Publications

515 / 2,910 publications found.


  •  Santa Cruz, R., Fernando, B., Cherian, A., Gould, S., "Neural Algebra of Classifiers", IEEE Winter Conference on Applications of Computer Vision (WACV), March 2018.
    BibTeX TR2018-033 PDF
    • @inproceedings{Santacruz2018mar,
    • author = {Santa Cruz, Rodrigo and Fernando, Basura and Cherian, Anoop and Gould, Stephen},
    • title = {Neural Algebra of Classifiers},
    • booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
    • year = 2018,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2018-033}
    • }
  •  Hori, C., Hori, T., Marks, T.K., Hershey, J.R., "Early and Late Integration of Audio Features for Automatic Video Description", IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), DOI: 10.1109/ASRU.2017.8268968, December 2017.
    BibTeX TR2017-183 PDF
    • @inproceedings{Hori2017dec2,
    • author = {Hori, Chiori and Hori, Takaaki and Marks, Tim K. and Hershey, John R.},
    • title = {Early and Late Integration of Audio Features for Automatic Video Description},
    • booktitle = {IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)},
    • year = 2017,
    • month = dec,
    • doi = {10.1109/ASRU.2017.8268968},
    • url = {https://www.merl.com/publications/TR2017-183}
    • }
  •  Ziming, Z., Brand, M.E., "Convergent Block Coordinate Descent for Training Tikhonov Regularized Deep Neural Networks", Advances in Neural Information Processing Systems (NIPS), December 2017.
    BibTeX TR2017-140 PDF
    • @inproceedings{Ziming2017dec,
    • author = {Ziming, Zhang and Brand, Matthew E.},
    • title = {Convergent Block Coordinate Descent for Training Tikhonov Regularized Deep Neural Networks},
    • booktitle = {Advances in Neural Information Processing Systems (NIPS)},
    • year = 2017,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2017-140}
    • }
  •  Feng, C., Taguchi, Y., "FasTFit: A Fast T-spline Fitting Algorithm", Computer-Aided Design, DOI: 10.1016/j.cad.2017.07.002, Vol. 92, pp. 11-21, November 2017.
    BibTeX TR2017-141 PDF Video
    • @article{Feng2017nov,
    • author = {Feng, Chen and Taguchi, Yuichi},
    • title = {FasTFit: A Fast T-spline Fitting Algorithm},
    • journal = {Computer-Aided Design},
    • year = 2017,
    • volume = 92,
    • pages = {11--21},
    • month = nov,
    • doi = {10.1016/j.cad.2017.07.002},
    • url = {https://www.merl.com/publications/TR2017-141}
    • }
  •  Hashimoto, T., Inasawa, Y., Nakanishi, T., Yoneda, N., Taguchi, Y., Watanabe, K., "Improvement of Radio Propagation Estimation Accuracy by Completing Plane-Based 3D Models Obtained with Depth Sensors", IEEE International Symposium on Antennas and Propagation (ISAP), DOI: 10.1109/ISANP.2017.8228740, October 2017.
    BibTeX TR2017-159 PDF
    • @inproceedings{Hashimoto2017oct,
    • author = {Hashimoto, Takahiro and Inasawa, Yoshio and Nakanishi, Takayuki and Yoneda, Naofumi and Taguchi, Yuichi and Watanabe, Kiyotaka},
    • title = {Improvement of Radio Propagation Estimation Accuracy by Completing Plane-Based 3D Models Obtained with Depth Sensors},
    • booktitle = {IEEE International Symposium on Antennas and Propagation (ISAP)},
    • year = 2017,
    • month = oct,
    • doi = {10.1109/ISANP.2017.8228740},
    • url = {https://www.merl.com/publications/TR2017-159}
    • }
  •  Hori, C., Hori, T., Lee, T.-Y., Zhang, Z., Harsham, B.A., Sumi, K., Marks, T.K., Hershey, J.R., "Attention-Based Multimodal Fusion for Video Description", IEEE International Conference on Computer Vision (ICCV), DOI: 10.1109/ICCV.2017.450, October 2017.
    BibTeX TR2017-156 PDF
    • @inproceedings{Hori2017oct,
    • author = {Hori, Chiori and Hori, Takaaki and Lee, Teng-Yok and Zhang, Ziming and Harsham, Bret A. and Sumi, Kazuhiko and Marks, Tim K. and Hershey, John R.},
    • title = {Attention-Based Multimodal Fusion for Video Description},
    • booktitle = {IEEE International Conference on Computer Vision (ICCV)},
    • year = 2017,
    • month = oct,
    • doi = {10.1109/ICCV.2017.450},
    • url = {https://www.merl.com/publications/TR2017-156}
    • }
  •  Jones, M.J., Kobori, H., "Improving face verification and person re-identification accuracy using hyperplane similarity", IEEE Workshop on Analysis and Modeling of Faces and Gestures (at ICCV), DOI: 10.1109/ICCVW.2017.183, October 2017.
