Publications

This is a list of my publications in the last 5 years. For a full list please see Google Scholar.


2021

Multi-camera trajectory forecasting with trajectory tensors

O Styles, T Guha and V Sanchez

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021. (early access)

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Dynamic emotion modeling with learnable graphs and graph inception network

A Shirian, S Tripathi and T Guha

IEEE Transactions on Multimedia, 2021. (early access)

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Computational media intelligence: Human-centered machine analysis of media

K Somandepalli, T Guha, V Martinez, N Kumar, H Adam and S S Narayanan

Proceedings of the IEEE, vol. 109(5), pp. 891 - 910, May 2021.

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Emotion sensing from head motion capture

A Samanta and T Guha

IEEE Sensors Journal, vol. 21(4), pp. 5035 - 5043, Feb 2021.

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In defense of scene graphs for image captioning

K Nguyen, S Tripathi, B Du, T Guha and T Nguyen

Int. Conf. on Computer Vision (ICCV), Virtual, Oct 2021.

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Head matters: Explainable human-centered trait prediction from head motion dynamics

S Madan, M Gahalawat, T Guha and R Subramanian

Int. Conf. on Multimodal Interaction (ICMI), Virtual, Oct 2021.


Towards Autism screening through emotion-guided eye gaze response

S Ghosh and T Guha

Int. Conf. on Engineering in Medicine and Biology (EMBC), Virtual, Oct 2021.


Compact graph architecture for speech emotion recognition

A Shirian and T Guha

Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), Virtual, June 2021.

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GBT based on graph neural network for predictive transform coding

D Roy, T Guha and V Sanchez

Data Compression Conference (DCC), Virtual, March 2021.

2020

Dynamic character graph via online face clustering for movie analysis

P Kulshreshtha and T Guha

Multimedia Tools and Applications, vol. 79(43-44), pp. 33103 - 33116, Nov 2020.

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Attention-selective network for face synthesis and pose-invariant face recognition

J Liao, A Kot, T Guha and V Sanchez

Int. Conf. on Image Processing (ICIP), Virtual, Oct 2020.

Multi-camera trajectory forecasting: Pedestrian trajectory prediction in a network of cameras

O Styles, T Guha, V Sanchez and A Kot

Int. Conf. on Computer Vision and Pattern Recognition Workshops (CVPR-W), Virtual, June 2020.

PDF Database **Best student paper award**

Ensemble network for ranking images based on visual appeal

S Singh, V Sanchez and T Guha

Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), Virtual, May 2020.

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Variational recurrent sequence-to-sequence retrieval for stepwise illustration

V Batra, A Halder, Y He, G Vogiatzis, H Ferhatosmanoglu and T Guha

European Conference on Information Retrieval (ECIR), Lisbon, April 2020.

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Multiple object forecasting: Predicting future object locations in diverse environments

O Styles, T Guha and V Sanchez

Winter Conf. on Applications of Computer Vision (WACV), Aspen, March 2020.

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Coordinated joint multimodal embeddings for generalized audio-visual zero-shot classification

K K Parida, N Matiyali, T Guha and G Sharma

Winter Conf. on Applications of Computer Vision (WACV), Aspen, March 2020.

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2019


Dirichlet latent variable model: A dynamic model based on Dirichlet prior for audio processing

A Kumar, T Guha and P K Ghosh

IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 27(5), pp. 919-931, March 2019.

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Motion-capture patterns of voluntarily mimicked dynamic facial expressions in children and adolescents with and without ASD

E Zane, Z Yang, L Pozzan, T Guha, S S Narayanan and R Grossman

Journal of Autism and Developmental Disorder, vol. 49(3), pp. 1062 - 1079, March 2019.

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Learning affective correspondence between music and image

G Verma, E G Dhekane and T Guha

Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), Brighton, May 2019.

PDF Database


Computational analysis of gaze behavior in Autism during interaction with virtual agents

Z Akhtar and T Guha

Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), Brighton, May 2019.

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GBT with weighted self-loops for predictive transform coding based on template matching

D Roy, T Guha and V Sanchez

Data Compression Conference (DCC), Snowbird, March 2019.

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2018


A computational study of expressive facial dynamics in children with Autism

T Guha, Z Yang, R Grossman and S S Narayanan

IEEE Transactions on Affective Computing, vol. 9 (1), pp. 14-20, Jan-March 2018.

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Unsupervised discovery of character dictionaries in animation movies

K Somandepalli, N Kumar, T Guha and S S Narayanan

IEEE Transactions on Multimedia, vol. 20 (3), pp. 539-551, 2018.

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Learning spontaneity to improve emotion recognition in speech

K Mangalam and T Guha

INTERSPEECH, Hyderabad, Sep 2018.

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An online algorithm for constrained face clustering in videos

P Kulshreshtha and T Guha

Int. Conf. on Image Processing (ICIP), Athens, Oct 2018.

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A dynamic latent variable model for source separation

A Kumar, T Guha and P K Ghosh

Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), Calgary, April 2018.

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Multichannel attention network for analyzing visual behavior in public speaking

R Sharma, T Guha and G Sharma

Winter Conf. on Applications of Computer Vision (WACV), Lake Tahoe, March 2018.

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2017


Music tempo estimation using sub-band synchrony

S Chowdhury, T Guha and R Hegde

INTERSPEECH, Stockholm, August 2017.

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On the role of head motion in affective expression

A Samanta and T Guha

Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, March 2017.

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2016 and Older

Please see Google Scholar

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