Inventor
Zhe Lin
Inventor
Fremont, CA, US
Overview
Patents· 160 as inventor
Public. Assignee & technology derived from the patent record. Each patent links to its LexDana page.
G06Tprimary
G06TImage data processing or generation, in general21%
G06VImage or video recognition or understanding21%
G06KGraphical data reading21%
G06FElectric digital data processing19%
G06NComputing arrangements based on specific computational models14%
H04NPictorial communication, e.g. television2%
G10LSpeech analysis techniques or speech synthesis1%
G06QInformation and communication technology [ict] specially adapted for administrative, commercial, financial, managerial or supervisory purposes0%
G11BInformation storage based on relative movement between record carrier and transducer0%
G01RMeasuring electric variables0%
PatentTitleYear
10,878,550Utilizing deep learning to rate attributes of digital images202010,878,575Foreground-aware image inpainting202010,867,422Facilitating preservation of regions of interest in automatic image cropping202010,867,416Harmonizing composite images using deep learning202010,861,564Memory circuit and data bit status detector thereof202010,853,700Custom auto tagging of multiple objects202010,846,319Online dictionary extension of word vectors202010,846,870Joint training technique for depth map generation202010,839,575User-guided image completion with image completion neural networks202010,839,493Transferring image style to content of a digital image202010,832,036Meta-learning for facial recognition202010,817,713Generating modified digital images utilizing a multimodal selection model based on verbal and gesture input202010,810,252Searching using specific attributes found in images202010,810,707Depth-of-field blur effects generating techniques202010,810,721Digital image defect identification and correction202010,789,525Modifying at least one attribute of an image with at least one attribute extracted from another image202010,783,622Training and utilizing an image exposure transformation neural network to generate a long-exposure image from a single short-exposure image202010,776,671Joint blur map estimation and blur desirability classification from an image202010,769,495Collecting multimodal image editing requests202010,769,764Hierarchical scale matching and patch estimation for image style transfer with arbitrary resolution202010,762,608Sky editing based on image composition202010,755,391Digital image completion by learning generation and patch matching jointly202010,755,099Object detection in images202010,747,811Compositing aware digital image search202010,740,647Detecting objects using a weakly supervised model202010,733,480Custom Auto Tagging of Multiple Objects202010,719,920Environment map generation and hole filling202010,692,221Automatic trimap generation and image segmentation202010,672,164Predicting patch displacement maps using a neural network202010,664,719Accurate tag relevance prediction for image search202010,650,495High resolution style transfer202010,628,708Utilizing a deep neural network-based model to identify visually similar digital images based on user-selected visual attributes202010,614,557Digital image completion using deep learning202010,600,171Image-blending via alignment or photometric adjustments computed by a neural network202010,593,043Utilizing deep learning for boundary-aware image segmentation202010,565,518Collaborative feature learning from social media202010,565,472Event image curation202010,516,830Guided image composition on mobile devices201910,515,443Utilizing deep learning to rate attributes of digital images201910,497,122Image crop suggestion and evaluation using deep-learning201910,496,699Topic association and tagging for dense images201910,489,688Personalized digital image aesthetics in a digital medium environment201910,481,774Area-dependent image enhancement201910,467,529Convolutional neural network joint training201910,460,154Identifying unknown person instances in images201910,460,214Deep salient content neural networks for efficient digital object segmentation201910,430,649Text region detection in digital images using image tag filtering201910,430,661Generating a compact video feature representation in a digital medium environment201910,430,689Training a classifier algorithm used for automatically generating tags to be applied to images201910,410,351Automatically segmenting images based on natural language phrases201910,387,776Recurrent neural network architectures which provide text describing images201910,346,951Image cropping suggestion using multiple saliency maps201910,346,996Image depth inference from semantic labels201910,346,727Utilizing a digital canvas to conduct a spatial-semantic search for digital visual media201910,319,412Robust tracking of objects in videos201910,311,574Object segmentation, including sky segmentation201910,290,085Image hole filling that accounts for global structure and local texture201910,257,436Method for using deep learning for facilitating real-time view switching and video editing on computing devices201910,235,623Accurate tag relevance prediction for image search201910,216,766Large-scale image tagging using image-to-topic embedding201910,198,801Image enhancement using self-examples and external examples201910,089,742Automatically segmenting images based on natural language phrases201810,074,161Sky editing based on image composition201810,068,129Recognizing unknown person instances in an image gallery201810,043,057Accelerating object detection201810,042,866Searching untagged images with text-based queries201810,026,020Embedding space for images with multiple text labels201810,019,823Combined composition and change-based models for image cropping201810,019,657Joint depth estimation and semantic segmentation from a single image201810,002,415Utilizing deep learning for rating aesthetics of digital images20189,996,768Neural network patch aggregation and statistics20189,990,558Generating image features based on robust feature-learning20189,992,387Video denoising using optical flow20189,984,440Iterative patch-based image upscaling20189,978,129Patch partitions and image processing20189,972,092Utilizing deep learning for boundary-aware image segmentation20189,953,425Learning image categorization using related