Years


Keywords



2017 - 21 Publications


#196: Y. M. Kassim and K. Palaniappan

Extracting Retinal Vascular Networks Using Deep Learning Architecture

IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2017

deep learning, vessel segmentation, fundoscopy images, patches, convolution neural network

Abstract, Bibtex, PlainText, PDF, URL, Google Scholar
#195: N. M. Al-Shakarji, F. Bunyak, G. Seetharaman, and K. Palaniappan

Robust multi-object tracking with semantic color correlation

IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2017

image color analysis, tracking, color, correlation, lighting, histograms.

Abstract, Bibtex, PlainText, URL, DOI, Google Scholar
#194: K. Gao, T. White, K. Palaniappan, M. Warmund, and F. Bunyak

Museed: A mobile image analysis application for plant seed morphometry

IEEE International Conference on Image Processing, pgs. 2826-2830, 2017

plant seed morphometry, image analysis, mobile application

Abstract, Bibtex, PlainText, PDF, URL, DOI, Google Scholar
#193: Z. Al-Milajia, I. Ersoy, A. Hafiane, K. Palaniappan, and F.Bunyak

Integrating segmentation with deep learning for enhanced classification of epithelial and stromal tissues in H&E images

Pattern Recognition Letters, 2017

Bibtex, PlainText, PDF, URL, DOI, Google Scholar
#192: G. Yolcu, I. Oztel, S. Kazan, C. Oz, K. Palaniappan, T. Lever, and F. Bunyak

Deep learning-based facial expression recognition for monitoring neurological disorders

EEE International Conference on Bioinformatics and Biomedicine (BIBM) , pgs. 1652-1657, 2017

convolutional neural networks, deep learning, facial component segmentation, facial expression recognition

Abstract, Bibtex, PlainText, URL, Google Scholar
#191: S. Lyu, M. Chang, , F. Bunyak, K. Palaniappan, N. M. Al-Shakarji, and e. al

UA-DETRAC 2017: Report of AVSS2017 & IWT4S Challenge on Advanced Traffic Monitoring

IEEE AVSS International Workshop on Traffic and Street Surveillance for Safety and Security (IWT4S), pgs. 1-7, 2017

Abstract, Bibtex, PlainText, URL, Google Scholar
#190: M. Poostchi, K. Palaniappan, and G. Seetharaman

Spatial pyramid context-aware moving vehicle detection and tracking in urban aerial imagery

IEEE AVSS International Workshop on Traffic and Street Surveillance for Safety and Security (IWT4S), pgs. 1-6, 2017

Abstract, Bibtex, PlainText, URL, Google Scholar
#189: H. Aliakbarpour, K. Palaniappan, and G. Seetharaman

Parallax tolerant aerial image georegistration and efficient camera pose refinement - Without piecewise homographies

IEEE Transactions on Geoscience and Remote Sensing, Volume 55, pgs. 4618-4637, 2017

cameras, image registration, remote sensing, 3d reconstruction, mavmap, parallax-tolerant aerial image georegistration, pix4d, sfm method, structure from motion, visualsfm, camera metadata measurement, camera pose refinement, camera-induce

Abstract, Bibtex, PlainText, URL, DOI, Google Scholar
#188: H. Aliakbarpour, J. F. Ferreira, V. B. S. Prasath, K. Palaniappan, G. Seetharaman, and J. Dias

A probabilistic framework for 3D reconstruction using heterogeneous sensors

IEEE Sensors Journal, Volume 17, pgs. 2640-2641, 2017

Bibtex, PlainText, Google Scholar
#187: N. M. Al-Shakarji, Y. M. Kassim, and K. Palaniappan.

