Vision – ECCV 2018 Workshops, Proceedings. Leal-Taixé, L. & Roth, S. (eds.). Springer Verlag, p. 349-365 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11132 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Brushes
Convolution
Real-time
Image quality
Interpolation
1 Citation (Scopus)

Photo-realistic facial texture transfer

Kaur, P., Zhang, H. & Dana, K. J., Mar 4 2019, Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019. Institute of Electrical and Electronics Engineers Inc., p. 2097-2105 9 p. 8659028. (Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Textures
Semantics
Neural networks
2018
64 Citations (Scopus)

Context Encoding for Semantic Segmentation

Zhang, H., Dana, K., Shi, J., Zhang, Z., Wang, X., Tyagi, A. & Agrawal, A., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 7151-7160 10 p. 8578845. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Semantics
Network layers
Image classification
Volatile organic compounds
Convolution
12 Citations (Scopus)

Deep Texture Manifold for Ground Terrain Recognition

Xue, J., Zhang, H. & Dana, K., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 558-567 10 p. 8578163. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Textures
Gravel
Asphalt
Mobile phones
Sand
2017
29 Citations (Scopus)

Deep TEN: Texture encoding network

Zhang, H., Xue, J. & Dana, K., Nov 6 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 2896-2905 10 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Textures
Glossaries
Labels
Classifiers
Pipelines
18 Citations (Scopus)

Differential angular imaging for material recognition

Xue, J., Zhang, H., Dana, K. & Nishino, K., Nov 6 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 6940-6949 10 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Imaging techniques
Autonomous agents
Network architecture
Computer vision
Lighting
5 Citations (Scopus)

Reading between the pixels: Photographic steganography for camera display messaging

Wengrowski, E., Dana, K. J., Gruteser, M. & Mandayam, N., Jun 16 2017, 2017 IEEE International Conference on Computational Photography, ICCP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7951487. (2017 IEEE International Conference on Computational Photography, ICCP 2017 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

steganography
Steganography
Pixels
Cameras
pixels
2016
4 Citations (Scopus)

Friction from reflectance: deep reflectance codes for predicting physical surface properties from one-shot in-field reflectance

Zhang, H., Dana, K. & Nishino, K., Jan 1 2016, Computer Vision - 14th European Conference, ECCV 2016, Proceedings. Sebe, N., Leibe, B., Welling, M. & Matas, J. (eds.). Springer Verlag, p. 808-824 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9908 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reflectance
Surface properties
Friction
Reflectometers
Physical properties
17 Citations (Scopus)

High-rate flicker-free screen-camera communication with spatially adaptive embedding

Nguyen, V., Tang, Y., Ashok, A., Gruteser, M., Dana, K., Hu, W., Wengrowski, E. & Mandayam, N., Jul 27 2016, IEEE INFOCOM 2016 - 35th Annual IEEE International Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., 7524512. (Proceedings - IEEE INFOCOM; vol. 2016-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cameras
Communication
Textures
2 Citations (Scopus)

Hybrid deep learning for Reflectance Confocal Microscopy skin images

Kaur, P., Dana, K. J., Cula, G. O. & Mack, M. C., Jan 1 2016, 2016 23rd International Conference on Pattern Recognition, ICPR 2016. Institute of Electrical and Electronics Engineers Inc., p. 1466-1471 6 p. 7899844. (Proceedings - International Conference on Pattern Recognition; vol. 0).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Confocal microscopy
Skin
Neural networks
Image recognition
Deep learning
1 Citation (Scopus)

Low-power radio-optical beacons for in-view recognition

Ashok, A., Xu, C., Vu, T., Gruteser, M., Howard, R., Zhang, Y., Mandayam, N., Yuan, W. & Dana, K., Jan 25 2016, 2015 IEEE 82nd Vehicular Technology Conference, VTC Fall 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7391018. (2015 IEEE 82nd Vehicular Technology Conference, VTC Fall 2015 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Radio transmitters
Optical receivers
Electronic circuit tracking
Radio links
Object recognition
5 Citations (Scopus)