    BibTeX TR2017-155 PDF
    • @inproceedings{Jones2017oct,
    • author = {Jones, Michael J. and Kobori, Hiroko},
    • title = {Improving face verification and person re-identification accuracy using hyperplane similarity},
    • booktitle = {IEEE Workshop on Analysis and Modeling of Faces and Gestures (at ICCV)},
    • year = 2017,
    • month = oct,
    • doi = {10.1109/ICCVW.2017.183},
    • url = {https://www.merl.com/publications/TR2017-155}
    • }
  •  Abbeloos, W., Ataer-Cansizoglu, E., Caccamo, S., Taguchi, Y., Domae, Y., "3D Object Discovery and Modeling Using Single RGB-D Images Containing Multiple Object Instances", International Conference on 3D Vision, October 2017.
    BibTeX TR2017-148 PDF Video
    • @inproceedings{Abbeloos2017oct,
    • author = {Abbeloos, Wim and Ataer-Cansizoglu, Esra and Caccamo, Sergio and Taguchi, Yuichi and Domae, Yukiyasu},
    • title = {3D Object Discovery and Modeling Using Single RGB-D Images Containing Multiple Object Instances},
    • booktitle = {International Conference on 3D Vision},
    • year = 2017,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2017-148}
    • }
  •  Caccamo, S., Ataer-Cansizoglu, E., Taguchi, Y., "Joint 3D Reconstruction of a Static Scene and Moving Objects", International Conference on 3D Vision, October 2017.
    BibTeX TR2017-147 PDF Video
    • @inproceedings{Caccamo2017oct,
    • author = {Caccamo, Sergio and Ataer-Cansizoglu, Esra and Taguchi, Yuichi},
    • title = {Joint 3D Reconstruction of a Static Scene and Moving Objects},
    • booktitle = {International Conference on 3D Vision},
    • year = 2017,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2017-147}
    • }
  •  Jaramillo, C., Taguchi, Y., Feng, C., "Direct Multichannel Tracking", International Conference on 3D Vision, October 2017.
    BibTeX TR2017-146 PDF Video
    • @inproceedings{Jaramillo2017oct,
    • author = {Jaramillo, Carlos and Taguchi, Yuichi and Feng, Chen},
    • title = {Direct Multichannel Tracking},
    • booktitle = {International Conference on 3D Vision},
    • year = 2017,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2017-146}
    • }
  •  Lee, T.-Y., Patil, S., Ramalingam, S., Taguchi, Y., Benes, B., "Barcode: Global Binary Patterns for Fast Visual Inference", International Conference on 3D Vision, October 2017.
    BibTeX TR2017-145 PDF
    • @inproceedings{Patil2017oct,
    • author = {Lee, Teng-Yok and Patil, Sonali and Ramalingam, Srikumar and Taguchi, Yuichi and Benes, Bedrich},
    • title = {Barcode: Global Binary Patterns for Fast Visual Inference},
    • booktitle = {International Conference on 3D Vision},
    • year = 2017,
    • month = oct,
    • url = {https://www.merl.com/publications/TR2017-145}
    • }
  •  Abbeloos, W., Caccamo, S., Ataer-Cansizoglu, E., Taguchi, Y., Feng, C., Lee, T.-Y., "Detecting and Grouping Identical Objects for Region Proposal and Classification", CVPR Workshop on Deep Learning for Robotic Vision, DOI: 10.1109/CVPRW.2017.76, July 2017.
    BibTeX TR2017-099 PDF
    • @inproceedings{Abbeloos2017jul,
    • author = {Abbeloos, Wim and Caccamo, Sergio and Ataer-Cansizoglu, Esra and Taguchi, Yuichi and Feng, Chen and Lee, Teng-Yok},
    • title = {Detecting and Grouping Identical Objects for Region Proposal and Classification},
    • booktitle = {CVPR Workshop on Deep Learning for Robotic Vision},
    • year = 2017,
    • month = jul,
    • doi = {10.1109/CVPRW.2017.76},
    • url = {https://www.merl.com/publications/TR2017-099}
    • }
  •  Yu, Z., Feng, C., Liu, M.-Y., Ramalingam, S., "CASENet: Deep Category-Aware Semantic Edge Detection", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/CVPR.2017.191, July 2017.
    BibTeX TR2017-100 PDF Video Software
    • @inproceedings{Yu2017jul,
    • author = {Yu, Zhiding and Feng, Chen and Liu, Ming-Yu and Ramalingam, Srikumar},
    • title = {CASENet: Deep Category-Aware Semantic Edge Detection},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2017,
    • month = jul,
    • doi = {10.1109/CVPR.2017.191},
    • url = {https://www.merl.com/publications/TR2017-100}
    • }
  •  Feng, C., Liu, M.-Y., Kao, C.-C., Lee, T.-Y., "Deep Active Learning for Civil Infrastructure Defect Detection and Classification", International Workshop on Computing in Civil Engineering (IWCCE), June 2017.
