Search Results for author: Perla Sai Raj Kishore

Found 4 papers, 1 papers with code

An End-to-End Framework for Unsupervised Pose Estimation of Occluded Pedestrians

no code implementations15 Feb 2020 Sudip Das, Perla Sai Raj Kishore, Ujjwal Bhattacharya

To tackle this problem for training the network, we make use of a pose estimation dataset, MS-COCO, and employ unsupervised adversarial instance-level domain adaptation for estimating the entire pose of occluded pedestrians.

Domain Adaptation Instance Segmentation +3

Texture Synthesis Guided Deep Hashing for Texture Image Retrieval

no code implementations4 Nov 2018 Ayan Kumar Bhunia, Perla Sai Raj Kishore, Pranay Mukherjee, Abhirup Das, Partha Pratim Roy

In the next stage, a second network gathers the multi-scale feature representations from the TSN's intermediate layers using channel-wise attention, combines them in a progressive manner to a dense continuous representation which is finally converted into a binary hash code with the help of individual and pairwise label information.

Data Augmentation Deep Hashing +3

User Constrained Thumbnail Generation using Adaptive Convolutions

2 code implementations31 Oct 2018 Perla Sai Raj Kishore, Ayan Kumar Bhunia, Shuvozit Ghose, Partha Pratim Roy

We use Global Context Aggregation (GCA) and a modified Region Proposal Network (RPN) with adaptive convolutions to generate thumbnails in real time.

Region Proposal User Constrained Thumbnail Generation

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