Optimal radiometric calibration for camera-display communication

Wengrowski, E., Yuan, W., Dana, K. J., Ashok, A., Gruteser, M. & Mandayam, N., May 23 2016, 2016 IEEE Winter Conference on Applications of Computer Vision, WACV 2016. Institute of Electrical and Electronics Engineers Inc., 7477721. (2016 IEEE Winter Conference on Applications of Computer Vision, WACV 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cameras
Display devices
Calibration
Communication
Photometry
2015
2 Citations (Scopus)

From photography to microbiology: Eigenbiome models for skin appearance

Kaur, P., Dana, K. J. & Cula, G. O., Oct 19 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2015. IEEE Computer Society, p. 1-10 10 p. 7301310. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2015-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Microbiology
Photography
Skin
Textures
Factorization

M-BIRCH: An online clustering approach for computer vision applications

Madan, S. K. & Dana, K. J., Jan 1 2015, Proceedings of SPIE-IS and T Electronic Imaging - Imaging and Multimedia Analytics in a Web and Mobile World 2015. Allebach, J. P., Fan, Z. & Lin, Q. (eds.). SPIE, 940808. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9408).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

computer vision
Computer Vision
Computer vision
hierarchies
Clustering
19 Citations (Scopus)

Reflectance hashing for material recognition

Zhang, H., Dana, K. & Nishino, K., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 3071-3080 10 p. 7298926. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 07-12-June-2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Glossaries
Pixels
Cameras
2014
10 Citations (Scopus)

Do not share! Invisible light beacons for signaling preferences to privacy-respecting cameras

Ashok, A., Nguyen, V., Gruteser, M., Mandayam, N., Yuan, W. & Dana, K., Jan 1 2014, VLCS 2014 - Proceedings of the 1st ACM MobiCom Workshop on Visible Light Communication Systems. Association for Computing Machinery, Inc, p. 39-44 6 p. (VLCS 2014 - Proceedings of the 1st ACM MobiCom Workshop on Visible Light Communication Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cameras
Mobile computing
Light emitting diodes
Transmitters
5 Citations (Scopus)

Phase messaging method for time-of-flight cameras

Yuan, W., Howard, R., Dana, K., Raskar, R., Ashok, A., Gruteser, M. & Mandayam, N., Jan 1 2014, 2014 IEEE International Conference on Computational Photography, ICCP 2014. IEEE Computer Society, 6831812. (2014 IEEE International Conference on Computational Photography, ICCP 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time-of-flight
Camera
Optical Communication
Display
Receiver
2013
4 Citations (Scopus)

Demo: BiFocus - Using radio-optical beacons for an Augmented Reality search application

Ashok, A., Xu, C., Vu, T., Gruteser, M., Howard, R., Zhang, Y., Mandayam, N., Yuan, W. & Dana, K., Aug 12 2013, MobiSys 2013 - Proceedings of the 11th Annual International Conference on Mobile Systems, Applications, and Services. p. 507-508 2 p. (MobiSys 2013 - Proceedings of the 11th Annual International Conference on Mobile Systems, Applications, and Services).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Augmented reality
Infrared radiation
Radio links
Radio frequency identification (RFID)
Optical systems
6 Citations (Scopus)

Spatially varying radiometric calibration for camera-display messaging

Yuan, W., Dana, K. J., Ashok, A., Gruteser, M. & Mandayam, N., Dec 1 2013, 2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings. p. 763-766 4 p. 6737003. (2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cameras
Display devices
Calibration
Photometry
Digital watermarking
2012
33 Citations (Scopus)

Computer vision based crack detection and analysis

Prasanna, P., Dana, K., Gucunski, N. & Basily, B., May 22 2012, Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2012. 834542. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8345).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Crack Detection
Crack detection
computer vision
Computer Vision
Computer vision
33 Citations (Scopus)

Dynamic and invisible messaging for visual MIMO

Yuan, W., Dana, K., Ashok, A., Gruteser, M. & Mandayam, N., May 11 2012, 2012 IEEE Workshop on the Applications of Computer Vision, WACV 2012. p. 345-352 8 p. 6162992. (Proceedings of IEEE Workshop on Applications of Computer Vision).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

