Image that your cell phone can be self-poweredable to self-healing after damagerobots in Sci-fi movie have self-poweredself-healable skins. Here, we present the first energy-harvesting triboelectric artificial skin that is entirely, intrinsically,autonomously self-healablesimultaneously highly transparentextraordinarily stretchableable to drive via self-generating

We propose a semantic-guided framework (FashionOn+) that generates image-based virtual try-on results with arbitrary poses. FashionOn+ contains three stages: (I) conducts the semantic segmentation to have the prior knowledge of body parts for rendering the corresponding texture in stage (II). (III) refines two salient regions, i.e., faceclothes, to generate high-quality results. With the novel architecture, we win first place in the Multi-pose Virtual Try-on Challenge in CVPR, 2020. Further, we tackle the low-resolution limitation (256x192)achieve high-resolution results (640x480).

Searchlight is composed to high brightness redgreen LEDs. The message of Morse code is transmitted through LED colorlengths of ”on/off” time in human-machine interface. CCD image sensor integrated with LEDs receives light signal of LED from another ship,then identify the real message through the image recognition software.

We have designed a remotely-controlled robot which equipped with a 360 degree full HD camera. User’s postures are detected by measuring the accelerationrotation of changes of limb postures using inertial measurement units (IMU). User’s motion commands are wirelessly transmitted to actuate the remote robot in accordance with user’s posture. The 360 degree full scene camera keeps transmitting the real-time situation of the scene surrounding the robot back to the user, displayed on the VR headset.

Our core generated several types of transgenic micea stable humanized ACE2 mice using a combi-CRISPR genetic engineering technique. We hope these mouse models can help to dissect COVID-19 pathogenic mechanismthe interaction(s) between spike proteinACE2 K353.

In order to replace humans so as to ensure safety in highly hazardous environments, such as COVID-19 testing sites, a dual-arm humanoid robot has been developed by our NTHU team. This humanoid robot with 7-axis robotic arm, vision system, IMUtouch sensors intelligence is able to imitate human actions intelligently. There are several technologies that were developed for this humanoid robot: robotic arm joints which correspond to human arm joints, a novel multiple-object tracking technology which can distinguish individual occluded objects,a real-time eye-hand calibration technology.

"For video anomaly detection, we apply pretrained models to obtain the foregroundthe optical flow as ground truth. Then our model estimates the information by taking only a single frame as input. For human behaviors, we take the human poses as inputuse a GCN-based model to predict the future poses. Both the anomaly scores of these two works are given by the error of the estimation. For defect detection, our model takes patches of the image as inputlearns to extract features. The anomaly score of each patch is given by the distance between the patchall the training patches."

A stem cell continuous harvest method was proposed. In this method, stem cells are partially detached. The remaining cells are continuously cultured by expansion in fresh culture medium.

A method of enhancing a mammalian immune response to a virus is disclosed. The method comprises administering a composition comprising an effective amount of epinecidin (Epi)-1the virus to a mammal, wherein the virus has envelope proteinis infectious to the mammal. In this technique, Epi-1Japanese encephalitis virus (JEV) were mixedinjected into mice. The mice were infected with JEV 14 days later,all mice survived. This technology has also been verified in the preparation of vaccines for foot-and-mouth disease virusnervous necrosis virus.

The anhydrous calcium chloride absorbs the water contents in the airturns them into liquid water. The liquid water then becomes the electrolyte to initiate the electrochemical reaction of the metal-air fuel cell. The electricity generated from the fuel cell is used to power the ventilation fan inside a wardrobe cabinetcreates its circulation with outside atmosphere.

The pseudo-sunlight intelligent rhythm OLED lighting combines lab patents "BrightnessColor Temperature Tunable Light SourceIts Use", "Intelligent Light Source", "Human-friendly Light sourceIts Use""Natural Light Sub-panel Color Mixing Technology". We use OLED lighting panels with different color temperature. Through voltagecurrent control, the color temperature can be changed from 1,500 K to 6,500 K. Besides, we use computer program, time controllerWi-Fi enabling user to remotely controlautomatically control of color temperaturebrightness over time.

In order to solve the undiscovered problem that caused by the fall ofelders, we develop a deep learning based systemnamed it 「SkyEye」,which includes our own sensor 「AI Falling Image Sensor」, a cloud sever that storespushes information about fall eventsa mobile app that communicates with users.

A microfluidic diffraction device is developed for determination of CTC/bacteria from human whole blood with a home-constructed laser beam system. We design the optical structuretransfer the structure to transparent plastic substrate. The plastic diffraction die is modified with antibodies of the target to combine a fluidic system as a microfluidic diffraction chip. When human whole blood with CTCs/bacteria flows through the chip, the number of cells/bacteria can be obtained directly with label-free. The devices has been applied in clinical diagnosis of oesophagealendometrial cancer.

Although masks protect us from COVID-19, they cover a substantial portion of the face,eliminates important facial expressions during communications. EmoMask is a human-AI collaborative mask that mediates these interactions in mask-wearing environments through emotion-aware sensorsAI algorithms, which works with humans to create facial expressions. The EmoMask system identifiesdifferentiates expressions using TinyML-based AI algorithm,conducts real-time classificationsregressions to create matching facial expressions during a communication while faces are covered.

"We present here a portable device with isothermally mediated loop amplification (LAMP) for the diagnosis of infectious diseases. The main components included (1) roller conveyor, (2) hotplate,(3) temperaturemotion control panels. After mixing all the solutions by rollingsqueezing the sealed compartments, the LAMP strip was heated for 30 min for amplification. Finally, fluorescence results can be read with the naked eyeon a smartphone under the UV lamp. The 700g device is powered by a portable charger, making it easier to detect pathogens in resource-limited environments."

We develop the new neural network architecture to improve execution speedaccuracy. The result shows that our AI detection system can run on a microcomputer in real-time, meanwhile its accuracy 90. We put that microcomputer on a dronereturn the result to smartphone App in real-time.