TexHOI: Reconstructing Textures of 3D Unknown Objects in Monocular Hand-Object Interaction Scenes
Aggarwal, A., Wang, N. & Guo, X. (2024). TexHOI: Reconstructing Textures of 3D Unknown Objects in Monocular Hand-Object Interaction Scenes.
Resume
Education
- Ph.D in 3D Vision, University of Texas at Dallas, 2024 (expected)
- B.Tech. (Hons.) AI/CV Stream, CSE Department, IIT (BHU) Varanasi, India, 2019
Work experience
- Summer 2017: Research Assistant
- IIT Gandhinagar
- Duties included: Synthetic data generation, Object Localization, Improving the performance of Faster RCNN
- Supervisor: Dr. Ravi Hegde
- Summer 2018: Research Intern
- Samsung (Research & Development) Institute Bangalore
- Duties included: Cleaning Lip-Reading Dataset, Accurate Lip-Reading from Mobile Devices
- Supervisor: Dr. Shankar Venkatesan
Publications
Layered-Garment Net: Generating Multiple Implicit Garment Layers from a Single Image
Aggarwal, A., Wang, J., Hogue, S., Ni, S., Budagavi, M., & Guo, X. (2022). Layered-Garment Net: Generating Multiple Implicit Garment Layers from a Single Image. In Proceedings of the Asian Conference on Computer Vision (pp. 3000-3017).
EPD-Net: A GAN-based Architecture for Face De-identification from Images
Aggarwal, A., Rathore, R., Chattopadhyay, P., & Wang, L. (2020, September). EPD-Net: A GAN-based Architecture for Face De-identification from Images. In 2020 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS) (pp. 1-7). IEEE.
Broad Neural Network for Change Detection in Aerial Images
Shrivastava S., Aggarwal A., Chattopadhyay P. (2020) Broad Neural Network for Change Detection in Aerial Images. In: Mandal J., Bhattacharya D. (eds) Emerging Technology in Modelling and Graphics. Advances in Intelligent Systems and Computing, vol 937. Springer, Singapore
Transfer Learning by Finetuning Pretrained CNNs Entirely with Synthetic Images
Rajpura P. et al. (2018) Transfer Learning by Finetuning Pretrained CNNs Entirely with Synthetic Images. In: Rameshan R., Arora C., Dutta Roy S. (eds) Computer Vision, Pattern Recognition, Image Processing, and Graphics. NCVPRIPG 2017. Communications in Computer and Information Science, vol 841. Springer, Singapore
Teaching
Introduction to Computer Programming
Artificial Intelligence
Database Systems
Computer Graphics
Computer Animation and Gaming
Design and Analysis of Algorithm
Talks
NeRO
Seminar talk at Computer Graphics and Animation Lab, Dallas, TX
PixelNeRF
Seminar talk at Computer Graphics and Animation Lab, Dallas, TX
SoftRas
Seminar talk at Computer Graphics and Animation Lab, Dallas, TX
PiFUHD
Seminar talk at Computer Graphics and Animation Lab, Dallas, TX
Deep Learning based 3D Human body reconstruction
Seminar talk at Computer Graphics and Animation Lab, Dallas, TX
Transfer Learning by Finetuning Pretrained CNNs Entirely with Synthetic images
Poster Presentation at NCVPRIPG, IIT Mandi, Mandi, U.P.