    BibTeX TR2017-034 PDF
    • @inproceedings{Feng2017jun,
    • author = {Feng, Chen and Liu, Ming-Yu and Kao, Chieh-Chi and Lee, Teng-Yok},
    • title = {Deep Active Learning for Civil Infrastructure Defect Detection and Classification},
    • booktitle = {International Workshop on Computing in Civil Engineering (IWCCE)},
    • year = 2017,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2017-034}
    • }
  •  Yousif, K., Taguchi, Y., Ramalingam, S., "MonoRGBD-SLAM: Simultaneous Localization and Mapping Using Both Monocular and RGBD Cameras", IEEE International Conference on Robotics and Automation (ICRA), DOI: 10.1109/ICRA.2017.7989521, May 2017.
    BibTeX TR2017-068 PDF
    • @inproceedings{Yousif2017may2,
    • author = {Yousif, Khalid and Taguchi, Yuichi and Ramalingam, Srikumar},
    • title = {MonoRGBD-SLAM: Simultaneous Localization and Mapping Using Both Monocular and RGBD Cameras},
    • booktitle = {IEEE International Conference on Robotics and Automation (ICRA)},
    • year = 2017,
    • month = may,
    • doi = {10.1109/ICRA.2017.7989521},
    • url = {https://www.merl.com/publications/TR2017-068}
    • }
  •  Yousif, K., Taguchi, Y., Ramalingam, S., Bab-Hadiashar, A., "ROS2D: Image Feature Detector Using Rank Order Statistics", IEEE International Conference on Robotics and Automation (ICRA), DOI: 10.1109/ICRA.2017.7989524, May 2017.
    BibTeX TR2017-066 PDF
    • @inproceedings{Yousif2017may,
    • author = {Yousif, Khalid and Taguchi, Yuichi and Ramalingam, Srikumar and Bab-Hadiashar, Alireza},
    • title = {ROS2D: Image Feature Detector Using Rank Order Statistics},
    • booktitle = {IEEE International Conference on Robotics and Automation (ICRA)},
    • year = 2017,
    • month = may,
    • doi = {10.1109/ICRA.2017.7989524},
    • url = {https://www.merl.com/publications/TR2017-066}
    • }
  •  Hara, K., Liu, M.-Y., Tuzel, C.O., Farahmand, A.-M., "Attentional Network for Visual Object Detection", arXiv, January 2017.
    BibTeX arXiv
    • @article{Hara2017jan,
    • author = {Hara, Kota and Liu, Ming-Yu and Tuzel, C. Oncel and Farahmand, Amir-massoud},
    • title = {Attentional Network for Visual Object Detection},
    • journal = {arXiv},
    • year = 2017,
    • month = jan,
    • url = {http://arxiv.org/abs/1702.01478}
    • }
  •  Liu, M.-Y., Tuzel, C.O., Sullivan, A., "Coupled Generative Adversarial Nets", Advances in Neural Information Processing Systems (NIPS), December 2016.
    BibTeX TR2016-156 PDF
    • @inproceedings{Liu2016dec,
    • author = {Liu, Ming-Yu and Tuzel, C. Oncel and Sullivan, Alan},
    • title = {Coupled Generative Adversarial Nets},
    • booktitle = {Advances in Neural Information Processing Systems (NIPS)},
    • year = 2016,
    • month = dec,
    • url = {https://www.merl.com/publications/TR2016-156}
    • }
  •  Xiao, Y., Feng, C., Taguchi, Y., Kamat, V.R., "User-Guided Dimensional Analysis of Indoor Building Environments from Single Frames of RGB-D Sensors", Journal of Computing in Civil Engineering, DOI: 10.1061/(ASCE)CP.1943-5487.0000648#sthash.qf8wYMXI.dpuf, Vol. 31, No. 4, November 2016.
    BibTeX TR2016-150 PDF
    • @article{Xiao2016nov,
    • author = {Xiao, Yong and Feng, Chen and Taguchi, Yuichi and Kamat, Vineet R.},
    • title = {User-Guided Dimensional Analysis of Indoor Building Environments from Single Frames of RGB-D Sensors},
    • journal = {Journal of Computing in Civil Engineering},
    • year = 2016,
    • volume = 31,
    • number = 4,
    • month = nov,
    • doi = {10.1061/(ASCE)CP.1943-5487.0000648#sthash.qf8wYMXI.dpuf},
    • url = {https://www.merl.com/publications/TR2016-150}
    • }
  •  Chen, C., Liu, M.-Y., Tuzel, C.O., Xiao, J., "R-CNN for Small Object Detection", Asian Conference on Computer Vision (ACCV), DOI: 10.1007/978-3-319-54193-8_14, November 2016, vol. 10115, pp. 214-230.