attributes20189,940,100Shortlist computation for searching high-dimensional spaces20189,940,544Event image curation20189,911,201'Imaging process initialization techniques'20189,875,528Multi-frame patch correspondence identification in video20189,858,675'Object segmentation, including sky segmentation'20189,857,953'Image color and tone style transfer'20189,852,353Structure aware image denoising and noise variance estimation20179,846,840Semantic class localization in images20179,830,526Generating image features based on robust feature-learning20179,817,847'Neural network image curation control'20179,805,445'Image zooming'20179,767,386'Training a classifier algorithm used for automatically generating tags to be applied to images'20179,767,540'Patch partitions and image processing'20179,760,978'Missing region prediction'20179,734,434'Feature interpolation'20179,697,416'Object detection using cascaded convolutional neural networks'20179,672,414'Enhancement of skin, including faces, in photographs'20179,626,584'Image cropping suggestion using multiple saliency maps'20179,613,058'Neural network image curation control'20179,613,405'Scalable massive parallelization of overlapping patch aggregation'20179,607,014'Image tagging'20179,607,391'Image object segmentation using examples'20179,594,977'Automatically selecting example stylized images for image stylization operations based on semantic content'20179,569,684'Image enhancement using self-examples and external examples'20179,569,822'Removing noise from an image via efficient patch distance computations'20179,563,825'Convolutional neural network using a binarized convolution layer'20179,536,293'Image assessment using deep convolutional neural networks'20179,471,828'Accelerating object detection'20169,471,966'Area-dependent image enhancement'20169,454,712'Saliency map computation'20169,436,893'Distributed similarity learning for high-dimensional image features'20169,424,484'Feature interpolation'20169,418,319'Object detection using cascaded convolutional neural networks'20169,406,110'Cropping boundary simplicity'20169,396,522'Scalable massive parallelization of overlapping patch aggregation'20169,367,766'Text line detection in images'20169,342,870'Tree-based linear regression for denoising'20169,330,334'Iterative saliency map estimation'20169,311,690'Video denoising using optical flow'20169,299,004'Image foreground detection'20169,286,540'Fast dense patch search and quantization'20169,269,017'Cascaded object detection'20169,251,569'Removing noise from an image via efficient patch distance computations'20169,251,594'Cropping boundary simplicity'20169,245,347'Image Cropping suggestion'20169,230,192'Image classification using images with separate grayscale and color channels'20169,224,066'Object detection via validation with visual search'20159,213,919'Category histogram image representation'20159,208,404'Object detection with boosted exemplars'20159,202,138'Adjusting a contour by a shape model'20159,196,021'Video enhancement using related content'20159,189,834'Adaptive denoising with internal and external patches'20159,165,373'Statistics of nearest neighbor fields'20159,158,963'Fitting contours to features'20159,152,847'Facial landmark localization by exemplar-based graph matching'20159,146,941'Image tag pair graph for image annotation'20159,142,009'Patch-based, locally content-adaptive image and video sharpening'20159,129,399'Optical flow with nearest neighbor field fusion'20159,129,152'Exemplar-based feature weighting'20159,122,960'Patch size adaptation for image enhancement'20159,123,138'Adaptive patch-based image upscaling'20159,117,262'Learned piece-wise patch regression for image enhancement'20159,087,390'High-quality upscaling of an image sequence'20159,081,800'Object detection via visual search'20159,076,056'Text detection in natural images'20159,031,345'Optical flow accounting for image haze'20159,025,822'Spatially coherent nearest neighbor fields'20159,002,116'Attribute recognition via visual search'20158,989,505'Distance metric for image comparison'20158,983,940'K-nearest neighbor re-ranking'20158,948,517'Landmark localization via visual search'20158,917,948'High-quality denoising of an image sequence'20148,880,563'Image search by query object segmentation'20148,874,557'Object retrieval and localization using a spatially-constrained similarity model'20148,824,808'Methods and apparatus for automated facial feature localization'20148,811,686'Methods and apparatus for automated portrait retouching using facial feature localization'20148,805,116'Methods and apparatus for visual search'20148,781,255'Methods and apparatus for visual search'20148,731,337'Denoising and artifact removal in image upscaling'20148,687,923'Robust patch regression based on in-place self-similarity for image upscaling'20148,687,913'Methods and apparatus for image deblurring and sharpening using local patch self-similarity'20148,655,109'Regression-based learning model for image upscaling'20147,337,063'Method and system for using database and GPS data to linearize VOR and ILS navigation data'2008Career & activity timeline
Assembled from patent assignee/location history and declaration credentials.
2008Based in Olathe, KS, US· patent location history
2014–2019Patents assigned to ADOBE SYSTEMS INC (102)· patent assignee history
2014–2015Patents assigned to LIN ZHE (14)· patent assignee history
2014–2015Patents assigned to BRANDT JONATHAN W (7)· patent assignee history
2014–2015Patents assigned to COHEN SCOTT D (5)· patent assignee history
2014–2020Based in Fremont, CA, US· patent location history
2019–2020Patents assigned to ADOBE INC (58)· patent assignee history
2020Based in Taichung, TW· patent location history
2020Based in Chittorgarh, CA, US· patent location history
Inventor activity
Assignee and location history derived from the patent record.
Assignees
| Assignee | Patents | Span |
|---|---|---|
| ADOBE SYSTEMS INC | 102 | 2014–2019 |
| ADOBE INC | 58 | 2019–2020 |
| LIN ZHEself | 14 | 2014–2015 |
| BRANDT JONATHAN W | 7 | 2014–2015 |
| COHEN SCOTT D | 5 | 2014–2015 |
Locations
| Location | Patents | Span |
|---|---|---|
| Fremont, California, US | 157 | 2014–2020 |
| Taichung, TW | 1 | 2020 |
| Chittorgarh, California, US | 1 | 2020 |
| Olathe, KS, US | 1 | 2008 |