Search Results for author: Patsorn Sangkloy

Found 9 papers, 7 papers with code

Scribbler: Controlling Deep Image Synthesis with Sketch and Color

1 code implementation CVPR 2017 Patsorn Sangkloy, Jingwan Lu, Chen Fang, Fisher Yu, James Hays

In this paper, we propose a deep adversarial image synthesis architecture that is conditioned on sketched boundaries and sparse color strokes to generate realistic cars, bedrooms, or faces.

Colorization Image Generation

Let's Dance: Learning From Online Dance Videos

1 code implementation23 Jan 2018 Daniel Castro, Steven Hickson, Patsorn Sangkloy, Bhavishya Mittal, Sean Dai, James Hays, Irfan Essa

We present a comparison of numerous state-of-the-art techniques on our dataset using three different representations (video, optical flow and multi-person pose data) in order to analyze these approaches.

Action Recognition Optical Flow Estimation +1

SwapNet: Garment Transfer in Single View Images

1 code implementation ECCV 2018 Amit Raj, Patsorn Sangkloy, Huiwen Chang, Jingwan Lu, Duygu Ceylan, James Hays

Garment transfer is a challenging task that requires (i) disentangling the features of the clothing from the body pose and shape and (ii) realistic synthesis of the garment texture on the new body.

 Ranked #1 on Virtual Try-on on FashionIQ (using extra training data)

Virtual Try-on

Informative Features for Model Comparison

3 code implementations NeurIPS 2018 Wittawat Jitkrittum, Heishiro Kanagawa, Patsorn Sangkloy, James Hays, Bernhard Schölkopf, Arthur Gretton

Given two candidate models, and a set of target observations, we address the problem of measuring the relative goodness of fit of the two models.

Kernel Mean Matching for Content Addressability of GANs

1 code implementation14 May 2019 Wittawat Jitkrittum, Patsorn Sangkloy, Muhammad Waleed Gondal, Amit Raj, James Hays, Bernhard Schölkopf

We propose a novel procedure which adds "content-addressability" to any given unconditional implicit model e. g., a generative adversarial network (GAN).

Generative Adversarial Network Image Generation

Argoverse: 3D Tracking and Forecasting with Rich Maps

3 code implementations CVPR 2019 Ming-Fang Chang, John Lambert, Patsorn Sangkloy, Jagjeet Singh, Slawomir Bak, Andrew Hartnett, De Wang, Peter Carr, Simon Lucey, Deva Ramanan, James Hays

In our baseline experiments, we illustrate how detailed map information such as lane direction, driveable area, and ground height improves the accuracy of 3D object tracking and motion forecasting.

3D Object Tracking Autonomous Vehicles +3

A Sketch Is Worth a Thousand Words: Image Retrieval with Text and Sketch

no code implementations5 Aug 2022 Patsorn Sangkloy, Wittawat Jitkrittum, Diyi Yang, James Hays

We empirically demonstrate that using an input sketch (even a poorly drawn one) in addition to text considerably increases retrieval recall compared to traditional text-based image retrieval.

Image Retrieval Retrieval

StyleGAN Salon: Multi-View Latent Optimization for Pose-Invariant Hairstyle Transfer

no code implementations CVPR 2023 Sasikarn Khwanmuang, Pakkapon Phongthawee, Patsorn Sangkloy, Supasorn Suwajanakorn

However, there remains a challenge in controlling the hallucinations to accurately transfer hairstyle and preserve the face shape and identity of the input.

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