Unsupervised Learning Method for Plant and Leaf Segmentation

N. M. Al-Shakarji, Y. M. Kassim, K. Palaniappan. , 2017

Abstract, Bibtex, PlainText, Google Scholar
#186: A. Akay, H. AliAkbarpour, K. Palaniappan, and G. Seetharaman

Camera Auto-calibration for Planar Aerial Imagery Supported by Camera Metadata

Applied Imagery Pattern Recognition (AIPR), 2017

auto-calibration, planar scene reconstruction, metadata recovery, aerial imagery

Abstract, Bibtex, PlainText, PDF, Google Scholar
#185: H. Trinh, D. Chemodanov, S. Yao, Q. Lei, B. Zhang, F. Gao, P. Calyam, and K. Palaniappan

Energy-aware mobile edge computing for low-latency visual data processing

In IEEE International Conference on Future Internet of Things and Cloud (FiCloud), 2017

iot-based applications, cloud computing, energy awareness, visual data processing, mobile edge cloud

Abstract, Bibtex, PlainText, PDF, URL, Google Scholar
#184: Z. A. Oraibi, M. Irio, A. Hafiane, and K. Palaniappan

Texture Classification using Multiple Local Descriptors

IEEE Applied Imagery Pattern Recognition Workshop (AIPR), pgs. 1-7, 2017

Abstract, Bibtex, PlainText, Google Scholar
#183: N. Al-Shakarji, F. Bunyak, G. Seetharaman, and K. Palaniappan

Robust multi-object tracking with semantic color correlation

IEEE AVSS International Workshop on Traffic and Street Surveillance for Safety and Security (IWT4S), 2017

robust multi-object tracking with semantic color correlation

Abstract, Bibtex, PlainText, URL, DOI, Google Scholar
#182: M. Kristan, A. Leonardis, J. Matas, M. Felsberg, .., G. Seetharaman, K. Palaniappan, K. Gao, M. Poostchi, and e. al

The Visual Object Tracking VOT2017 challenge results

IEEE Int. Conf. on Computer Vision Workshop (ICCVW), pgs. 1949-1972, 2017

Bibtex, PlainText, Google Scholar
#181: Y. M. Kassim, V. B. S. Prasath, O. V. Glinskii, V. V. Glinsky, V. H. Huxley, and K. Palaniappan

Microvasculature segmentation of arterioles using deep CNN

IEEE International Conference on Image Processing (ICIP), 2017

deep learning, segmentation, vasculature, biomedical

Abstract, Bibtex, PlainText, URL, Google Scholar
#180: H. Aliakbarpour, K. Palaniappan, and G. Seetharaman

Oblique Aerial Image Georegistration and Efficient Camera Pose Refinement Without Correspondence-based Homographies

IEEE Transactions on Geoscience and Remote Sensing, 2017

registration, 3d reconstruction

Bibtex, PlainText, Google Scholar
#179: H. Aliakbarpour, J. F. Ferreira, V. B. S. Prasath, K. Palaniappan, G. Seetharaman, and J. Dias

A probabilistic framework for 3D reconstruction using heterogeneous sensors

IEEE Sensors, Volume 17, pgs. 1-2, 2017

3d reconstruction, depth sensor, sensor fusion

Abstract, Bibtex, PlainText, DOI, Google Scholar
#178: J. Peng, A. J. Aved, G. Seetharaman, and K. Palaniappan

Multiview Boosting With Information Propagation for Classification

IEEE Transactions on Neural Networks and Learning Systems, 2017

biometrics, boosting, classification, convergence, data fusion, multiarmed bandits, multiview learning

Abstract, Bibtex, PlainText, PDF, DOI, Google Scholar
#177: X. Yang, G. Dong, K. Palaniappan, G. Mi, and T. I. Baskin

Temperature-compensated cell production rate and elongation zone length in the root of Arabidopsis thaliana

Plant, Cell & Environment, 2017

rootflow, stripflow, biology

Abstract, Bibtex, PlainText, PDF, DOI, Google Scholar
X. Yang, G. Dong, K. Palaniappan, G. Mi, and T. Baskin

Temperature-compensated cell production rate and elongation zone length in the root of Arabidopsis thaliana

Plant, Cell & Environment, Volume 40, pgs. 264-276, 2017

Abstract, Bibtex, PlainText, PDF, URL, DOI, Google Scholar