Software
VIDEO-TEXT RETRIEVAL
-
Learning Joint Embedding with Multimodal Cues for Cross-Modal Video-Text Retrieval
N. C. Mithun, J. Li, F. Metze, and A. Roy-Chowdhury, ACM International Conference on Multimedia Retrieval, 2018.
Code
VIDEO SUMMARIZATION
-
Collaborative Summarization of Topic-Related Videos
R. Panda and A. Roy-Chowdhury, IEEE Conf. on Computer Vision and Pattern Recognition, 2017.
Code
CAMERA NETWORKS & REIDENTIFICATION
-
Network Consistent Data Association
A. Chakraborty, A. Das, A. Roy-Chowdhury, IEEE Trans. on Pattern Analysis and Machine Intelligence, 2016.
Code Supplementary Material
-
Consistent Re-identification In A Camera Network
A. Das, A. Chakraborty, A. Roy- Chowdhury, European Conf. on Computer Vision, 2014.
Code Supplementary Material
-
Exploiting Transitivity for Learning Person Re-identification Models on a Budget
S. Roy, S. Paul, N. Young and A. Roy-Chowdhury, IEEE Conf. on Computer Vision and Pattern Recognition, 2018.
Code
LEARNING WITH LIMITED SUPERVISION
-
W-TALC: Weakly-supervised Temporal Activity Localization and Classification
S. Paul, S. Roy, and A. Roy-Chowdhury, European Conference on Computer Vision, 2018.
Code
-
Non-Uniform Subset Selection for Active Learning in Structured Data
S. Paul, J. H. Bappy, A. Roy-Chowdhury, IEEE Conf. on Computer Vision and Pattern Recognition, 2017.
Code
-
Incremental Learning of Human Activity Models from Videos
M. Hasan, and A. Roy-Chowdhury, Computer Vision and Image Understanding, 2016.
Code
-
Incremental Activity Modeling and Recognition in Streaming Videos
M. Hasan, A. Roy-Chowdhury, IEEE Conf. on Computer Vision and Pattern Recognition, 2014.
Code
-
Context Aware Active Learning of Activity Recognition Models
M. Hasan, A. Roy-Chowdhury, International Conference on Computer Vision, 2015.
Code
-
Continuous Learning of Human Activity Models Using Deep Nets
M. Hasan, A. Roy-Chowdhury, European Conf. on Computer Vision, 2014.
Code
-
A Continuous Learning Framework for Activity Recognition Using Deep Hybrid Feature Models
M. Hasan, A. Roy-Chowdhury, IEEE Trans. on Multimedia, 2015.
Code
IMAGE FORGERY DETECTION
-
Hybrid LSTM and Encoder-Decoder Architecture for Detection of Image Forgeries
J. Bappy, L.Natarajan, B. S. Manjunath, A. Roy-Chowdhury, IEEE Trans. on Image Processing, 2019.
Code
BIOIMAGE APPLICATIONS
-
Context-Aware Spatio-temporal Cell Tracking In Densely Packed Multilayer Tissues
A. Chakraborty, A. Roy-Chowdhury, Medical Image Analysis, 2014.
Code Supplementary Material
-
Adaptive Geometric Tessellation For 3D Reconstruction of Anisotropically Developing Cells In Multilayer Tissues From Sparse Volumetric Microscopy Images
A. Chakraborty, M. Perales, G. V. Reddy, A. Roy-Chowdhury, PLOS One, 2013.
Code
FACE RECOGNITION IN ART
-
Deep Learning Based Identity Verification in Renaissance Portraits.
A. Gupta, N. C. Mithun, C. Rudolph and A. Roy-Chowdhury, IEEE International Conference on Multimedia and Expo (ICME), 2018.
Code
ANOMALY DETECTION IN VIDEO
-
Learning Temporal Regularity in Video Sequences
M. Hasan, J. Choi, J. Neumann, A. Roy-Chowdhury, and L. Davis, IEEE Conf. on Computer Vision and Pattern Recognition, 2016.
Code
-
Context-Aware Activity Recognition and Anomaly Detection in Video
Y. Zhu, N. Nayak, A. Roy-Chowdhury, IEEE Journal on Selected Topics in Signal Processing, Special Issue on Anomalous Pattern Discovery, February 2013.
Code
CONTEXT-AWARE ACTIVITY RECOGNITION
-
Context-Aware Activity Modeling using Hierarchical Conditional Random Fields
Y. Zhu, N. Nayak, A. Roy-Chowdhury, IEEE Trans. on Pattern Analysis and Machine Intelligence, 2015.
Code
-
Context-Aware Modeling and Recognition of Activities in Video
Y. Zhu, N. Nayak, A. Roy-Chowdhury, IEEE Conf. on Computer Vision and Pattern Recognition, 2013 (Oral).
Code
CAMERA NETWORKS – DISTRIBUTED ESTIMATION
-
Distributed Multi-target Tracking and Data Association in Vision Networks
A. T. Kamal, J. H. Bappy, J. A. Farrell, A. Roy-Chowdhury, IEEE Trans. on Pattern Analysis and Machine Intelligence, 2016.
Code -
Information Weighted Consensus Filters and their Application in Distributed Camera Networks
A. Kamal, J. A. Farrell, A. Roy-Chowdhury, IEEE Trans. on Automatic Control, 2013.
Code -
Information Consensus for Distributed Multi-Target Tracking
A. Kamal, J. A. Farrell, A. Roy-Chowdhury, IEEE Conf. on Computer Vision and Pattern Recognition, 2013.
Code Supplementary Material -
Information Weighted Consensus
A. Kamal, J. A. Farrell, A. Roy-Chowdhury, IEEE Controls and Decision Conf., 2012.
Code