However, the datademanding algorithm relies on a large. Citeseerx document details isaac councill, lee giles, pradeep teregowda. Zhifei zhang, zhaowen wang, zhe lin, and hairong qi, image superresolution by neural texture transfer, ieee. Towards unified depth and semantic prediction from a. Verified email at homepage computer visionimage processingmachine learning. We propose a new examplebased video upscaling technique that exploits selfsimilarity among patches of a video in. By alper ayvaci, hailin jin, zhe lin, scott cohen and stefano soatto. Careers at behance adobe portfolio blog powered by behance creative career tips download the app.
Google has not performed a legal analysis and makes no representation or. View zhe lins profile on linkedin, the worlds largest professional community. Explainable deep classification models for domain generalization. Deep reinforcement learning drl demonstrates its potential in learning a modelfree navigation policy for robot visual navigation. Visualsemantic embedding models have been recently proposed and shown to be effective. His research interests include computer vision, image processing, machine learning, deep learning, artificial intelligence. A read is counted each time someone views a publication summary such as the title, abstract, and list of authors, clicks on a figure, or views or downloads the fulltext. Zhe lin phd adobe systems inc, san jose adobe research. You will be notified whenever a record that you have chosen has been cited. Born in qingdaochina, she picked up her first pair of drum sticks at the. With an overdrive account, you can save your favorite libraries for ataglance information about availability. Xin lu, zhe lin, hailin jin, jianchao yang, james z. Then we select 10,000 images for further annotation. Zhe lin demonstrates, with extraordinary sensitivity, that marimba is no longer an estranged instrument in the european concert halls, but rather a versatile keyboard instrument, which can be played in a variety of solo and ensemble settings.
Nonparametric context modeling of local appearance for. Based on retrieved images and localized objects, a knn reranking method may use the knearest neighbors of a query to. Photo aesthetics ranking network with attributes and content adaptation shu kong. See the complete profile on linkedin and discover zhe s connections and. Hailin jins research works adobe systems inc, san jose. Us20160350930a1 joint depth estimation and semantic. Photo aesthetics ranking network with attributes and. When selecting these 10,000 photos, we try to balance the number of. Nonparametric context modeling of local appearance for pose and expressionrobust facial landmark localization brandon m. Check out our resources for adapting to these times. While the two tasks are strongly correlated and mutually beneficial, they are usually solved separately. Today, we are celebrating adobe researchs zhe lin, who has become the first employee in adobe history to have 100 adobe u. More behance careers at behance adobe portfolio blog powered by behance creative career tips download the app. Topdown neural attention by excitation backprop, jianming zhang.
Careers at behance adobe portfolio blog powered by behance creative career tips download the. We propose a new examplebased video upscaling technique that exploits selfsimilarity among patches. Code tensorflow testing dataset cufed5, 233mb training dataset. The reader could refer to 29, 38 for more compre hensive. Depth estimation and semantic segmentation are two fundamental problems in image understanding. Learning to generate and reconstruct 3d meshes with only 2d supervision paul henderson, university of edinburgh. A read is counted each time someone views a publication summary such as the title, abstract, and list of authors, clicks on a figure, or views or downloads the. In this paper, we propose a new, aesthetic photo cropping system which combines three models. Price jianming zhang current assignee the listed assignees may be inaccurate.
English english cestina dansk deutsch espanol francais italiano nederlands norsk polski portugues p. Highresolution image inpainting using multiscale neural. Cropping is one of the most common tasks in image editing for improving the aesthetic quality of a photograph. Minimum barrier salient object detection at 80 fps. Jianming zhangs 56 research works with 2,383 citations and 4,316 reads, including. Bairui wang, lin ma, wei zhang, wenhao jiang, jingwen wang, wei liu. Joonyoung lees research works adobe systems inc, san. Google has not performed a legal analysis and makes no representation. Zhe is a researcher in imagination lab, adobe research. Methods, apparatus, and computerreadable storage media for knn reranking. Shu kong1, xiaohui shen2, zhe lin2, radomir mech2, charless fowlkes1 1department of computer science, university of california irvine, irvine, california, usa 2adobe research, san jose, usa. Related work early work on facial landmark localization 12 often treatedtheproblemasaspecialcaseoftheobjectpartdetec. University collaboration opportunities adobe has a giftfunding program for universities for joint research.
Zhe lin adobe systems incorporated hai jin huazhong university of science and technology. This repository contains the adobeindoornav dataset and the relevant codes for visualization. View zhe lin s profile on linkedin, the worlds largest professional community. Adobe is one of the largest data collection platforms in the world, managing approximately 35 petabytes of customer data and processing one trillion transactions per quarter. Zhifei zhang, zhaowen wang, zhe lin, and hairong qi, image. Xin lu, zhe lin, eli shechtman, oliver wang, hao li. Visual object tracking via partlevel dense memory and votingbased retrieval.
New all raw images available to download on project website. The key idea is that by learning a mapping from images into a semantic text space, the algorithm is able to learn a. Jianming zhangs research works adobe systems inc, san. Joonyoung lees 68 research works with 995 citations and 4,672 reads, including. Due to the significant information loss in lowresolution lr images, it has become extremely challenging. Adobe researchs richard zhang, with colleagues, is using ai to detect images manipulated in photoshop furthering content authenticity research.
Exemplarbased face parsing uw computer sciences user pages. Adobe systems incorporated, and an nsf graduate research fellowship. This alert has been successfully added and will be sent to. Exemplarbased graph matching for robust facial landmark. Zhifei zhang, zhaowen wang, zhe lin, and hairong qi, image superresolution by neural texture transfer, ieee conference on computer vision and pattern recognition cvpr, 2019. Smith, li zhang, jonathan brandt, zhe lin, jianchao yang. If there is a common interest in a particular research topic, i am open to university collaborations with faculty and students in a university on jointly conducting research. Foregroundaware image inpainting wei xiong1, jiahui yu2, zhe lin3, jimei yang3, xin lu3, connelly barnes3 and jiebo luo1 1university of rochester 2university of illinois at urbanachampaign 3adobe. Please wash your hands and practise social distancing. The dataset is proposed and used in the paper the adobeindoornav dataset. Price current assignee the listed assignees may be inaccurate.