    BibTeX TR2016-144 PDF
    • @inproceedings{Chen2016nov,
    • author = {Chen, Chenyi and Liu, Ming-Yu and Tuzel, C. Oncel and Xiao, Jianxiong},
    • title = {R-CNN for Small Object Detection},
    • booktitle = {Asian Conference on Computer Vision (ACCV)},
    • year = 2016,
    • volume = 10115,
    • pages = {214--230},
    • month = nov,
    • doi = {10.1007/978-3-319-54193-8_14},
    • url = {https://www.merl.com/publications/TR2016-144}
    • }
  •  Tuzel, C.O., Marks, T.K., Tambe, S., "Robust Face Alignment Using a Mixture of Invariant Experts", European Conference on Computer Vision (ECCV), DOI: 10.1007/978-3-319-46454-1_50, October 2016, vol. 9909, pp. 825-841.
    BibTeX TR2016-129 PDF
    • @inproceedings{Tuzel2016oct,
    • author = {Tuzel, C. Oncel and Marks, Tim K. and Tambe, Salil},
    • title = {Robust Face Alignment Using a Mixture of Invariant Experts},
    • booktitle = {European Conference on Computer Vision (ECCV)},
    • year = 2016,
    • volume = 9909,
    • pages = {825--841},
    • month = oct,
    • doi = {10.1007/978-3-319-46454-1_50},
    • url = {https://www.merl.com/publications/TR2016-129}
    • }
  •  Ataer-Cansizoglu, E., Taguchi, Y., "Object Detection and Tracking in RGB-D SLAM via Hierarchical Feature Grouping", IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), DOI: 10.1109/IROS.2016.7759613, October 2016, pp. 4164-4171.
    BibTeX TR2016-133 PDF Video
    • @inproceedings{Ataer-Cansizoglu2016oct,
    • author = {Ataer-Cansizoglu, Esra and Taguchi, Yuichi},
    • title = {Object Detection and Tracking in RGB-D SLAM via Hierarchical Feature Grouping},
    • booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
    • year = 2016,
    • pages = {4164--4171},
    • month = oct,
    • doi = {10.1109/IROS.2016.7759613},
    • url = {https://www.merl.com/publications/TR2016-133}
    • }
  •  Sankaran, B., Ramalingam, S., Taguchi, Y., "Parameter Learning for Improving Binary Descriptor Matching", IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), DOI: 10.1109/IROS.2016.7759718, October 2016, pp. 4892-4897.
    BibTeX TR2016-132 PDF
    • @inproceedings{Sankaran2016oct,
    • author = {Sankaran, Bharath and Ramalingam, Srikumar and Taguchi, Yuichi},
    • title = {Parameter Learning for Improving Binary Descriptor Matching},
    • booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
    • year = 2016,
    • pages = {4892--4897},
    • month = oct,
    • doi = {10.1109/IROS.2016.7759718},
    • url = {https://www.merl.com/publications/TR2016-132}
    • }
  •  Singh, B., Marks, T.K., Jones, M.J., Tuzel, C.O., Shao, M., "A Multi-Stream Bi-Directional Recurrent Neural Network for Fine-Grained Action Detection", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/CVPR.2016.216, June 2016, pp. 1961-1970.
    BibTeX TR2016-080 PDF Data Highlight
    • @inproceedings{Singh2016jun,
    • author = {Singh, Bharat and Marks, Tim K. and Jones, Michael J. and Tuzel, C. Oncel and Shao, Ming},
    • title = {A Multi-Stream Bi-Directional Recurrent Neural Network for Fine-Grained Action Detection},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2016,
    • pages = {1961--1970},
    • month = jun,
    • doi = {10.1109/CVPR.2016.216},
    • url = {https://www.merl.com/publications/TR2016-080}
    • }
  •  Vemulapalli, R., Tuzel, C.O., Liu, M.-Y., "Deep Gaussian Conditional Random Field Network: A Model-based Deep Network for Discriminative Denoising", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI: 10.1109/CVPR.2016.351, June 2016, pp. 4801-4809.
    BibTeX TR2016-079 PDF
    • @inproceedings{Vemulapalli2016jun2,
    • author = {Vemulapalli, Raviteja and Tuzel, C. Oncel and Liu, Ming-Yu},
    • title = {Deep Gaussian Conditional Random Field Network: A Model-based Deep Network for Discriminative Denoising},
    • booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
    • year = 2016,
    • pages = {4801--4809},
    • month = jun,
    • doi = {10.1109/CVPR.2016.351},
    • url = {https://www.merl.com/publications/TR2016-079}
    • }