MIMO systems
Display devices
Cameras
Transmitters
Radio transmitters
2011
45 Citations (Scopus)

Characterizing multiplexing and diversity in visual MIMO

Ashok, A., Gruteser, M., Mandayam, N. & Dana, K., Jun 6 2011, 2011 45th Annual Conference on Information Sciences and Systems, CISS 2011. 5766257. (2011 45th Annual Conference on Information Sciences and Systems, CISS 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multiplexing
MIMO systems
Transmitters
Cameras
Multipath fading
31 Citations (Scopus)

Computer vision methods for visual MIMO optical system

Yuan, W., Dana, K., Varga, M., Ashok, A., Gruteser, M. & Mandayam, N., Oct 31 2011, 2011 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2011. 5981735. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

MIMO systems
Optical systems
Computer vision
Display devices
Cameras
9 Citations (Scopus)

Demo: Visual MIMO based LED - Camera communication applied to automobile safety

Varga, M., Ashok, A., Gruteser, M., Mandayam, N., Yuan, W. & Dana, K., Aug 8 2011, MobiSys'11 - Compilation Proceedings of the 9th International Conference on Mobile Systems, Applications, and Services and Co-located Workshops. 1 p. (MobiSys'11 - Compilation Proceedings of the 9th International Conference on Mobile Systems, Applications and Services and Co-located Workshops).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

MIMO systems
Automobiles
motor vehicle
Light emitting diodes
Transmitters
1 Citation (Scopus)

Learning-based detection of acne-like regions using time-lapse features

Madan, S. K., Dana, K. & Cula, O., Dec 1 2011, 2011 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2011. 6120114. (2011 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Acne Vulgaris
Learning
Skin
Imaging techniques
Supervised learning
21 Citations (Scopus)

Rate adaptation in visual MIMO

Ashok, A., Gruteser, M., Mandayam, N., Kwon, T., Yuan, W., Varga, M. & Dana, K., Sep 20 2011, 2011 8th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks, SECON 2011. p. 583-591 9 p. 5984946. (2011 8th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks, SECON 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

MIMO systems
Visibility
Cameras
Vehicle to vehicle communications
Optical links
2010
84 Citations (Scopus)

Challenge: Mobile optical networks through visual MIMO

Ashok, A., Gruteser, M., Mandayam, N., Silva, J., Varga, M. & Dana, K., Jan 1 2010, MobiCom'10 and MobiHoc'10 - Proceedings of the 16th Annual International Conference on Mobile Computing and Networking and 11th ACM International Symposium on Mobile Ad Hoc Networking and Computing. Association for Computing Machinery, p. 105-112 8 p. (Proceedings of the Annual International Conference on Mobile Computing and Networking, MOBICOM).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Light transmission
Fiber optic networks
MIMO systems
Network layers
Computer vision
2009
2 Citations (Scopus)

Color matching for metallic coatings

Silva, J. & Dana, K. J., Dec 29 2009, Advances in Visual Computing - 5th International Symposium, ISVC 2009, Proceedings. PART 2 ed. p. 335-344 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5876 LNCS, no. PART 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Color matching
Coating
Color
Texture
Coatings
1 Citation (Scopus)

Quasiconvex alignment of multimodal skin images for quantitative dermatology

Madan, S. K., Dana, K. & Cuia, O. G., Nov 20 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009. p. 117-124 8 p. 5204346. (2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dermatology
Skin
Computer vision
Textures
Polarization
4 Citations (Scopus)

Transparent watermarking using bidirectional imaging

Dana, K., Livescu, G. & Makonahalli, R., Nov 20 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009. p. 31-38 8 p. 5204321. (2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Watermarking
Imaging techniques
Refractive index
Transparency
Distribution functions
2005
14 Citations (Scopus)

Polarization multiplexing for bidirectional imaging

Cula, O. G., Dana, K., Pai, D. K. & Wang, D., Jan 1 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. IEEE Computer Society, p. 1116-1123 8 p. 1467568. (Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005; vol. II).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multiplexing
Light sources
Polarization
Imaging techniques
Modulation